Mock Version: 2.15 Mock Version: 2.15 Mock Version: 2.15 ENTER ['do_with_status'](['bash', '--login', '-c', '/usr/bin/rpmbuild -bs --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'], chrootPath='/var/lib/mock/f38-build-706137-90963/root'env={'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'}shell=Falselogger=timeout=604800uid=991gid=135user='mockbuild'nspawn_args=[]unshare_net=TrueprintOutput=False) Executing command: ['bash', '--login', '-c', '/usr/bin/rpmbuild -bs --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'] with env {'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'} and shell False Building target platforms: riscv64 Building for target riscv64 setting SOURCE_DATE_EPOCH=1675382400 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.src.rpm Child return code was: 0 ENTER ['do_with_status'](['bash', '--login', '-c', '/usr/bin/rpmbuild -br --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'], chrootPath='/var/lib/mock/f38-build-706137-90963/root'env={'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'}shell=Falselogger=timeout=604800uid=991gid=135user='mockbuild'nspawn_args=[]unshare_net=TrueraiseExc=FalseprintOutput=False) Executing command: ['bash', '--login', '-c', '/usr/bin/rpmbuild -br --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'] with env {'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'} and shell False Building target platforms: riscv64 Building for target riscv64 setting SOURCE_DATE_EPOCH=1675382400 Executing(%prep): /bin/sh -e /var/tmp/rpm-tmp.KyLflE + umask 022 + cd /builddir/build/BUILD + cd /builddir/build/BUILD + rm -rf neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/lib/rpm/rpmuncompress -x /builddir/build/SOURCES/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz + STATUS=0 + '[' 0 -ne 0 ']' + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/bin/chmod -Rf a+rX,u+w,g-w,o-w . + sed -i 's|python|/usr/bin/python3|' test.sh + cp -rv examples/ examples-temp/ 'examples/' -> 'examples-temp/' 'examples/__init__.py' -> 'examples-temp/__init__.py' 'examples/example_1' -> 'examples-temp/example_1' 'examples/example_1/100pA_1.csv' -> 'examples-temp/example_1/100pA_1.csv' 'examples/example_1/100pA_1a.csv' -> 'examples-temp/example_1/100pA_1a.csv' 'examples/example_1/Kv_3_erisir_99.mod' -> 'examples-temp/example_1/Kv_3_erisir_99.mod' 'examples/example_1/__init__.py' -> 'examples-temp/example_1/__init__.py' 'examples/example_1/convert.py' -> 'examples-temp/example_1/convert.py' 'examples/example_1/data_analysis.py' -> 'examples-temp/example_1/data_analysis.py' 'examples/example_1/kv_1.mod' -> 'examples-temp/example_1/kv_1.mod' 'examples/example_1/na.mod' -> 'examples-temp/example_1/na.mod' 'examples/example_1/optimization.py' -> 'examples-temp/example_1/optimization.py' 'examples/example_2' -> 'examples-temp/example_2' 'examples/example_2/100pA_1.csv' -> 'examples-temp/example_2/100pA_1.csv' 'examples/example_2/Kv_3_erisir_99.mod' -> 'examples-temp/example_2/Kv_3_erisir_99.mod' 'examples/example_2/__init__.py' -> 'examples-temp/example_2/__init__.py' 'examples/example_2/analysis.py' -> 'examples-temp/example_2/analysis.py' 'examples/example_2/kv_1.mod' -> 'examples-temp/example_2/kv_1.mod' 'examples/example_2/na.mod' -> 'examples-temp/example_2/na.mod' 'examples/example_2/optimization.py' -> 'examples-temp/example_2/optimization.py' 'examples/example_2/surrogate_vs_candidates.png' -> 'examples-temp/example_2/surrogate_vs_candidates.png' 'examples/example_3' -> 'examples-temp/example_3' 'examples/example_3/README.md' -> 'examples-temp/example_3/README.md' 'examples/example_3/SineWaveController.py' -> 'examples-temp/example_3/SineWaveController.py' 'examples/example_3/SineWaveOptimizer.py' -> 'examples-temp/example_3/SineWaveOptimizer.py' 'examples/example_3/snap.jpg' -> 'examples-temp/example_3/snap.jpg' 'examples/example_4' -> 'examples-temp/example_4' 'examples/example_4/SineWavePointOptimizer.py' -> 'examples-temp/example_4/SineWavePointOptimizer.py' 'examples/example_5' -> 'examples-temp/example_5' 'examples/example_5/SineWaveNetworkController.py' -> 'examples-temp/example_5/SineWaveNetworkController.py' 'examples/example_5/SineWaveNetworkOptimizer.py' -> 'examples-temp/example_5/SineWaveNetworkOptimizer.py' 'examples/notebooks' -> 'examples-temp/notebooks' 'examples/notebooks/README.md' -> 'examples-temp/notebooks/README.md' + sed -i 's|examples|examples-temp|' test.sh + sed -i 's/.*pyelectro.*/pyelectro/' requirements-dev.txt + RPM_EC=0 ++ jobs -p + exit 0 Executing(%generate_buildrequires): /bin/sh -e /var/tmp/rpm-tmp.9Ognuh + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + echo pyproject-rpm-macros + echo python3-devel + echo 'python3dist(pip) >= 19' + echo 'python3dist(packaging)' + '[' -f pyproject.toml ']' + '[' -f setup.py ']' + echo 'python3dist(setuptools) >= 40.8' + echo 'python3dist(wheel)' + rm -rfv '*.dist-info/' + '[' -f /usr/bin/python3 ']' + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + RPM_TOXENV=py311 + HOSTNAME=rpmbuild + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_buildrequires.py --generate-extras --python3_pkgversion 3 --wheeldir /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir -r requirements-dev.txt Handling scipy from requirements file requirements-dev.txt Requirement not satisfied: scipy Handling inspyred from requirements file requirements-dev.txt Requirement not satisfied: inspyred Handling pyelectro from requirements file requirements-dev.txt Requirement not satisfied: pyelectro Handling NEURON from requirements file requirements-dev.txt Requirement not satisfied: NEURON Exiting dependency generation pass: all requirements files + rm -rfv '*.dist-info/' + RPM_EC=0 ++ jobs -p + exit 0 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.buildreqs.nosrc.rpm Child return code was: 11 Dynamic buildrequires detected Going to install missing buildrequires. See root.log for details. ENTER ['do_with_status'](['bash', '--login', '-c', '/usr/bin/rpmbuild -br --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'], chrootPath='/var/lib/mock/f38-build-706137-90963/root'env={'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'}shell=Falselogger=timeout=604800uid=991gid=135user='mockbuild'nspawn_args=[]unshare_net=TrueraiseExc=FalseprintOutput=False) Executing command: ['bash', '--login', '-c', '/usr/bin/rpmbuild -br --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'] with env {'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'} and shell False Building target platforms: riscv64 Building for target riscv64 setting SOURCE_DATE_EPOCH=1675382400 Executing(%prep): /bin/sh -e /var/tmp/rpm-tmp.hzZ8xY + umask 022 + cd /builddir/build/BUILD + cd /builddir/build/BUILD + rm -rf neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/lib/rpm/rpmuncompress -x /builddir/build/SOURCES/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.tar.gz + STATUS=0 + '[' 0 -ne 0 ']' + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/bin/chmod -Rf a+rX,u+w,g-w,o-w . + sed -i 's|python|/usr/bin/python3|' test.sh + cp -rv examples/ examples-temp/ 'examples/' -> 'examples-temp/' 'examples/__init__.py' -> 'examples-temp/__init__.py' 'examples/example_1' -> 'examples-temp/example_1' 'examples/example_1/100pA_1.csv' -> 'examples-temp/example_1/100pA_1.csv' 'examples/example_1/100pA_1a.csv' -> 'examples-temp/example_1/100pA_1a.csv' 'examples/example_1/Kv_3_erisir_99.mod' -> 'examples-temp/example_1/Kv_3_erisir_99.mod' 'examples/example_1/__init__.py' -> 'examples-temp/example_1/__init__.py' 'examples/example_1/convert.py' -> 'examples-temp/example_1/convert.py' 'examples/example_1/data_analysis.py' -> 'examples-temp/example_1/data_analysis.py' 'examples/example_1/kv_1.mod' -> 'examples-temp/example_1/kv_1.mod' 'examples/example_1/na.mod' -> 'examples-temp/example_1/na.mod' 'examples/example_1/optimization.py' -> 'examples-temp/example_1/optimization.py' 'examples/example_2' -> 'examples-temp/example_2' 'examples/example_2/100pA_1.csv' -> 'examples-temp/example_2/100pA_1.csv' 'examples/example_2/Kv_3_erisir_99.mod' -> 'examples-temp/example_2/Kv_3_erisir_99.mod' 'examples/example_2/__init__.py' -> 'examples-temp/example_2/__init__.py' 'examples/example_2/analysis.py' -> 'examples-temp/example_2/analysis.py' 'examples/example_2/kv_1.mod' -> 'examples-temp/example_2/kv_1.mod' 'examples/example_2/na.mod' -> 'examples-temp/example_2/na.mod' 'examples/example_2/optimization.py' -> 'examples-temp/example_2/optimization.py' 'examples/example_2/surrogate_vs_candidates.png' -> 'examples-temp/example_2/surrogate_vs_candidates.png' 'examples/example_3' -> 'examples-temp/example_3' 'examples/example_3/README.md' -> 'examples-temp/example_3/README.md' 'examples/example_3/SineWaveController.py' -> 'examples-temp/example_3/SineWaveController.py' 'examples/example_3/SineWaveOptimizer.py' -> 'examples-temp/example_3/SineWaveOptimizer.py' 'examples/example_3/snap.jpg' -> 'examples-temp/example_3/snap.jpg' 'examples/example_4' -> 'examples-temp/example_4' 'examples/example_4/SineWavePointOptimizer.py' -> 'examples-temp/example_4/SineWavePointOptimizer.py' 'examples/example_5' -> 'examples-temp/example_5' 'examples/example_5/SineWaveNetworkController.py' -> 'examples-temp/example_5/SineWaveNetworkController.py' 'examples/example_5/SineWaveNetworkOptimizer.py' -> 'examples-temp/example_5/SineWaveNetworkOptimizer.py' 'examples/notebooks' -> 'examples-temp/notebooks' 'examples/notebooks/README.md' -> 'examples-temp/notebooks/README.md' + sed -i 's|examples|examples-temp|' test.sh + sed -i 's/.*pyelectro.*/pyelectro/' requirements-dev.txt + RPM_EC=0 ++ jobs -p + exit 0 Executing(%generate_buildrequires): /bin/sh -e /var/tmp/rpm-tmp.wPouFi + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + echo pyproject-rpm-macros + echo python3-devel + echo 'python3dist(pip) >= 19' + echo 'python3dist(packaging)' + '[' -f pyproject.toml ']' + '[' -f setup.py ']' + echo 'python3dist(setuptools) >= 40.8' + echo 'python3dist(wheel)' + rm -rfv '*.dist-info/' + '[' -f /usr/bin/python3 ']' + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + RPM_TOXENV=py311 + HOSTNAME=rpmbuild + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_buildrequires.py --generate-extras --python3_pkgversion 3 --wheeldir /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir -r requirements-dev.txt Handling scipy from requirements file requirements-dev.txt Requirement satisfied: scipy (installed: scipy 1.8.1) Handling inspyred from requirements file requirements-dev.txt Requirement satisfied: inspyred (installed: inspyred 1.0.1) Handling pyelectro from requirements file requirements-dev.txt Requirement satisfied: pyelectro (installed: pyelectro 0.2.4) Handling NEURON from requirements file requirements-dev.txt Requirement satisfied: NEURON (installed: NEURON 8.2.2) Handling setuptools >= 40.8 from default build backend Requirement satisfied: setuptools >= 40.8 (installed: setuptools 65.5.1) Handling wheel from default build backend Requirement satisfied: wheel (installed: wheel 0.38.4) HOOK STDOUT: running egg_info HOOK STDOUT: creating neurotune.egg-info HOOK STDOUT: writing neurotune.egg-info/PKG-INFO HOOK STDOUT: writing dependency_links to neurotune.egg-info/dependency_links.txt HOOK STDOUT: writing top-level names to neurotune.egg-info/top_level.txt HOOK STDOUT: writing manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: reading manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: adding license file 'LICENSE' HOOK STDOUT: adding license file 'AUTHORS' HOOK STDOUT: writing manifest file 'neurotune.egg-info/SOURCES.txt' Handling wheel from get_requires_for_build_wheel Requirement satisfied: wheel (installed: wheel 0.38.4) HOOK STDOUT: running dist_info HOOK STDOUT: writing neurotune.egg-info/PKG-INFO HOOK STDOUT: writing dependency_links to neurotune.egg-info/dependency_links.txt HOOK STDOUT: writing top-level names to neurotune.egg-info/top_level.txt HOOK STDOUT: reading manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: adding license file 'LICENSE' HOOK STDOUT: adding license file 'AUTHORS' HOOK STDOUT: writing manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: creating '/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/neurotune-0.2.3.dist-info' + rm -rfv neurotune-0.2.3.dist-info/ removed 'neurotune-0.2.3.dist-info/METADATA' removed 'neurotune-0.2.3.dist-info/LICENSE' removed 'neurotune-0.2.3.dist-info/top_level.txt' removed 'neurotune-0.2.3.dist-info/AUTHORS' removed directory 'neurotune-0.2.3.dist-info/' + RPM_EC=0 ++ jobs -p + exit 0 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.buildreqs.nosrc.rpm Child return code was: 11 Dynamic buildrequires detected Going to install missing buildrequires. See root.log for details. ENTER ['do_with_status'](['bash', '--login', '-c', '/usr/bin/rpmbuild -ba --noprep --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'], chrootPath='/var/lib/mock/f38-build-706137-90963/root'env={'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'}shell=Falselogger=timeout=604800uid=991gid=135user='mockbuild'nspawn_args=[]unshare_net=TrueprintOutput=False) Executing command: ['bash', '--login', '-c', '/usr/bin/rpmbuild -ba --noprep --target riscv64 --nodeps /builddir/build/SPECS/python-neurotune.spec'] with env {'TERM': 'vt100', 'SHELL': '/bin/bash', 'HOME': '/builddir', 'HOSTNAME': 'mock', 'PATH': '/usr/bin:/bin:/usr/sbin:/sbin', 'PROMPT_COMMAND': 'printf "\\033]0;\\007"', 'PS1': ' \\s-\\v\\$ ', 'LANG': 'C.UTF-8'} and shell False Building target platforms: riscv64 Building for target riscv64 setting SOURCE_DATE_EPOCH=1675382400 Executing(%generate_buildrequires): /bin/sh -e /var/tmp/rpm-tmp.5caBtK + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + echo pyproject-rpm-macros + echo python3-devel + echo 'python3dist(pip) >= 19' + echo 'python3dist(packaging)' + '[' -f pyproject.toml ']' + '[' -f setup.py ']' + echo 'python3dist(setuptools) >= 40.8' + echo 'python3dist(wheel)' + rm -rfv '*.dist-info/' + '[' -f /usr/bin/python3 ']' + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + RPM_TOXENV=py311 + HOSTNAME=rpmbuild + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_buildrequires.py --generate-extras --python3_pkgversion 3 --wheeldir /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir -r requirements-dev.txt Handling scipy from requirements file requirements-dev.txt Requirement satisfied: scipy (installed: scipy 1.8.1) Handling inspyred from requirements file requirements-dev.txt Requirement satisfied: inspyred (installed: inspyred 1.0.1) Handling pyelectro from requirements file requirements-dev.txt Requirement satisfied: pyelectro (installed: pyelectro 0.2.4) Handling NEURON from requirements file requirements-dev.txt Requirement satisfied: NEURON (installed: NEURON 8.2.2) Handling setuptools >= 40.8 from default build backend Requirement satisfied: setuptools >= 40.8 (installed: setuptools 65.5.1) Handling wheel from default build backend Requirement satisfied: wheel (installed: wheel 0.38.4) HOOK STDOUT: running egg_info HOOK STDOUT: writing neurotune.egg-info/PKG-INFO HOOK STDOUT: writing dependency_links to neurotune.egg-info/dependency_links.txt HOOK STDOUT: writing top-level names to neurotune.egg-info/top_level.txt HOOK STDOUT: reading manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: adding license file 'LICENSE' HOOK STDOUT: adding license file 'AUTHORS' HOOK STDOUT: writing manifest file 'neurotune.egg-info/SOURCES.txt' Handling wheel from get_requires_for_build_wheel Requirement satisfied: wheel (installed: wheel 0.38.4) HOOK STDOUT: running dist_info HOOK STDOUT: writing neurotune.egg-info/PKG-INFO HOOK STDOUT: writing dependency_links to neurotune.egg-info/dependency_links.txt HOOK STDOUT: writing top-level names to neurotune.egg-info/top_level.txt HOOK STDOUT: reading manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: adding license file 'LICENSE' HOOK STDOUT: adding license file 'AUTHORS' HOOK STDOUT: writing manifest file 'neurotune.egg-info/SOURCES.txt' HOOK STDOUT: creating '/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/neurotune-0.2.3.dist-info' + rm -rfv neurotune-0.2.3.dist-info/ removed 'neurotune-0.2.3.dist-info/METADATA' removed 'neurotune-0.2.3.dist-info/LICENSE' removed 'neurotune-0.2.3.dist-info/top_level.txt' removed 'neurotune-0.2.3.dist-info/AUTHORS' removed directory 'neurotune-0.2.3.dist-info/' + RPM_EC=0 ++ jobs -p + exit 0 Executing(%build): /bin/sh -e /var/tmp/rpm-tmp.89CEsy + umask 022 + cd /builddir/build/BUILD + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + mkdir -p /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + /usr/bin/python3 -Bs /usr/lib/rpm/redhat/pyproject_wheel.py /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir Processing /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 Preparing metadata (pyproject.toml): started Running command Preparing metadata (pyproject.toml) running dist_info creating /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info writing /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info/PKG-INFO writing dependency_links to /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info/dependency_links.txt writing top-level names to /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info/top_level.txt writing manifest file '/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info/SOURCES.txt' reading manifest file '/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info/SOURCES.txt' adding license file 'LICENSE' adding license file 'AUTHORS' writing manifest file '/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune.egg-info/SOURCES.txt' creating '/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir/pip-modern-metadata-yo_fo6pc/neurotune-0.2.3.dist-info' Preparing metadata (pyproject.toml): finished with status 'done' Building wheels for collected packages: neurotune Building wheel for neurotune (pyproject.toml): started Running command Building wheel for neurotune (pyproject.toml) running bdist_wheel running build running build_py creating build creating build/lib creating build/lib/neurotune copying neurotune/__init__.py -> build/lib/neurotune copying neurotune/optimizers.py -> build/lib/neurotune copying neurotune/controllers.py -> build/lib/neurotune copying neurotune/evaluators.py -> build/lib/neurotune copying neurotune/utils.py -> build/lib/neurotune running install running install_lib creating build/bdist.linux-riscv64 creating build/bdist.linux-riscv64/wheel creating build/bdist.linux-riscv64/wheel/neurotune copying build/lib/neurotune/__init__.py -> build/bdist.linux-riscv64/wheel/neurotune copying build/lib/neurotune/optimizers.py -> build/bdist.linux-riscv64/wheel/neurotune copying build/lib/neurotune/controllers.py -> build/bdist.linux-riscv64/wheel/neurotune copying build/lib/neurotune/evaluators.py -> build/bdist.linux-riscv64/wheel/neurotune copying build/lib/neurotune/utils.py -> build/bdist.linux-riscv64/wheel/neurotune running install_egg_info running egg_info writing neurotune.egg-info/PKG-INFO writing dependency_links to neurotune.egg-info/dependency_links.txt writing top-level names to neurotune.egg-info/top_level.txt reading manifest file 'neurotune.egg-info/SOURCES.txt' adding license file 'LICENSE' adding license file 'AUTHORS' writing manifest file 'neurotune.egg-info/SOURCES.txt' Copying neurotune.egg-info to build/bdist.linux-riscv64/wheel/neurotune-0.2.3-py3.11.egg-info running install_scripts Building wheel for neurotune (pyproject.toml): finished with status 'done' Created wheel for neurotune: filename=neurotune-0.2.3-py3-none-any.whl size=18306 sha256=f3d35e28385032843985a4767507e310aba4c5e931604565d42261092cecca2a Stored in directory: /builddir/.cache/pip/wheels/13/21/9b/47abce7aa84407a755d64fff63a97b939fec99988c0f792bee Successfully built neurotune + RPM_EC=0 ++ jobs -p + exit 0 Executing(%install): /bin/sh -e /var/tmp/rpm-tmp.YIMHHa + umask 022 + cd /builddir/build/BUILD + '[' /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 '!=' / ']' + rm -rf /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 ++ dirname /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 + mkdir -p /builddir/build/BUILDROOT + mkdir /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 ++ ls /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir/neurotune-0.2.3-py3-none-any.whl ++ xargs basename --multiple ++ sed -E 's/([^-]+)-([^-]+)-.+\.whl/\1==\2/' + specifier=neurotune==0.2.3 + TMPDIR=/builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/.pyproject-builddir + /usr/bin/python3 -m pip install --root /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 --prefix /usr --no-deps --disable-pip-version-check --progress-bar off --verbose --ignore-installed --no-warn-script-location --no-index --no-cache-dir --find-links /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir neurotune==0.2.3 Using pip 22.3.1 from /usr/lib/python3.11/site-packages/pip (python 3.11) Looking in links: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/pyproject-wheeldir Processing ./pyproject-wheeldir/neurotune-0.2.3-py3-none-any.whl Installing collected packages: neurotune Successfully installed neurotune-0.2.3 + '[' -d /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/bin ']' + rm -f /builddir/build/BUILD/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64-pyproject-ghost-distinfo + site_dirs=() + '[' -d /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages ']' + site_dirs+=("/usr/lib/python3.11/site-packages") + '[' /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib64/python3.11/site-packages '!=' /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages ']' + '[' -d /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib64/python3.11/site-packages ']' + for site_dir in ${site_dirs[@]} + for distinfo in /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64$site_dir/*.dist-info + echo '%ghost /usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info' + sed -i s/pip/rpm/ /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info/INSTALLER + PYTHONPATH=/usr/lib/rpm/redhat + /usr/bin/python3 -B /usr/lib/rpm/redhat/pyproject_preprocess_record.py --buildroot /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 --record /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info/RECORD --output /builddir/build/BUILD/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64-pyproject-record + rm -fv /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info/RECORD removed '/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info/RECORD' + rm -fv /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info/REQUESTED removed '/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages/neurotune-0.2.3.dist-info/REQUESTED' ++ wc -l /builddir/build/BUILD/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64-pyproject-ghost-distinfo ++ cut -f1 '-d ' + lines=1 + '[' 1 -ne 1 ']' + /usr/bin/python3 /usr/lib/rpm/redhat/pyproject_save_files.py --output-files /builddir/build/BUILD/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64-pyproject-files --output-modules /builddir/build/BUILD/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64-pyproject-modules --buildroot /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 --sitelib /usr/lib/python3.11/site-packages --sitearch /usr/lib64/python3.11/site-packages --python-version 3.11 --pyproject-record /builddir/build/BUILD/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64-pyproject-record --prefix /usr neurotune + /usr/lib/rpm/check-buildroot + /usr/lib/rpm/redhat/brp-ldconfig + /usr/lib/rpm/brp-compress + /usr/lib/rpm/brp-strip /usr/bin/strip + /usr/lib/rpm/brp-strip-comment-note /usr/bin/strip /usr/bin/objdump + /usr/lib/rpm/redhat/brp-strip-lto /usr/bin/strip + /usr/lib/rpm/brp-strip-static-archive /usr/bin/strip + /usr/lib/rpm/check-rpaths + /usr/lib/rpm/redhat/brp-mangle-shebangs + /usr/lib/rpm/brp-remove-la-files + env /usr/lib/rpm/redhat/brp-python-bytecompile '' 1 0 -j4 Bytecompiling .py files below /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11 using python3.11 + /usr/lib/rpm/redhat/brp-python-hardlink Executing(%check): /bin/sh -e /var/tmp/rpm-tmp.WVDlCz + umask 022 + cd /builddir/build/BUILD + CFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CFLAGS + CXXFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer ' + export CXXFLAGS + FFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FFLAGS + FCFLAGS='-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -fasynchronous-unwind-tables -fstack-clash-protection -fno-omit-frame-pointer -I/usr/lib64/gfortran/modules ' + export FCFLAGS + VALAFLAGS=-g + export VALAFLAGS + LDFLAGS='-Wl,-z,relro -Wl,--as-needed -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1 -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes ' + export LDFLAGS + LT_SYS_LIBRARY_PATH=/usr/lib64: + export LT_SYS_LIBRARY_PATH + CC=gcc + export CC + CXX=g++ + export CXX + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + rm -rf neurotune + export PYTHONPATH=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib64/python3.11/site-packages:/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages + PYTHONPATH=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib64/python3.11/site-packages:/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/lib/python3.11/site-packages + ./test.sh /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1 Mod files: "./Kv_3_erisir_99.mod" "./kv_1.mod" "./na.mod" Creating 'riscv64' directory for .o files. -> Compiling mod_func.cpp -> NMODL ../kv_1.mod -> NMODL ../Kv_3_erisir_99.mod -> NMODL ../na.mod Translating kv_1.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/riscv64/kv_1.c Translating Kv_3_erisir_99.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/riscv64/Kv_3_erisir_99.c Translating na.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/riscv64/na.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe -> Compiling kv_1.c -> Compiling Kv_3_erisir_99.c -> Compiling na.c => LINKING shared library ./libnrnmech.so => LINKING executable ./special LDFLAGS are: -lreadline -lcurses -lform -lpython3.11 -lX11 -lXext Successfully created riscv64/special Warning: no DISPLAY environment variable. --No graphics will be displayed. Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/optimization.py:93: DeprecationWarning: neuron.init() is deprecated; use h.init() instead neuron.init() /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_1/optimization.py:97: DeprecationWarning: neuron.run(tstop) is deprecated; use h.stdinit() and h.continuerun(tstop) instead neuron.run(self.sim_time) Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 target data path in evaluator:100pA_1a.csv Obtained targets are: {'average_minimum': -51.06277639773729, 'average_maximum': -47.39003703978413, 'min_peak_no': 312, 'max_peak_no': 313, 'mean_spike_frequency': 631.578947368421, 'interspike_time_covar': 2.1468022394024437, 'first_spike_time': 1.25, 'max_interspike_time': 23.50000000000003, 'min_interspike_time': 0.14999999999997726, 'trough_phase_adaptation': -0.0026783274843104055, 'spike_width_adaptation': 0.013998933212949172, 'peak_decay_exponent': 0.01607152202118424, 'trough_decay_exponent': 0.017327734293156302, 'spike_frequency_adaptation': -0.004709632048752859, 'spike_broadening': 0.0, 'peak_linear_gradient': 0.0883232160310768} Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [1595.7731720765642, 13.98340778559692, 0.7455414791401246, 212.36105497819253, 16.4889146250775, 1.7179646009467386] >>>>> [2503.865244474441, 25.919675922110372, 0.44123891470663246, 166.10637109437747, 9.880954373446693, 1.3555277637191783] >>>>> [5077.029360707295, 5.364279367647075, 0.24428718041876663, 199.14323551162417, 18.08980653883846, 1.3542880054210287] pyelectro >>> WARNING PPTD failure Fitness: 6.5059153387308655 pyelectro >>> WARNING PPTD failure Fitness: 5.263607916035069 pyelectro >>> WARNING PPTD failure Fitness: 4.912546478822957 >>>>> Evaluating: >>>>> [2503.865244474441, 25.919675922110372, 0.44123891470663246, 166.10637109437747, 10.912698977447763, 1.3555277637191783] >>>>> [2503.865244474441, 26.730203638260225, 0.44123891470663246, 166.10637109437747, 9.880954373446693, 1.3555277637191783] pyelectro >>> WARNING PPTD failure Fitness: 5.257895797060282 pyelectro >>> WARNING PPTD failure Fitness: 5.323353107793881 >>>>> Evaluating: >>>>> [5077.029360707295, 5.364279367647075, 0.24428718041876663, 199.14323551162417, 18.08980653883846, 1.3542880054210287] >>>>> [5076.641837996152, 5.364279367647075, 0.24428718041876663, 199.14323551162417, 18.08980653883846, 1.3542880054210287] pyelectro >>> WARNING PPTD failure Fitness: 4.912546478822957 pyelectro >>> WARNING PPTD failure Fitness: 4.912549475739061 >>>>> Evaluating: >>>>> [5077.029360707295, 5.364279367647075, 0.24428718041876663, 198.5341184896303, 18.36015475714634, 1.3542880054210287] >>>>> [5079.053947121945, 5.364279367647075, 0.24428718041876663, 200.37291356835132, 18.08980653883846, 1.69074934662925] pyelectro >>> WARNING PPTD failure Fitness: 5.127059418647281 pyelectro >>> WARNING PPTD failure Fitness: 5.062429467030852 >>>>> Evaluating: >>>>> [5077.007037394336, 4.251617336730448, 0.24428718041876663, 200.08394484758722, 16.76540328700292, 1.4360723963959665] >>>>> [5079.26731746287, 5.364279367647075, 0.24428718041876663, 199.67092302456777, 19.083557436165254, 1.5229715032886224] pyelectro >>> WARNING PPTD failure Fitness: 5.125984239277259 pyelectro >>> WARNING PPTD failure Fitness: 4.9014064914459095 >>>>> Evaluating: >>>>> [5077.028104510628, 5.364279367647075, 0.24428718041876663, 199.22994650524535, 18.94862191082946, 2] >>>>> [5079.74825426111, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.9383966268542245 pyelectro >>> WARNING PPTD failure Fitness: 4.409400166242859 >>>>> Evaluating: >>>>> [5079.74825426111, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] >>>>> [5079.74825426111, 3.784540904281929, 1, 198.54863342225264, 20, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.409400166242859 pyelectro >>> WARNING PPTD failure Fitness: 4.786341430042184 >>>>> Evaluating: >>>>> [5079.74825426111, 5.364279367647075, 0, 198.54863342225264, 18.36431016679668, 2] >>>>> [5079.485779935681, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.894007298226597, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 5.021781336497407 pyelectro >>> WARNING PPTD failure Fitness: 4.656376054956839 >>>>> Evaluating: >>>>> [5079.759712358456, 5.364279367647075, 0.5909196703306894, 198.54863342225264, 18.464585924263965, 1.5221759394373655] >>>>> [5079.479662610476, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.375135029354894, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 5.0245348725778465 pyelectro >>> WARNING PPTD failure Fitness: 5.024554074670441 >>>>> Evaluating: >>>>> [5079.74825426111, 5.364279367647075, 0.24428718041876663, 197.7652380162403, 18.776480183979167, 1.6887903194391585] >>>>> [5079.74825426111, 5.364279367647075, 0, 198.54863342225264, 18.36431016679668, 1.0233134172813436] pyelectro >>> WARNING PPTD failure Fitness: 5.368506519282662 pyelectro >>> WARNING PPTD failure Fitness: 4.909032536633988 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] >>>>> [5079.74825426111, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.314462423341383 pyelectro >>> WARNING PPTD failure Fitness: 4.409400166242859 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] >>>>> [5080.362903269278, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.54197647174359, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.314462423341383 pyelectro >>> WARNING PPTD failure Fitness: 5.022154579038678 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.12152490123689, 0.24428718041876663, 198.54863342225264, 19.96721241906752, 1.5221759394373655] >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.806149126160202 pyelectro >>> WARNING PPTD failure Fitness: 4.314462423341383 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 0.8421307023376875] >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.906275213368925 pyelectro >>> WARNING PPTD failure Fitness: 4.314462423341383 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.364279367647075, 0.500774568231499, 198.54863342225264, 18.36431016679668, 1.5221759394373655] >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.13391461106933, 0.9783101334125096] pyelectro >>> WARNING PPTD failure Fitness: 4.908026139794886 pyelectro >>> WARNING PPTD failure Fitness: 5.129851445446693 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.30798343701372, 0.2625480244708742, 198.54863342225264, 18.36431016679668, 2] >>>>> [5080.6712355614245, 5.364279367647075, 0.355921026703821, 198.54863342225264, 18.36431016679668, 1.7948712683261545] pyelectro >>> WARNING PPTD failure Fitness: 4.908824821549914 pyelectro >>> WARNING PPTD failure Fitness: 5.024104979615517 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.33994098385296, 0.24773550634695746, 198.54863342225264, 18.36431016679668, 1.6659006896398811] >>>>> [5080.6712355614245, 5.312046196357097, 0.2606931405072667, 198.54863342225264, 17.698353397486468, 1.964789706435074] pyelectro >>> WARNING PPTD failure Fitness: 5.0252686015316685 pyelectro >>> WARNING PPTD failure Fitness: 5.0041669071951524 >>>>> Evaluating: >>>>> [5081.477850901765, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5080.603489880814, 3.8786062988957024, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 5.0247388843093 pyelectro >>> WARNING PPTD failure Fitness: 4.854670491285814 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 199.45530050852727, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 4.314462423341383 pyelectro >>> WARNING PPTD failure Fitness: 5.024720463066995 >>>>> Evaluating: >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.161076710298837] >>>>> [5080.6712355614245, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] pyelectro >>> WARNING PPTD failure Fitness: 5.026072381299988 pyelectro >>> WARNING PPTD failure Fitness: 4.314462423341383 >>>>> Evaluating: >>>>> [5080.033973124205, 5.364279367647075, 0.24428718041876663, 198.54863342225264, 18.36431016679668, 1.5221759394373655] >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.2309573829769, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.409393066293764 pyelectro >>> WARNING PPTD failure Fitness: 4.31396427334016 >>>>> Evaluating: >>>>> [5079.610618045216, 5.364279367647075, 0.24428718041876663, 197.14041671764573, 18.155172440614926, 1.7303252104258122] >>>>> [5078.465796681327, 5.167435763192507, 0.24428718041876663, 197.2309573829769, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 5.128075698964962 pyelectro >>> WARNING PPTD failure Fitness: 4.381017544808123 >>>>> Evaluating: >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.2309573829769, 18.36431016679668, 1.7303252104258122] >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.2309573829769, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.31396427334016 pyelectro >>> WARNING PPTD failure Fitness: 4.31396427334016 >>>>> Evaluating: >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.36859213646818, 18.36431016679668, 1.7303252104258122] >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.2309573829769, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.313959826879031 pyelectro >>> WARNING PPTD failure Fitness: 4.31396427334016 >>>>> Evaluating: >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.3201017985369, 18.36431016679668, 1.7303252104258122] >>>>> [5078.465796681327, 5.364279367647075, 0.24428718041876663, 197.27213590995072, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.313961389975516 pyelectro >>> WARNING PPTD failure Fitness: 4.3139629391949885 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5078.465796681327, 5.364279367647075, 1, 197.3495106534471, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.2511047646253415 pyelectro >>> WARNING PPTD failure Fitness: 5.060283690698211 >>>>> Evaluating: >>>>> [5078.465796681327, 5.32885082984296, 0.4068526181012566, 197.3674069957744, 19.444585829038996, 1.7303252104258122] >>>>> [5077.524516439215, 5.331936556041935, 0.28438063322644824, 197.35963959657278, 17.28344863103183, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.728262349382868 pyelectro >>> WARNING PPTD failure Fitness: 4.668980108150703 >>>>> Evaluating: >>>>> [5077.675270561843, 5.331167945027386, 0.35872166273409745, 197.35903927740895, 17.514760649857493, 1.7303252104258122] >>>>> [5077.751130111661, 5.330464020743707, 1, 197.35982615026035, 17.486653368872126, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 5.081152549549763 pyelectro >>> WARNING PPTD failure Fitness: 4.999385176568599 >>>>> Evaluating: >>>>> [5078.367928207641, 5.329870332382015, 0.9335645281592146, 197.35862805845105, 17.92100251623359, 1.7303252104258122] >>>>> [5078.003131403529, 5.330524137197038, 0.573089911012256, 197.3574285713452, 17.75415906110475, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.351165363355072 pyelectro >>> WARNING PPTD failure Fitness: 4.778636786197679 >>>>> Evaluating: >>>>> [5078.460941291296, 5.329856624315805, 0.9753724935766891, 197.35783875652206, 18.056659452925107, 1.7303252104258122] >>>>> [5078.439211787095, 5.329817078518055, 0.9304762404916027, 197.35746284551522, 18.66269964690088, 1.2106864899969394] pyelectro >>> WARNING PPTD failure Fitness: 4.719664232728022 pyelectro >>> WARNING PPTD failure Fitness: 4.919336802725378 >>>>> Evaluating: >>>>> [5078.462636423422, 5.329826346258244, 0.6071726247984158, 197.35776591466404, 18.042706576787914, 1.7303252104258122] >>>>> [5078.006871418664, 5.329851120154748, 0.056504229910188664, 196.84984739250132, 18.04552222007151, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.345881170708396 pyelectro >>> WARNING PPTD failure Fitness: 4.867784506949845 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 199.2069885561741, 18.36431016679668, 1.7303252104258122] >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.2673461826743413] pyelectro >>> WARNING PPTD failure Fitness: 5.017910820289489 pyelectro >>> WARNING PPTD failure Fitness: 5.128087106645265 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 2] >>>>> [5079.570029392175, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.946342805209684 pyelectro >>> WARNING PPTD failure Fitness: 5.0179547278161305 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.8158872859788662] >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 2] pyelectro >>> WARNING PPTD failure Fitness: 5.02565396017838 pyelectro >>> WARNING PPTD failure Fitness: 4.946342805209684 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5077.766385619682, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.2511047646253415 pyelectro >>> WARNING PPTD failure Fitness: 4.251127271597894 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5078.9819594156015, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.36431016679668, 1.1365675008767704] pyelectro >>> WARNING PPTD failure Fitness: 4.2511047646253415 pyelectro >>> WARNING PPTD failure Fitness: 5.0287083774868115 >>>>> Evaluating: >>>>> [5077.954044084377, 5.3298046994115635, 0, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5078.465796681327, 5.3298046994115635, 0.45364153592436685, 197.35738825008838, 18.466895103951398, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 5.032031264147457 pyelectro >>> WARNING PPTD failure Fitness: 5.024886857393793 >>>>> Evaluating: >>>>> [5078.465796681327, 5.3298046994115635, 0.43372603262366977, 197.35738825008838, 18.36431016679668, 1.7303252104258122] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5076.954493776997, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.909394384457259 pyelectro >>> WARNING PPTD failure Fitness: 4.2165503978448085 >>>>> Evaluating: >>>>> [5077.496848229906, 5.3298046994115635, 0.5265610389109597, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5078.010161638954, 5.3298046994115635, 0.5068071021490321, 197.35738825008838, 19.477448558428613, 0] pyelectro >>> WARNING PPTD failure Fitness: 5.089812427413782 pyelectro >>> WARNING PPTD failure Fitness: 4.462530857507325 >>>>> Evaluating: >>>>> [5076.954493776997, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 19.01356643063248, 1.7303252104258122] >>>>> [5076.954493776997, 5.3298046994115635, 0.5350097415878807, 195.62945569324597, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 5.181821345013635 pyelectro >>> WARNING PPTD failure Fitness: 4.4867256048926 >>>>> Evaluating: >>>>> [5076.954493776997, 5.3298046994115635, 1, 194.03368619610043, 18.36431016679668, 1.1480129980477534] >>>>> [5076.954493776997, 6.277033227749987, 1, 195.63937844176056, 18.178987310838544, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 5.045427342405792 pyelectro >>> WARNING PPTD failure Fitness: 5.167827238854395 >>>>> Evaluating: >>>>> [5076.954493776997, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5076.954493776997, 5.3298046994115635, 0.5350097415878807, 196.63488048466277, 18.36431016679668, 2] pyelectro >>> WARNING PPTD failure Fitness: 4.2165503978448085 pyelectro >>> WARNING PPTD failure Fitness: 5.029498602528815 >>>>> Evaluating: >>>>> [5076.954493776997, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.199626568933443, 1.7303252104258122] >>>>> [5076.977279514903, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.363250575533872 pyelectro >>> WARNING PPTD failure Fitness: 4.216550143308967 >>>>> Evaluating: >>>>> [5076.954234485421, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5076.963982006401, 5.3298046994115635, 1, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.216550400763135 pyelectro >>> WARNING PPTD failure Fitness: 4.856818467246726 >>>>> Evaluating: >>>>> [5076.954234485421, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5076.954234485421, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.216550400763135 pyelectro >>> WARNING PPTD failure Fitness: 4.216550400763135 >>>>> Evaluating: >>>>> [5076.965074677923, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 0.5299816710486853] >>>>> [5076.9697207368545, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 0.7590874788943034] pyelectro >>> WARNING PPTD failure Fitness: 4.9104309833595545 pyelectro >>> WARNING PPTD failure Fitness: 5.0302850496212335 >>>>> Evaluating: >>>>> [5076.977279514903, 5.8078861758487585, 1, 197.35738825008838, 18.905624413279856, 1.7303252104258122] >>>>> [5078.6727797618205, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.749666725742241 pyelectro >>> WARNING PPTD failure Fitness: 4.521189515393527 >>>>> Evaluating: >>>>> [5076.977279514903, 4.828809417468011, 0.13041766606276456, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5076.977279514903, 5.3298046994115635, 0.5350097415878807, 196.5719453062793, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.935824236707661 pyelectro >>> WARNING PPTD failure Fitness: 4.216574742497871 >>>>> Evaluating: >>>>> [5076.977279514903, 5.3298046994115635, 0.5350097415878807, 196.8055545248848, 18.29076320490039, 1.7303252104258122] >>>>> [5076.977279514903, 5.3298046994115635, 0.5350097415878807, 197.27847776302355, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.3228045982455185 pyelectro >>> WARNING PPTD failure Fitness: 4.216552579887507 >>>>> Evaluating: >>>>> [5076.977279514903, 5.3298046994115635, 1, 197.35738825008838, 18.36431016679668, 1.7303252104258122] >>>>> [5076.977279514903, 5.3298046994115635, 0, 197.35738825008838, 18.36431016679668, 1.7303252104258122] pyelectro >>> WARNING PPTD failure Fitness: 4.8575481520417965 pyelectro >>> WARNING PPTD failure Fitness: 4.722797484759059 [5076.977279514903, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] : 4.216550143308967 Fittest individual: [5076.977279514903, 5.3298046994115635, 0.5350097415878807, 197.35738825008838, 18.36431016679668, 1.7303252104258122] : 4.216550143308967 /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2 Mod files: "./Kv_3_erisir_99.mod" "./kv_1.mod" "./na.mod" Creating 'riscv64' directory for .o files. -> Compiling mod_func.cpp -> NMODL ../Kv_3_erisir_99.mod -> NMODL ../kv_1.mod -> NMODL ../na.mod Translating Kv_3_erisir_99.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/riscv64/Kv_3_erisir_99.c Translating kv_1.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/riscv64/kv_1.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe Translating na.mod into /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/riscv64/na.c -> Compiling Kv_3_erisir_99.c -> Compiling kv_1.c Notice: Assignment to the GLOBAL variable, "tadj", is not thread safe -> Compiling na.c => LINKING shared library ./libnrnmech.so => LINKING executable ./special LDFLAGS are: -lreadline -lcurses -lform -lpython3.11 -lX11 -lXext Successfully created riscv64/special Warning: no DISPLAY environment variable. --No graphics will be displayed. /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/optimization.py:93: DeprecationWarning: neuron.init() is deprecated; use h.init() instead neuron.init() /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/example_2/optimization.py:97: DeprecationWarning: neuron.run(tstop) is deprecated; use h.stdinit() and h.continuerun(tstop) instead neuron.run(self.sim_time) Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 /usr/lib/python3.11/site-packages/pyelectro/analysis.py:922: RuntimeWarning: divide by zero encountered in divide dy_dt = dv / dt /usr/lib/python3.11/site-packages/pyelectro/analysis.py:922: RuntimeWarning: invalid value encountered in divide dy_dt = dv / dt Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 target data path in evaluator:. data location ./100pA_1.csv target data path in evaluator:./100pA_1.csv Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [1621.049014070446, 14.508504093076661, 0.8238308458915997, 102.60664517153225, 18.93375764458025, 1.605973114763842] >>>>> [9567.991903174428, 22.022678359148316, 0.6652073448076664, 254.89744556891714, 15.671310682098644, 1.769128953066044] >>>>> [5497.667293370962, 11.111082663789247, 0.6178800902133497, 94.65714529494332, 16.70381516653435, 1.2322395224967833] >>>>> [1358.3104985317132, 12.003540288120949, 0.8359001263517976, 102.80452662135329, 15.23137681360887, 1.044859795759424] >>>>> [482.5892052122181, 1.811398783070171, 0.986916965764215, 178.67395657918024, 0.5306596894577069, 1.498803799305711] >>>>> [6842.22082061921, 25.72191796404681, 0.5818461942688459, 219.68994040147032, 13.910273576847063, 0.4008915395151611] >>>>> [5819.9599437270745, 18.677574435472444, 0.03589078482911123, 271.21199452902016, 6.852494878391834, 1.11114626966046] >>>>> [8915.965938533538, 16.127022096953507, 0.4878578020386972, 285.98007512002556, 10.383661124356694, 1.3526252512486847] >>>>> [2794.440941727992, 28.280954467207998, 0.9402008556907934, 102.02647993853364, 16.96419115121233, 1.724895085483877] >>>>> [8572.21199974452, 0.4865895454379974, 0.9718546243566848, 266.26017457220644, 16.475722044863804, 0.3369699766897829] pyelectro >>> WARNING PPTD failure Fitness: 4.908207350010301 pyelectro >>> WARNING PPTD failure Fitness: 1.819479260080291 pyelectro >>> WARNING PPTD failure Fitness: 0.01299468780208135 pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3076, 4387], 'minima_locations': [3324], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.80000000001783, 219.35000000003274], 'minima_times': [166.20000000002065], 'maxima_values': [47.11572186137578, -43.81668111910844], 'minima_values': [-66.17712311396598]} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3076, 4387], 'minima_locations': [3324], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.80000000001783, 219.35000000003274], 'minima_times': [166.20000000002065], 'maxima_values': [47.11572186137578, -43.81668111910844], 'minima_values': [-66.17712311396598]} Data is non-analysable Fitness: 16.0 pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3092], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.600000000018], 'minima_times': [], 'maxima_values': [50.29902711726831], 'minima_values': []} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3092], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.600000000018], 'minima_times': [], 'maxima_values': [50.29902711726831], 'minima_values': []} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 1.1037543218633985 pyelectro >>> WARNING PPTD failure Fitness: 0.014642005472709552 pyelectro >>> WARNING PPTD failure Fitness: 1.8296205329417368 pyelectro >>> WARNING PPTD failure Fitness: 0.12375294065897002 pyelectro >>> WARNING PPTD failure Fitness: 2.0172437007264286 >>>>> Evaluating: >>>>> [9567.991903174428, 20.67296603372071, 0.0006849342248073098, 254.89744556891714, 15.691958191048998, 1.769128953066044] >>>>> [9569.032627679522, 22.022678359148316, 0.6652073448076664, 254.89744556891714, 15.27020049954176, 1.769128953066044] >>>>> [7410.807855421104, 21.360422638238592, 0.44651050109076273, 237.26391826539947, 15.1024075237271, 0.8315475366027301] >>>>> [8533.683535232773, 21.758036998280048, 1, 238.3258257716552, 13.979012442964178, 1.0714737616251495] pyelectro >>> WARNING PPTD failure Fitness: 1.8344042644971823 pyelectro >>> WARNING PPTD failure Fitness: 1.824941820682462 pyelectro >>> WARNING PPTD failure Fitness: 1.0739003254372548 pyelectro >>> WARNING PPTD failure Fitness: 1.6774167006327592 >>>>> Evaluating: >>>>> [7256.093164477025, 21.450796143896714, 0.49587630180572717, 251.58544764995764, 16.425590643082973, 0.7863130187494287] >>>>> [8068.60698549264, 21.403910903266485, 0.6103939903521085, 242.998557832247, 13.70443148810954, 1.064501413475257] >>>>> [8928.189792398758, 22.378583644406962, 0.987430092884704, 254.11177876617361, 12.740582688202313, 1.2024810943213278] >>>>> [8942.618182255397, 21.410668785968245, 1, 252.62707325528459, 11.957269124779597, 1.2008498370733287] pyelectro >>> WARNING PPTD failure Fitness: 1.0005859291891532 pyelectro >>> WARNING PPTD failure Fitness: 1.5121468856110964 pyelectro >>> WARNING PPTD failure Fitness: 1.7601311976406306 pyelectro >>> WARNING PPTD failure Fitness: 1.781949964889859 >>>>> Evaluating: >>>>> [7333.84315718954, 21.902499517007627, 0.15144638703549518, 246.82369416226453, 15.99039619649493, 0.8348982833808649] >>>>> [7257.868541622433, 21.452570997968174, 0.4546738985370116, 246.4158874503976, 15.789144767111674, 0] >>>>> [5820.41375470975, 18.677574435472444, 0, 271.21199452902016, 7.3235591038295516, 2] >>>>> [5819.9599437270745, 18.677574435472444, 0, 271.21199452902016, 7.398156122602132, 1.11114626966046] pyelectro >>> WARNING PPTD failure Fitness: 1.0280006427215065 pyelectro >>> WARNING PPTD failure Fitness: 1.003467758755074 pyelectro >>> WARNING PPTD failure Fitness: 0.04618957608882901 pyelectro >>> WARNING PPTD failure Fitness: 0.02407541706684646 >>>>> Evaluating: >>>>> [6981.733624225061, 19.026108923322415, 0, 140.1538680528151, 16.542144621294476, 0.7882259133548607] >>>>> [7431.376504037809, 17.3261263447259, 0.9456544250356305, 115.03672468428346, 17.09562881857737, 0.14681030427029276] >>>>> [5012.49125731611, 24.502563712461768, 0.39195289996048666, 224.5613629706112, 12.153485642308095, 1.7155715697024425] >>>>> [3793.293460221921, 18.672588387122975, 0, 123.21531876704424, 12.32934035103839, 1.682546299548019] pyelectro >>> WARNING PPTD failure Fitness: 1.004890625320177 pyelectro >>> WARNING PPTD failure Fitness: 1.0851649256895088 pyelectro >>> WARNING PPTD failure Fitness: 0.024968185469804505 pyelectro >>> WARNING PPTD failure Fitness: 0.05653814997221962 >>>>> Evaluating: >>>>> [5521.878021703674, 18.281951009807003, 0.0, 135.5809508414265, 13.737540170101743, 1.0228368198569213] >>>>> [6220.631947622471, 18.758709046261867, 0.9410067219700583, 128.63656495655474, 13.46638347499038, 1.587487974826156] >>>>> [4733.923413595498, 24.274156773719554, 0.8238919652389303, 188.91146955133667, 13.81103694928553, 2] >>>>> [4822.176905125569, 24.320830916676474, 0, 227.9717346371557, 12.526741250710241, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.0848580890999382 pyelectro >>> WARNING PPTD failure Fitness: 2.5971699681258658 pyelectro >>> WARNING PPTD failure Fitness: 0.12096773800235616 pyelectro >>> WARNING PPTD failure Fitness: 0.012157974463690824 >>>>> Evaluating: >>>>> [5819.824993714028, 17.49271548260624, 0.8537401282443431, 271.4644567003408, 7.39175613421297, 1.9338625197654973] >>>>> [5820.208330947667, 18.677574435472444, 0.37522304024844655, 272.3130213309304, 6.0864557528036904, 1.5375591930012278] >>>>> [5486.3686809927985, 15.040059327929862, 0.1763790592362336, 120.01422371153154, 9.093640647179361, 1.2398070416242506] >>>>> [5551.318434528608, 12.335052468856771, 1, 145.6292621754571, 8.543031753453198, 1.1124064152633042] pyelectro >>> WARNING PPTD failure Fitness: 0.021753097844518732 pyelectro >>> WARNING PPTD failure Fitness: 0.018914083129655812 pyelectro >>> WARNING PPTD failure Fitness: 0.12168749812424806 pyelectro >>> WARNING PPTD failure Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Fitness: 0.011808627756487944 >>>>> Evaluating: >>>>> [5224.491966592701, 23.375694282379005, 0.33566447629369556, 272.97658296014254, 12.5878462751101, 2] >>>>> [4978.7991818999235, 20.407752880045543, 0.21977696988086745, 225.09539582668697, 8.745228021636997, 1.5644397525837033] >>>>> [5819.908545951628, 17.802971049581927, 0.7660682058522885, 271.1996309788009, 7.394279872355138, 1.3992873867342857] >>>>> [5821.314940201499, 17.549815131976928, 0.5391692871529905, 272.05481159998277, 7.106377530683472, 1.9194729331397848] pyelectro >>> WARNING PPTD failure Fitness: 0.015785911479066383 pyelectro >>> WARNING PPTD failure Fitness: 0.010104541620466145 pyelectro >>> WARNING PPTD failure Fitness: 0.013046820771725587 pyelectro >>> WARNING PPTD failure Fitness: 0.0031345731104405195 >>>>> Evaluating: >>>>> [5480.834139328129, 12.886063521158354, 0.7532499441364684, 210.57348763307013, 14.900329867320279, 2] >>>>> [5845.772323249254, 19.616193800471823, 0.7035413606192562, 151.00564024489577, 14.010208062759043, 1.2240829705564176] >>>>> [5728.4624748123, 11.81160705192421, 0, 147.846806910383, 13.468206807018738, 1.5394716490802731] >>>>> [5618.245181050241, 14.824254779660581, 0, 169.3450079625507, 13.07989231796493, 1.9837921495010695] pyelectro >>> WARNING PPTD failure Fitness: 0.022038039405043897 pyelectro >>> WARNING PPTD failure Fitness: 0.01893803097721769 pyelectro >>> WARNING PPTD failure Fitness: 0.03759597098727141 pyelectro >>> WARNING PPTD failure Fitness: 0.02548578543616009 >>>>> Evaluating: >>>>> [5501.402866951795, 11.095201591524173, 0.9757341400838205, 93.70788379622637, 15.607385862693508, 1.2422918244501917] >>>>> [5526.379926033094, 10.714636253497494, 0.4216677859853824, 142.26729906587178, 11.538114869530169, 1.1805561321950466] >>>>> [5820.35502141688, 17.079489808605366, 1, 272.070433954913, 7.238226047002991, 1.677077548710817] >>>>> [5821.152621904729, 17.76152940078907, 0, 270.4914591905654, 6.101908956934672, 1.883732438314544] pyelectro >>> WARNING PPTD failure Fitness: 0.023153897195019035 pyelectro >>> WARNING PPTD failure Fitness: 0.05574100088270806 pyelectro >>> WARNING PPTD failure Fitness: 0.007205743973025647 pyelectro >>> WARNING PPTD failure Fitness: 0.0062025038846140745 >>>>> Evaluating: >>>>> [4923.240107791472, 19.139013739958386, 0.34042742968006245, 267.38723972987145, 13.303899538063531, 1.3093624743394665] >>>>> [5411.524904312522, 20.055081814400452, 0.398370285648783, 267.64519169903, 8.236986132609763, 2] >>>>> [5819.53523662235, 17.687728311503825, 0, 270.9247372858765, 6.791089797479163, 1.9030336114003494] >>>>> [5821.184532415958, 18.365658275916235, 0.5289902507552171, 271.53250266124974, 5.989897346984267, 1.9162981950329323] pyelectro >>> WARNING PPTD failure Fitness: 0.03054728410963392 pyelectro >>> WARNING PPTD failure Fitness: 0.004427539311392614 pyelectro >>> WARNING PPTD failure Fitness: 0.04273408513040544 pyelectro >>> WARNING PPTD failure Fitness: 0.010300939800843345 >>>>> Evaluating: >>>>> [5820.406642324315, 17.47712608565899, 0, 272.063851898298, 7.251251056246499, 2] >>>>> [5821.956500051496, 16.35069253159759, 1, 272.070484782901, 7.206789402743062, 2] >>>>> [5796.832374700574, 17.43219172603161, 0, 200.22639206705207, 7.897703751859426, 0.7555449108991185] >>>>> [5537.735887525215, 16.915507943957266, 0.6789521324658592, 278.3425347275773, 7.144965471204677, 1.2030023277989637] pyelectro >>> WARNING PPTD failure Fitness: 0.02548586405710307 pyelectro >>> WARNING PPTD failure Fitness: 0.07412158577154948 pyelectro >>> WARNING PPTD failure Fitness: 0.07485730029403603 pyelectro >>> WARNING PPTD failure Fitness: 0.004018193300097783 >>>>> Evaluating: >>>>> [5458.005651104294, 19.31117898079347, 0, 267.41114278745954, 7.185288297954171, 1.8015576908248956] >>>>> [5509.038226699607, 16.90114788497686, 0.4940351490973816, 278.3370609292192, 8.173427537465553, 1.1694999414094989] >>>>> [5730.04783067835, 19.13343659668036, 1, 270.414362281216, 6.056672201212619, 1.8907158351961328] >>>>> [5516.744198349271, 19.40004933758657, 1, 271.11867824407494, 9.00589569749314, 1.9527692562881669] pyelectro >>> WARNING PPTD failure Fitness: 0.017164205041589775 pyelectro >>> WARNING PPTD failure Fitness: 0.01604827250117491 pyelectro >>> WARNING PPTD failure Fitness: 0.007335377215912042 pyelectro >>> WARNING PPTD failure Fitness: 0.01281548526390186 >>>>> Evaluating: >>>>> [5821.225271318199, 15.874017091255213, 0, 271.2456829395476, 6.475557689032834, 1.9062113994372503] >>>>> [5822.070186669959, 17.604707534178274, 0.055553159369684295, 270.71983947622334, 7.087365817574894, 0.796611573365307] >>>>> [5707.543602157223, 17.983970712545997, 0.5394698368321773, 271.7795474321997, 7.940410047198879, 2] >>>>> [5723.465925714584, 18.29521406981373, 0.5752342361014009, 269.38240125274837, 7.780909153005214, 0.056094543894686044] pyelectro >>> WARNING PPTD failure Fitness: 0.028373653656502573 pyelectro >>> WARNING PPTD failure Fitness: 0.03861880912461557 pyelectro >>> WARNING PPTD failure Fitness: 0.025571988654958244 pyelectro >>> WARNING PPTD failure Fitness: 0.02510033669218803 >>>>> Evaluating: >>>>> [5765.343131456362, 17.05704024912439, 0.7127715773437919, 271.95087915636566, 7.236708014664049, 1.6634088458697414] >>>>> [5560.897096749946, 16.64020468476021, 0.044001300280077316, 272.13124163576117, 8.242320184365846, 1.785773182251261] >>>>> [5822.608737757712, 17.721753924590853, 0.6405807326444042, 272.8972627423879, 7.172976639001168, 1.9147837451002885] >>>>> [5821.153162272179, 16.56065072088737, 0, 271.08709204591986, 7.3646392276788815, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.030312486558126905 pyelectro >>> WARNING PPTD failure Fitness: 0.00923555597729242 pyelectro >>> WARNING PPTD failure Fitness: 0.018640639130857672 pyelectro >>> WARNING PPTD failure Fitness: 0.005837227142017287 >>>>> Evaluating: >>>>> [5743.642507499702, 18.019701833218896, 1, 267.781144365992, 7.851945737023614, 2] >>>>> [5598.320287567857, 17.637007780309823, 0.20778981965744292, 268.5086109196338, 7.898065788546345, 2] >>>>> [5721.771845161079, 19.80747409565315, 0.32110748874886763, 269.68618449392807, 6.386024374437281, 1.9106236706987232] >>>>> [5846.775410125605, 20.17949131144707, 0.10589962892446589, 267.6773215735384, 6.314893296854842, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.017390121996547547 pyelectro >>> WARNING PPTD failure Fitness: 0.010153848749665073 pyelectro >>> WARNING PPTD failure Fitness: 0.012472117855388043 pyelectro >>> WARNING PPTD failure Fitness: 0.01824584187608458 >>>>> Evaluating: >>>>> [5821.194549138629, 15.343295478876348, 1, 271.7979262452595, 6.9430198587252026, 0.8270854492295341] >>>>> [5821.198160259053, 17.774188980438936, 0.40103182133334014, 272.3077639980875, 7.0290199704169485, 1.9122811388278764] >>>>> [5429.054673006247, 17.775453845367462, 0.4545774896327437, 269.58961216206717, 5.694801592598042, 2] >>>>> [5412.290851046803, 19.20199626546838, 0.39360923186815516, 271.33424264762, 7.547494124428169, 0.23007891198758923] pyelectro >>> WARNING PPTD failure Fitness: 0.0193895270690555 pyelectro >>> WARNING PPTD failure Fitness: 0.03279759470782906 pyelectro >>> WARNING PPTD failure Fitness: 0.018848834403718984 pyelectro >>> WARNING PPTD failure Fitness: 0.017187207036573393 >>>>> Evaluating: >>>>> [5821.589553955761, 16.984107140449396, 0.5597550964923792, 271.465738101551, 5.545762192845296, 2] >>>>> [5821.472838380656, 16.546780974633247, 0.9734383149778095, 271.0601857300549, 7.3049190352478846, 1.4641394833875432] >>>>> [5752.321671305845, 20.3835636444065, 0.1704967935816483, 270.7585535918496, 6.914044732785408, 1.5703833478740254] >>>>> [5397.254346827138, 19.059468261616452, 0, 271.5313737749978, 7.724522895641994, 1.3968563792691828] pyelectro >>> WARNING PPTD failure Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Fitness: 0.009551323634085618 pyelectro >>> WARNING PPTD failure Fitness: 0.016191515960828795 pyelectro >>> WARNING PPTD failure Fitness: 0.014115525062789569 pyelectro >>> WARNING PPTD failure Fitness: 0.00877424645622249 >>>>> Evaluating: >>>>> [5671.591499650595, 17.407692783289725, 1, 272.56528453588083, 7.121411932732188, 1.260786105177754] >>>>> [5595.542167890598, 15.602894372009809, 0.8725512890534994, 272.5747559344583, 7.119501938301106, 2] >>>>> [5625.615497307178, 16.956629498473415, 0.871617986897132, 275.74889207504407, 7.788951057923513, 1.173102570801732] >>>>> [5559.394332818706, 16.98094710350678, 0.9151638043805759, 272.69306110658846, 6.8200309393162675, 1.3010860289374258] pyelectro >>> WARNING PPTD failure Fitness: 0.04363995501712359 pyelectro >>> WARNING PPTD failure Fitness: 0.029336783201254213 pyelectro >>> WARNING PPTD failure Fitness: 0.04333396941454459 pyelectro >>> WARNING PPTD failure Fitness: 0.002996904431635472 >>>>> Evaluating: >>>>> [5535.932568572503, 19.2092965524587, 0.5426721389148337, 279.3937289269954, 7.082883202212646, 0.831531981155094] >>>>> [5494.776328583439, 20.454442409028765, 0.5266868151445692, 273.93468842817424, 7.189056901930986, 2] >>>>> [5822.399200927054, 17.637667173213604, 0.37350406424126453, 269.8239806806146, 5.5119373064409665, 1.888209827590147] >>>>> [5821.136972483421, 17.659163830246495, 1, 271.9926441753291, 6.569337957706273, 1.8938879322628337] pyelectro >>> WARNING PPTD failure Fitness: 0.011582883049851778 pyelectro >>> WARNING PPTD failure Fitness: 0.0038862230252284524 pyelectro >>> WARNING PPTD failure Fitness: 0.0035781052302052974 pyelectro >>> WARNING PPTD failure Fitness: 0.009228851834661933 >>>>> Evaluating: >>>>> [5564.514356000054, 21.220193355180257, 0, 273.39136126720433, 7.132799605927346, 2] >>>>> [5517.904187710404, 19.756992798890252, 0, 273.4571318826841, 7.099192208279216, 2] >>>>> [5821.728949939165, 17.61390486551489, 0, 270.9056681378035, 4.919191866967189, 1.88681498738559] >>>>> [5822.240474050513, 17.737877656311525, 1, 270.1486163974871, 5.292576674544902, 1.8875220899184149] pyelectro >>> WARNING PPTD failure Fitness: 0.005425271605211557 pyelectro >>> WARNING PPTD failure Fitness: 0.01054231476282208 pyelectro >>> WARNING PPTD failure Fitness: 0.019815998849696426 pyelectro >>> WARNING PPTD failure Fitness: 0.003845341800182589 >>>>> Evaluating: >>>>> [5542.096998746946, 16.922868357720407, 1, 272.2374488842849, 7.1193596189796, 1.2061771319952677] >>>>> [5539.009761740438, 16.971047917980556, 1, 277.91881352174147, 6.821780339575901, 1.2575902412524627] >>>>> [5621.7260074682135, 17.37761245103871, 0.5832029014768493, 271.4603467819133, 6.972601299095718, 2] >>>>> [5606.062722255619, 18.77338159315776, 0.5749075406385044, 271.7184815475934, 7.624347113141698, 1.9795596865600322] pyelectro >>> WARNING PPTD failure Fitness: 0.9316364464728535 pyelectro >>> WARNING PPTD failure Fitness: 0.011898352472423879 pyelectro >>> WARNING PPTD failure Fitness: 0.02070330169436807 pyelectro >>> WARNING PPTD failure Fitness: 0.00791814007750502 >>>>> Evaluating: >>>>> [5742.658410803072, 15.921549629308043, 0.9790210963370479, 271.9834411727895, 5.230236304809036, 2] >>>>> [5644.868225111227, 17.659301613568395, 0.986220895368828, 272.72526223302214, 4.44201450215479, 2] >>>>> [5736.313697292278, 17.37427381280409, 0.5254900693291217, 270.65380128720926, 5.480514455497065, 1.462316781877634] >>>>> [5817.842584885247, 17.25228471569502, 1, 271.3153811428308, 5.45236228698724, 0.8697357172142066] pyelectro >>> WARNING PPTD failure Fitness: 0.010488373404299978 pyelectro >>> WARNING PPTD failure Fitness: 0.010622214024555099 pyelectro >>> WARNING PPTD failure Fitness: 0.003913404173599311 pyelectro >>> WARNING PPTD failure Fitness: 0.029928745859789885 >>>>> Evaluating: >>>>> [5755.57016182465, 20.72205097227224, 0.5378017657881617, 272.65663127870323, 6.887048483372098, 2] >>>>> [5572.097011550672, 19.88448625681042, 0.5384618345754774, 270.8372287522128, 5.221774312608087, 0.6406767986457058] >>>>> [5559.345048944522, 16.27250180904902, 0.9151638043805759, 272.9548342596094, 6.8200309393162675, 0.06014661485108208] >>>>> [5559.394332818706, 16.98094710350678, 0.9151638043805759, 272.7529286122159, 5.515282172286026, 1.3010860289374258] pyelectro >>> WARNING PPTD failure Fitness: 0.033571239091235716 pyelectro >>> WARNING PPTD failure Fitness: 0.013616828772385903 pyelectro >>> WARNING PPTD failure Fitness: 0.013132507566404383 pyelectro >>> WARNING PPTD failure Fitness: 0.04050391851784729 [5559.394332818706, 16.98094710350678, 0.9151638043805759, 272.69306110658846, 6.8200309393162675, 1.3010860289374258] : 0.002996904431635472 Fittest individual: [5559.394332818706, 16.98094710350678, 0.9151638043805759, 272.69306110658846, 6.8200309393162675, 1.3010860289374258] : 0.002996904431635472 data location ./100pA_1.csv target data path in evaluator:./100pA_1.csv Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [1621.049014070446, 14.508504093076661, 0.8238308458915997, 102.60664517153225, 18.93375764458025, 1.605973114763842] >>>>> [9567.991903174428, 22.022678359148316, 0.6652073448076664, 254.89744556891714, 15.671310682098644, 1.769128953066044] >>>>> [5497.667293370962, 11.111082663789247, 0.6178800902133497, 94.65714529494332, 16.70381516653435, 1.2322395224967833] >>>>> [1358.3104985317132, 12.003540288120949, 0.8359001263517976, 102.80452662135329, 15.23137681360887, 1.044859795759424] >>>>> [482.5892052122181, 1.811398783070171, 0.986916965764215, 178.67395657918024, 0.5306596894577069, 1.498803799305711] >>>>> [6842.22082061921, 25.72191796404681, 0.5818461942688459, 219.68994040147032, 13.910273576847063, 0.4008915395151611] >>>>> [5819.9599437270745, 18.677574435472444, 0.03589078482911123, 271.21199452902016, 6.852494878391834, 1.11114626966046] >>>>> [8915.965938533538, 16.127022096953507, 0.4878578020386972, 285.98007512002556, 10.383661124356694, 1.3526252512486847] >>>>> [2794.440941727992, 28.280954467207998, 0.9402008556907934, 102.02647993853364, 16.96419115121233, 1.724895085483877] >>>>> [8572.21199974452, 0.4865895454379974, 0.9718546243566848, 266.26017457220644, 16.475722044863804, 0.3369699766897829] >>>>> [7549.5628358898, 12.286574522375798, 0.3313170098952506, 287.1884667672046, 7.852379572869987, 1.871355304560111] >>>>> [8886.547378108215, 16.112195123270528, 0.8699884272631446, 97.4369367731542, 10.496682575217278, 0.19653879931734175] >>>>> [6012.913600017564, 13.01631717196635, 0.6791146389412024, 81.70796752003534, 5.042992573106115, 1.3464699129921622] >>>>> [1732.7816786219555, 1.7832576155419062, 0.9072892027310608, 8.236657040065666, 8.37695520264447, 1.8245309799816647] >>>>> [2417.1131065961144, 11.404446283642091, 0.1428046421830168, 209.54085903013038, 15.637541783208649, 1.2533708136613706] >>>>> [552.2310932580949, 23.699414118717854, 0.7076136973978772, 110.07393861169626, 3.356164117991476, 1.331057816595587] >>>>> [472.7016707648345, 6.956619841418835, 0.11443537338611875, 104.32903096604946, 3.735237954600869, 0.029127921956139113] >>>>> [3310.90275807079, 15.487883869269497, 0.5730773704072799, 187.27382137891027, 0.9592315923832828, 0.44789995520832226] >>>>> [6076.104308498232, 4.2252374487786355, 0.22192478780356972, 158.01435586137268, 1.6065830448423064, 0.3902186730065642] >>>>> [8705.017851124925, 9.59572530166039, 0.2047935629690053, 127.93188330021815, 11.785717423644792, 1.1963196788164472] >>>>> [9698.221010507144, 17.006085801841348, 0.5982848617947351, 142.91320748930366, 9.319352683699133, 1.0834380299364441] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 /usr/lib/python3.11/site-packages/pyelectro/analysis.py:1022: RuntimeWarning: divide by zero encountered in scalar divide broadening = first_spike / mean_following_spikes Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem /usr/lib/python3.11/site-packages/pyelectro/analysis.py:1022: RuntimeWarning: invalid value encountered in scalar divide broadening = first_spike / mean_following_spikes Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [390.1974603904164, 10.499482222572759, 0.35383750230567, 127.59266666524255, 13.589082439770293, 0.7413884119596967] >>>>> [6045.047243486438, 26.217620846442703, 0.9122945787548956, 208.2667865634956, 18.37737571855779, 0.6630692731726104] >>>>> [9490.025835820303, 11.672692207105761, 0.976865182530114, 198.7664571601315, 16.058947402422927, 1.7238885381814069] >>>>> [7285.607637039224, 8.76590598245123, 0.24078156185658872, 196.78330076229096, 11.926676583911323, 1.168604908134372] >>>>> [9568.716354112586, 21.28843605520518, 0.6168512492191676, 179.74076327394, 11.750454669412917, 0.41844529695597044] >>>>> [5413.631706007952, 3.4386337274988037, 0.4722168112559638, 36.85259516503805, 4.413274228427145, 1.8364374221053443] >>>>> [5374.950040051281, 22.805441201347485, 0.762129873234162, 245.84103991135706, 4.7327127526350825, 0.6500381118651035] >>>>> [6870.804808770317, 22.584907149602383, 0.5432694635047077, 188.76159844891743, 7.085303812544382, 0.39536620593944805] >>>>> [2247.2011447528484, 3.7472759256401034, 0.5092022188813009, 68.64098356886404, 5.2170199215816115, 1.0769246726085469] pyelectro >>> WARNING PPTD failure Fitness: 4.908207350010301 pyelectro >>> WARNING PPTD failure Fitness: 1.819479260080291 pyelectro >>> WARNING PPTD failure Fitness: 0.01299468780208135 pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3076, 4387], 'minima_locations': [3324], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.80000000001783, 219.35000000003274], 'minima_times': [166.20000000002065], 'maxima_values': [47.11572186137578, -43.81668111910844], 'minima_values': [-66.17712311396598]} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3076, 4387], 'minima_locations': [3324], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.80000000001783, 219.35000000003274], 'minima_times': [166.20000000002065], 'maxima_values': [47.11572186137578, -43.81668111910844], 'minima_values': [-66.17712311396598]} Data is non-analysable Fitness: 16.0 pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3092], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.600000000018], 'minima_times': [], 'maxima_values': [50.29902711726831], 'minima_values': []} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3092], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.600000000018], 'minima_times': [], 'maxima_values': [50.29902711726831], 'minima_values': []} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 1.1037543218633985 pyelectro >>> WARNING PPTD failure Fitness: 0.014642005472709552 pyelectro >>> WARNING PPTD failure Fitness: 1.8296205329417368 pyelectro >>> WARNING PPTD failure Fitness: 0.12375294065897002 pyelectro >>> WARNING PPTD failure Fitness: 2.0172437007264286 pyelectro >>> WARNING PPTD failure Fitness: 1.5751832183153278 pyelectro >>> WARNING PPTD failure Fitness: 1.8482598821306273 pyelectro >>> WARNING PPTD failure Fitness: 0.051198809340131546 pyelectro >>> WARNING PPTD failure Fitness: 2.2774268826394772 pyelectro >>> WARNING PPTD failure Fitness: 0.0801182215453422 pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3086], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.30000000001795], 'minima_times': [], 'maxima_values': [43.67226545849102], 'minima_values': []} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3086], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.30000000001795], 'minima_times': [], 'maxima_values': [43.67226545849102], 'minima_values': []} Data is non-analysable Fitness: 16.0 pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3091], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.550000000018], 'minima_times': [], 'maxima_values': [47.225013139440065], 'minima_values': []} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3091], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.550000000018], 'minima_times': [], 'maxima_values': [47.225013139440065], 'minima_values': []} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 0.01813462034344937 pyelectro >>> WARNING PPTD failure Fitness: nan pyelectro >>> WARNING PPTD failure Fitness: 1.8948434341976954 pyelectro >>> WARNING PPTD failure Fitness: 1.8970374109985464 pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3089], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.45000000001798], 'minima_times': [], 'maxima_values': [40.257104228392116], 'minima_values': []} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (1) in data: {'maxima_locations': [3089], 'minima_locations': [], 'maxima_number': 1, 'minima_number': 0, 'maxima_times': [154.45000000001798], 'minima_times': [], 'maxima_values': [40.257104228392116], 'minima_values': []} Data is non-analysable Fitness: 16.0 pyelectro >>> WARNING PPTD failure Fitness: 0.024465884881069377 pyelectro >>> WARNING PPTD failure Fitness: 1.9022678824704193 pyelectro >>> WARNING PPTD failure Fitness: 1.3620910182103567 pyelectro >>> WARNING PPTD failure Fitness: 1.8521922585917279 pyelectro >>> WARNING PPTD failure Fitness: 1.7910258861910648 pyelectro >>> WARNING PPTD failure Fitness: 0.010478029460172733 pyelectro >>> WARNING PPTD failure Fitness: 1.0322282159488938 pyelectro >>> WARNING PPTD failure Fitness: 1.0594665622438988 >>>>> Evaluating: >>>>> [2794.440941727992, 28.280954467207998, 0.06741766791964698, 102.02647993853364, 16.96419115121233, 1.724895085483877] >>>>> [2793.391413012315, 28.137024662247008, 0.9402008556907934, 102.02647993853364, 16.96419115121233, 1.724895085483877] >>>>> [8036.0708690832, 15.815068318532163, 0.6287190957391959, 244.20675793973547, 7.852204742684284, 0] >>>>> [8379.851537068727, 14.73851496797458, 0.4099020569449251, 238.02943962862713, 10.453608668069887, 0] pyelectro >>> WARNING PPTD failure Fitness: 0.0732961516792412 pyelectro >>> WARNING PPTD failure Fitness: 0.08748157252185551 pyelectro >>> WARNING PPTD failure Fitness: 1.6778426735736194 pyelectro >>> WARNING PPTD failure Fitness: 1.7755805953427224 >>>>> Evaluating: >>>>> [5360.808648506823, 21.894607386108717, 1, 154.534197066326, 4.82727726872299, 1.288215119707247] >>>>> [5331.6389041085085, 18.959221080694743, 0.8161379438188457, 90.2373933897376, 4.259384735459138, 1.3853575409536032] >>>>> [2805.8439070700433, 10.776635114071375, 0.0044854518348584616, 200.1986061988934, 12.407428074648232, 1.2056905273484004] >>>>> [7329.388057706501, 9.833811970545984, 0, 206.26046353376276, 13.151427580490012, 1.1698176556027897] pyelectro >>> WARNING PPTD failure Fitness: 0.00402360160067361 pyelectro >>> WARNING PPTD failure Fitness: 0.012714907902878214 pyelectro >>> WARNING PPTD failure Fitness: 0.04027372381542804 pyelectro >>> WARNING PPTD failure Fitness: 1.3279056693596767 >>>>> Evaluating: >>>>> [3686.1497311456337, 25.943757830936825, 0.9297586096990067, 192.49892367611076, 0, 0.43861906882744006] >>>>> [4638.753537354952, 17.280354185358107, 1, 194.1977165159363, 11.640070154672527, 1.658462151256812] >>>>> [6026.849996629245, 5.192723219294412, 1, 151.05555870135504, 2.165681399970623, 0.39691763348529707] >>>>> [5707.518243081315, 3.0057954252349934, 0.4543014393922702, 97.14662920920969, 2.5746597560245137, 0] pyelectro >>> WARNING PPTD failure Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Fitness: 0.019618222081028036 pyelectro >>> WARNING PPTD failure Fitness: 0.00465166423591179 pyelectro >>> WARNING PPTD failure Fitness: 1.1703869592619622 pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3062, 3647], 'minima_locations': [3461], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.10000000001767, 182.35000000002432], 'minima_times': [173.0500000000222], 'maxima_values': [52.734867908123746, -16.143883361654513], 'minima_values': [-24.118685873809557]} pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: too few maxima (2) in data: {'maxima_locations': [3062, 3647], 'minima_locations': [3461], 'maxima_number': 2, 'minima_number': 1, 'maxima_times': [153.10000000001767, 182.35000000002432], 'minima_times': [173.0500000000222], 'maxima_values': [52.734867908123746, -16.143883361654513], 'minima_values': [-24.118685873809557]} Data is non-analysable Fitness: 16.0 >>>>> Evaluating: >>>>> [6806.591566819494, 16.599637882009525, 0.1929070358697237, 168.0962448706848, 3.9557564552790856, 1.7638810522857178] >>>>> [7177.903603661983, 16.63826602670209, 1, 123.91496445239883, 10.870266503845253, 1.4746931906309186] >>>>> [6824.113965169475, 22.87209392373702, 1, 197.64082360416486, 6.815750609877613, 1.4028677564375758] >>>>> [4376.628774862427, 13.95969318738582, 0.18625371731815749, 199.3848989377495, 8.218672062446586, 1.2894783951722322] pyelectro >>> WARNING PPTD failure Fitness: 1.0132708892181141 pyelectro >>> WARNING PPTD failure Fitness: 1.075719826996124 pyelectro >>> WARNING PPTD failure Fitness: 1.0460815801551744 pyelectro >>> WARNING PPTD failure Fitness: 0.011608202265063206 >>>>> Evaluating: >>>>> [6006.547223720154, 22.53392900164434, 0.27050304114447643, 194.626218069733, 7.210717211138387, 1.7423198313251267] >>>>> [5854.6170261515, 22.48498829129546, 0.9111688248005713, 188.91741294689538, 7.836795988526106, 2] >>>>> [4975.1284428469335, 17.062476587461024, 1, 209.40880386169638, 11.513680064204074, 1.255028477925797] >>>>> [5458.29020601902, 17.684452407077337, 1, 208.86774057467971, 13.617911103522653, 0.7996848250694962] pyelectro >>> WARNING PPTD failure Fitness: 0.01314590306111163 pyelectro >>> WARNING PPTD failure Fitness: 0.006636992294982047 pyelectro >>> WARNING PPTD failure Fitness: 0.03029591034342194 pyelectro >>> WARNING PPTD failure Fitness: 0.03631779298314697 >>>>> Evaluating: >>>>> [5103.237381146846, 15.961573237472573, 0.1669998721195698, 117.30781400145237, 8.595604409027832, 1.3295721279712165] >>>>> [5004.42903509424, 12.546832177989929, 0.12336574263686231, 198.59916082023827, 3.364398838827827, 1.35908909949504] >>>>> [2868.3737435080047, 22.630286318612725, 0.6631987302716351, 159.54540418438606, 13.029021420072784, 1.6890255784568362] >>>>> [4270.268641851056, 22.888763508329642, 0.9930529904061856, 93.63214173517531, 14.251783432166206, 1.666102177431601] pyelectro >>> WARNING PPTD failure Fitness: 0.009666988641488516 pyelectro >>> WARNING PPTD failure Fitness: 0.025189433319210086 pyelectro >>> WARNING PPTD failure Fitness: 0.09127675935508317 pyelectro >>> WARNING PPTD failure Fitness: 0.014625534098256732 >>>>> Evaluating: >>>>> [4701.8747086454605, 22.666542275526467, 0.7321417081268702, 236.91516053720505, 7.1292944377097145, 0.631054000848438] >>>>> [2915.626300179418, 22.08296937642578, 1, 205.21400393157853, 7.244689636903651, 1.753132452689159] >>>>> [6089.42723462319, 23.464142723264118, 0.999817933512337, 197.35404536171848, 7.171893983470956, 1.5136054614287735] >>>>> [6407.123753460154, 22.965552026881475, 0, 194.57480592426936, 5.387829924862722, 1.1679760257285603] pyelectro >>> WARNING PPTD failure Fitness: 0.030345877694584744 pyelectro >>> WARNING PPTD failure Fitness: 0.056103338356711 pyelectro >>> WARNING PPTD failure Fitness: 2.184398674791409 pyelectro >>> WARNING PPTD failure Fitness: 1.0662928797113418 >>>>> Evaluating: >>>>> [5026.406918929881, 20.171983803105924, 1, 169.8494625259886, 4.431779284805558, 1.52338078593589] >>>>> [5095.504425800207, 19.615817240779293, 1.0, 156.27525466413138, 6.781364803828393, 0] >>>>> [3852.3199057262095, 23.1439382173335, 1, 159.4713052335363, 6.355004837445707, 0.7267207949490737] >>>>> [3788.3324414539006, 23.6169786055719, 1, 191.6205657692994, 11.849796581855873, 1.1126549403518435] pyelectro >>> WARNING PPTD failure Fitness: 0.01303822314901315 pyelectro >>> WARNING PPTD failure Fitness: 0.01701085881975728 pyelectro >>> WARNING PPTD failure Fitness: 0.01040859958479834 pyelectro >>> WARNING PPTD failure Fitness: 0.07947040382805615 >>>>> Evaluating: >>>>> [5903.8739427058335, 19.98323098696183, 0.13640729836437676, 192.0747668956316, 7.118049917196838, 2] >>>>> [5866.708928590122, 22.872319621792546, 0, 214.32025173193057, 7.087063263189336, 0.4564767328026852] >>>>> [5854.6170261515, 21.08957106380326, 0.9111688248005713, 188.91741294689538, 7.836795988526106, 2.0] >>>>> [5854.6170261515, 23.48091301928727, 0.9111688248005713, 189.4591385658054, 7.836795988526106, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.01586902377618049 pyelectro >>> WARNING PPTD failure Fitness: 0.03742616543926913 pyelectro >>> WARNING PPTD failure Fitness: 0.06981213492820082 pyelectro >>> WARNING PPTD failure Fitness: 0.015033612190543333 >>>>> Evaluating: >>>>> [5975.364309342727, 4.063368866566899, 1, 103.70000331466973, 5.192247124641602, 0] >>>>> [5535.335963881009, 11.70553031673884, 0.48328347365912744, 122.23846451037574, 2.129852308931789, 0] >>>>> [4836.8907408370815, 13.607360660829208, 0.2605724110234229, 183.39761783078507, 0.6648181811949581, 2] >>>>> [3630.92759921524, 17.118495122551554, 1, 185.82651455929124, 2.2318545890752315, 1.617562916170849] pyelectro >>> WARNING PPTD failure Fitness: 0.8085710677967357 pyelectro >>> WARNING PPTD failure Fitness: 0.038736190390091796 pyelectro >>> WARNING PPTD failure Fitness: 0.09024906147016865 pyelectro >>> WARNING PPTD failure Fitness: 0.03326018894592575 >>>>> Evaluating: >>>>> [5954.646378380254, 22.6078906739509, 0.9874349222094816, 190.1605424813785, 7.477593773929091, 2] >>>>> [6021.442249664127, 23.49516275238626, 0.4118930363889389, 191.69831147620027, 7.54580560810874, 1.9376964057720623] >>>>> [4920.845019886875, 20.518686515162283, 0.8070941111455084, 105.86166461546829, 12.779077893102828, 2] >>>>> [4450.216530346245, 19.881571976045898, 0.739348756562322, 106.43577976083095, 8.470692505346468, 1.1606514170631268] pyelectro >>> WARNING PPTD failure Fitness: 0.006627078945960152 pyelectro >>> WARNING PPTD failure Fitness: 0.9844339201951302 pyelectro >>> WARNING PPTD failure Fitness: 0.010598368936441172 pyelectro >>> WARNING PPTD failure Fitness: 0.016872989095409352 >>>>> Evaluating: >>>>> [5356.074402706174, 17.566593919507298, 1, 210.97441000572837, 6.266917016200505, 2] >>>>> [5278.0034062059985, 20.485064977389754, 0.6381576220885371, 224.16831527693293, 6.852377895707908, 0] >>>>> [4566.279706565583, 7.625039115874966, 0.3922657067386367, 191.13640531738986, 6.603025058599929, 0.42584453746460155] >>>>> [4899.070809834839, 18.621033534109902, 1, 176.11866808234316, 7.035116403337345, 0.8679618318949736] pyelectro >>> WARNING PPTD failure Fitness: 0.0023964712792865495 pyelectro >>> WARNING PPTD failure Fitness: 0.023869126844905608 pyelectro >>> WARNING PPTD failure Fitness: 0.09803953946544364 pyelectro >>> WARNING PPTD failure Fitness: 0.030494946072118 >>>>> Evaluating: >>>>> [4652.215928367045, 20.34473732787882, 0.35013379973799724, 106.79701130303674, 11.939977699344043, 2] >>>>> [4907.275694412107, 21.214496766609695, 0.5997495427536543, 105.80570223603978, 12.689167102227302, 2] >>>>> [5006.158909204734, 13.116343571822293, 0.8765221773175398, 201.20731749337105, 7.983552983338756, 1.5093810049144274] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5001.82861037799, 16.860644725812378, 0.5690282790708039, 206.102525284191, 11.974931963650747, 1.313086654763043] pyelectro >>> WARNING PPTD failure Fitness: 0.04132166949669036 pyelectro >>> WARNING PPTD failure Fitness: 0.00908661419561807 pyelectro >>> WARNING PPTD failure Fitness: 0.030959767507723668 pyelectro >>> WARNING PPTD failure Fitness: 0.03743031546902964 >>>>> Evaluating: >>>>> [5352.296175757518, 20.32240345552414, 0.9136126796115067, 185.79853925512631, 8.05514957908939, 1.8752236267393039] >>>>> [5462.830779821936, 20.468372155272004, 0.8487563352210964, 165.35277729876157, 7.4990928162945645, 0.7414859428651088] >>>>> [5847.668693384883, 19.31675627053442, 1, 249.39921944902474, 6.631541385827868, 2] >>>>> [5820.351167571085, 20.333298469001956, 0, 233.31398327407646, 7.394980375022426, 1.2770386684218618] pyelectro >>> WARNING PPTD failure Fitness: 0.0065887361387954035 pyelectro >>> WARNING PPTD failure Fitness: 0.01984373848456389 pyelectro >>> WARNING PPTD failure Fitness: 0.015069486284995715 pyelectro >>> WARNING PPTD failure Fitness: 0.025060695128927946 >>>>> Evaluating: >>>>> [4945.555165883193, 21.121438324925183, 0.5713945720119089, 102.65361886249732, 13.937349754392576, 2] >>>>> [4363.638896601229, 22.50563294102982, 0.9290896795960792, 93.85953665967484, 14.276097389167106, 1.7284738397004673] >>>>> [5359.250922868838, 17.06568056754581, 1, 101.4198190133052, 4.156699709464828, 1.3117300994364358] >>>>> [5330.501555372711, 20.496971083956176, 0, 129.55292000125257, 4.587816679908684, 1.317834092061718] pyelectro >>> WARNING PPTD failure Fitness: 0.047566265415414755 pyelectro >>> WARNING PPTD failure Fitness: 0.09926535033106643 pyelectro >>> WARNING PPTD failure Fitness: 0.07497227172169962 pyelectro >>> WARNING PPTD failure Fitness: 0.020243749695508684 >>>>> Evaluating: >>>>> [5601.416080765611, 21.27600659166572, 1, 169.49711981981318, 7.436380207858742, 2] >>>>> [4939.276693767154, 18.609756744338092, 0.584772504028659, 101.27983599787744, 9.931802826600055, 1.3224269789799015] >>>>> [5250.550529781511, 22.04291161965953, 0.8639348907353701, 250.68726135176786, 7.3601175727949295, 0.3774773845996652] >>>>> [4614.0777679873145, 20.00214122832811, 0, 245.83238930751853, 9.982159717771271, 1.0909630452174874] pyelectro >>> WARNING PPTD failure Fitness: 0.008095818990351611 pyelectro >>> WARNING PPTD failure Fitness: 0.0163325169719305 pyelectro >>> WARNING PPTD failure Fitness: 0.02452076254906299 pyelectro >>> WARNING PPTD failure Fitness: 0.01379098877454088 >>>>> Evaluating: >>>>> [5364.729654054466, 21.391489830155926, 1, 177.85274560954016, 7.346797663124652, 0.9499752242251469] >>>>> [5374.823264366095, 20.252799593432705, 1, 184.81641415949696, 4.740532480600926, 1.8392109502967864] >>>>> [5338.873888574408, 19.875433924291045, 0.862244832424665, 129.4872283105103, 5.128014807202005, 1.3093306867592127] >>>>> [5329.238944070144, 19.184173662056214, 0.8895105600856464, 135.65431584875947, 4.080348791998876, 1.1758233355062055] pyelectro >>> WARNING PPTD failure Fitness: 0.022374154517059597 pyelectro >>> WARNING PPTD failure Fitness: 0.0072073704153279294 pyelectro >>> WARNING PPTD failure Fitness: 0.005104904492663653 pyelectro >>> WARNING PPTD failure Fitness: 0.14394485385180178 >>>>> Evaluating: >>>>> [4780.282429340429, 20.1149716354505, 1, 188.57843527534078, 8.458256041874849, 1.874627679205348] >>>>> [5027.381251650419, 18.65636997892183, 1, 194.8283201921125, 8.025143564827943, 1.7803243819735082] >>>>> [5279.488787000383, 23.653488345140833, 1, 155.35236647475426, 6.01989860794062, 0.06384478697096374] >>>>> [4056.9568338557406, 22.417955659668618, 1, 154.6502510823989, 4.736627909624038, 1.0516395654560473] pyelectro >>> WARNING PPTD failure Fitness: 0.002844666621498626 pyelectro >>> WARNING PPTD failure Fitness: 0.012189951100232022 pyelectro >>> WARNING PPTD failure Fitness: 0.02877184192315796 pyelectro >>> WARNING PPTD failure Fitness: 0.004121404959367303 >>>>> Evaluating: >>>>> [4588.966849376322, 22.691654109815225, 1, 172.19691681325585, 4.735495531017594, 0.7679203682016664] >>>>> [4072.2739415852375, 22.53748107904436, 0.8677611445591236, 195.41150505723087, 4.734447153404562, 0] >>>>> [4544.371447603763, 21.60503855180501, 1.0, 181.83266218840976, 6.516606563255392, 1.3882351115539229] >>>>> [4160.908188321362, 23.058448708063693, 1.0, 178.6989945016778, 5.785357628830819, 0.5805931988775701] pyelectro >>> WARNING PPTD failure Fitness: 0.019815077975580797 pyelectro >>> WARNING PPTD failure Fitness: 0.03145110646123361 pyelectro >>> WARNING PPTD failure Fitness: 0.006205635452613656 pyelectro >>> WARNING PPTD failure Fitness: 0.006956018632773842 >>>>> Evaluating: >>>>> [5960.365375653684, 23.762839778100737, 0.8999342705027041, 147.04930680839925, 7.148445558602873, 0.2543891979739541] >>>>> [5475.070452970473, 22.873463484956574, 0.9010044841018314, 129.83810508242289, 6.1630263716809415, 1.8762421381834555] >>>>> [5354.498706587831, 19.583539596377282, 0, 171.85628262374743, 5.626626911414652, 1.8437067706670183] >>>>> [5336.214664683841, 20.701760922785798, 1, 146.42425156223433, 4.387608210602148, 1.6909885655145003] pyelectro >>> WARNING PPTD failure Fitness: 0.02553928276498063 pyelectro >>> WARNING PPTD failure Fitness: 0.07611053820869418 pyelectro >>> WARNING PPTD failure Fitness: 0.02641651168121051 pyelectro >>> WARNING PPTD failure Fitness: 0.02790983770957578 >>>>> Evaluating: >>>>> [5284.340360385234, 21.423037010813406, 0.9957985910720313, 187.96900464541844, 8.086397075770963, 0.5103444014680174] >>>>> [5304.021737158887, 20.10403043241174, 0.12786156329361753, 186.09179378448547, 8.294582716756114, 2] >>>>> [5184.8069149166, 20.186770240702447, 0.8002490297105291, 142.28665376242023, 6.940371882937813, 2] >>>>> [5079.146619831057, 20.339897085273563, 0.8616678770392899, 150.95086665373177, 8.750397229518494, 1.7141282435312224] pyelectro >>> WARNING PPTD failure Fitness: 0.015674312483378805 pyelectro >>> WARNING PPTD failure Fitness: 0.04776275220357995 pyelectro >>> WARNING PPTD failure Fitness: 0.01138651748609465 pyelectro >>> WARNING PPTD failure Fitness: 0.012314192395059598 >>>>> Evaluating: >>>>> [5358.878720897135, 21.667199252507753, 1, 175.7571464472297, 4.948850389252788, 1.6400619721440144] >>>>> [5355.793921255176, 20.949529814241952, 0.9918612114901217, 159.95522303639004, 4.709104648372111, 1.4429581837873127] >>>>> [4750.002774499128, 16.034852106496757, 0.9420274333664861, 191.21996711901483, 7.5211717000550005, 0.48690107444836683] >>>>> [5562.116767495136, 20.354344580684973, 0.3934582513611137, 196.54238576418422, 8.122064926539917, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.012184455304455222 pyelectro >>> WARNING PPTD failure Fitness: 0.013026588862136146 pyelectro >>> WARNING PPTD failure Fitness: 0.024286878624084185 pyelectro >>> WARNING PPTD failure Fitness: 0.00778328299738229 >>>>> Evaluating: >>>>> [5295.25582789711, 22.15016123261285, 0.8367276133494965, 149.6178231297739, 9.80809860230974, 1.822144579713907] >>>>> [4887.940081866558, 22.586633524455078, 0, 140.99080799146265, 12.29633983506185, 1.2589959720179467] >>>>> [4880.66964186466, 17.394021502612176, 1.0, 192.25656498440392, 3.490844400260049, 2] >>>>> [4991.329121275758, 20.27817030249459, 1.0, 193.35740471293462, 10.226977901534603, 1.826477960459965] pyelectro >>> WARNING PPTD failure Fitness: 0.007915102593059498 pyelectro >>> WARNING PPTD failure Fitness: 0.024158291988252034 pyelectro >>> WARNING PPTD failure Fitness: 0.014732045915224257 pyelectro >>> WARNING PPTD failure Fitness: 0.011304324320417503 >>>>> Evaluating: >>>>> [5015.20440508796, 19.47761776703529, 1.0, 193.59144014261682, 8.176414188931325, 2] >>>>> [4989.1553733408355, 19.999408174406003, 1.0, 192.16341666227066, 9.715323440566006, 1.369693173794938] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 >>>>> [4843.694276302204, 19.629266826944598, 0.8843006020281869, 114.52021562829759, 3.5812269861998396, 1.717347119660538] >>>>> [4734.808395320412, 19.301174597062026, 0.934267404526167, 180.58958006107076, 5.963508638021752, 1.6166019406676462] pyelectro >>> WARNING PPTD failure Fitness: 0.04152299049253927 pyelectro >>> WARNING PPTD failure Fitness: 0.015971047498453572 pyelectro >>> WARNING PPTD failure Fitness: 0.013763039895067442 pyelectro >>> WARNING PPTD failure Fitness: 0.00854502121304379 >>>>> Evaluating: >>>>> [6059.300250959728, 15.589913703096167, 0, 158.59667436835952, 2.4907773088464618, 2] >>>>> [5347.791406709508, 16.989038478162964, 1, 155.3667515442629, 2.0131976032328884, 0.23836891953752637] >>>>> [5392.768834159628, 22.685150959824444, 1, 250.32926072359632, 4.603521076028516, 1.6487220351158502] >>>>> [5527.801190247294, 23.221307062869627, 0.840230687266461, 234.03025298169933, 5.1037880179508965, 0.9227130717014582] pyelectro >>> WARNING PPTD failure Fitness: 0.016229093198006028 pyelectro >>> WARNING PPTD failure Fitness: 0.010580508252420073 pyelectro >>> WARNING PPTD failure Fitness: 0.06079757571905042 pyelectro >>> WARNING PPTD failure Fitness: 0.013028398768475613 >>>>> Evaluating: >>>>> [5916.502426413199, 25.22102541272293, 0.2538553857192539, 223.32906508621318, 5.4657361513906215, 0.3492666745800814] >>>>> [5513.992311946899, 22.525250814787544, 0.9522594097272686, 223.75124150499053, 5.907634922012143, 0.1389035507237366] >>>>> [5133.836076712714, 11.049868307832025, 1, 164.91209300496226, 3.3687329007433515, 1.644393290945916] >>>>> [5443.301652806546, 3.1148257907680015, 0.827033588233042, 176.74740160376814, 5.682543518776233, 0.8387558873148816] pyelectro >>> WARNING PPTD failure Fitness: 0.10140268409198261 pyelectro >>> WARNING PPTD failure Fitness: 0.1582499679971182 pyelectro >>> WARNING PPTD failure Fitness: 0.12797693852325764 pyelectro >>> WARNING PPTD failure Fitness: 1.3224440687803316 >>>>> Evaluating: >>>>> [4877.490574983868, 16.006495293037645, 1, 162.26739885001533, 6.099840266030627, 0.8505499903575433] >>>>> [4924.144974684833, 17.628588927131347, 0.27044732737549243, 150.65602772650934, 5.880527461089602, 1.000411883061574] >>>>> [4993.460480562777, 18.733461613329098, 0.7724232806907296, 189.7105261326254, 10.238076315612142, 1.7598911767329573] >>>>> [4793.961975882435, 18.73742677264716, 0.8502581706563404, 169.00951413932466, 10.837621951557374, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.02215440497194776 pyelectro >>> WARNING PPTD failure Fitness: 0.016869075493950003 pyelectro >>> WARNING PPTD failure Fitness: 0.018910645283328087 pyelectro >>> WARNING PPTD failure Fitness: 0.005428021529226168 >>>>> Evaluating: >>>>> [4669.567892623302, 18.252197535439127, 0, 195.0425583036257, 5.693024911254908, 1.4624937357037775] >>>>> [4627.6792682090845, 17.990401105504006, 0.7596278520272323, 190.58748851366354, 6.18079694541913, 0] >>>>> [5626.938034582985, 19.696683130409273, 0.9114890804089871, 188.98167852457428, 8.5500771728513, 2] >>>>> [5517.214073011167, 20.84905448348031, 0, 187.67126703959664, 7.929354490746133, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.00737933339143404 pyelectro >>> WARNING PPTD failure Fitness: 0.04723019905055048 pyelectro >>> WARNING PPTD failure Fitness: 0.018850754703415795 pyelectro >>> WARNING PPTD failure Fitness: 0.007560232580553938 >>>>> Evaluating: >>>>> [5025.736578995377, 19.39178451707856, 0.06147494434429923, 186.52800912958207, 6.094235112253993, 1.6930506367772309] >>>>> [5106.0121714448605, 22.902198202303275, 1.0, 188.64810302429902, 6.112651901444837, 1.470902207764421] >>>>> [5283.138604746869, 19.432523913038903, 0.3795394489279301, 130.02398360788476, 6.98021858826087, 1.3132919788129953] >>>>> [5228.605472484494, 17.952938505899365, 0.09520761874975125, 120.24819252761114, 6.985571958817224, 1.7280796345165528] pyelectro >>> WARNING PPTD failure Fitness: 0.029221848886668345 pyelectro >>> WARNING PPTD failure Fitness: 0.01775468778452527 pyelectro >>> WARNING PPTD failure Fitness: 0.013775604932993901 pyelectro >>> WARNING PPTD failure Fitness: 0.00998347230165142 >>>>> Evaluating: >>>>> [6080.31365775815, 14.407761779601536, 1, 172.7435655903828, 6.520229481102291, 1.2799252439401825] >>>>> [5494.581974567422, 15.42196659732922, 0.5489608303471061, 173.31155505540426, 6.597913520030322, 1.5535536900806228] >>>>> [4138.6612988240095, 20.275284428414007, 1, 171.80978982491223, 6.551504156549661, 1.2683562064544878] >>>>> [5356.484367546029, 20.61202489032436, 0.9198809209412594, 158.5919358209973, 5.634754268222004, 1.9357027407174303] pyelectro >>> WARNING PPTD failure Fitness: 2.169434800926176 pyelectro >>> WARNING PPTD failure Fitness: 0.061863819247709784 pyelectro >>> WARNING PPTD failure Fitness: 0.03331842184315681 pyelectro >>> WARNING PPTD failure Fitness: 0.0095002119592148 >>>>> Evaluating: >>>>> [4544.371447603763, 21.60503855180501, 1.0, 183.17357311134757, 6.516606563255392, 1.3882351115539229] >>>>> [4546.213856664621, 21.60503855180501, 1, 181.83266218840976, 6.036377269637239, 1.3882351115539229] >>>>> [6075.805629798155, 4.2252374487786355, 0.22192478780356972, 158.01435586137268, 1.1596417148634814, 0.3902186730065642] >>>>> [6076.104308498232, 5.596743447490584, 0.22192478780356972, 158.01435586137268, 1.6065830448423064, 0.3902186730065642] pyelectro >>> WARNING PPTD failure Fitness: 0.06587527420051276 pyelectro >>> WARNING PPTD failure Fitness: 0.009541000768877761 pyelectro >>> WARNING PPTD failure Fitness: nan pyelectro >>> WARNING PPTD failure Fitness: 2.324179197610493 >>>>> Evaluating: >>>>> [5343.125907057093, 19.93426303016133, 1, 164.42049546997507, 7.608694821649193, 1.8062716671268824] >>>>> [5343.912294837852, 20.099334637240144, 0.94201785909555, 165.8997902613383, 7.6851064981710735, 1.6557265696039778] >>>>> [6077.315064395264, 12.261429660489242, 0.870198975253063, 177.91380295504553, 4.1561656589567795, 2] >>>>> [5610.326969155474, 17.370090795748673, 0.08081008279428376, 186.90475415349718, 4.190647554216424, 1.2558438001830483] pyelectro >>> WARNING PPTD failure Fitness: 0.006557438759892897 pyelectro >>> WARNING PPTD failure Fitness: 0.010071256861082678 pyelectro >>> WARNING PPTD failure Fitness: 0.035951151769585854 pyelectro >>> WARNING PPTD failure Fitness: 0.012200170670306876 >>>>> Evaluating: >>>>> [5350.454465106972, 16.64063312345377, 0, 168.44176959604252, 6.359289064504428, 2] >>>>> [5084.163726928019, 15.882440586258337, 1, 111.14798498519238, 5.800837618193991, 1.5215782855684086] >>>>> [5365.630497242876, 21.817033880376993, 1.0, 178.75979725900598, 5.736089456078131, 1.2599173487666946] >>>>> [5373.510372215038, 21.160539162367343, 1.0, 153.1207239165981, 5.008247732254609, 1.5202623940074274] pyelectro >>> WARNING PPTD failure Fitness: 0.0022023375545991986 pyelectro >>> WARNING PPTD failure Fitness: 0.006189044155309409 pyelectro >>> WARNING PPTD failure Fitness: 0.0327250503465929 pyelectro >>> WARNING PPTD failure Fitness: 0.013987418575817867 >>>>> Evaluating: >>>>> [4894.476095058853, 23.91756495409224, 0.17121305477492332, 181.8284606387734, 5.981893545730188, 1.514116767707765] >>>>> [4110.430896779639, 22.427676221873302, 0.9842194400402032, 178.24794677970203, 7.884637466604412, 0.9785248713800186] >>>>> [5366.032903568994, 16.41247731018854, 0.2045373694326384, 172.58622370454702, 6.067300854597665, 1.8749096691120744] >>>>> [5373.258193213155, 21.262438451436836, 0.1389270533906809, 186.40464634433002, 4.93449011356326, 0.11841756148456906] pyelectro >>> WARNING PPTD failure Fitness: 0.06994186095648725 pyelectro >>> WARNING PPTD failure Fitness: 0.06462626454348486 pyelectro >>> WARNING PPTD failure Fitness: 0.012333757020990377 pyelectro >>> WARNING PPTD failure Fitness: 0.021220791894252078 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 >>>>> [5533.741450212158, 17.176617565323838, 1, 209.51763111933082, 6.219588529106833, 2.0] >>>>> [5756.461275342011, 17.872881307949307, 0.751486167707296, 189.03966296340718, 6.23026114079139, 2.0] >>>>> [4627.027282775271, 19.065919417772335, 1.0, 195.96678493257855, 10.041558461835606, 0.5959369868684852] >>>>> [4730.104351927105, 17.361102368349226, 0, 192.77467275505154, 8.689863911789766, 0.6722610941917757] pyelectro >>> WARNING PPTD failure Fitness: 0.01574889465113649 pyelectro >>> WARNING PPTD failure Fitness: 0.022852798835057753 pyelectro >>> WARNING PPTD failure Fitness: 0.012194086967232898 pyelectro >>> WARNING PPTD failure Fitness: 0.9462479022047954 >>>>> Evaluating: >>>>> [4748.714547357786, 18.16774970409546, 1.0, 209.82940404756215, 6.86864298317389, 2] >>>>> [5292.0599605255675, 18.896000425183235, 1.0, 204.04255208991103, 6.528965616375456, 0.7421935238361976] >>>>> [4580.777105214316, 20.858355511642728, 1.0, 187.6068550432051, 6.841585451126692, 0] >>>>> [4772.337239688308, 20.27692345125839, 1, 183.8065874881637, 7.272587377878302, 1.6937947817216048] pyelectro >>> WARNING PPTD failure Fitness: 0.02244146553921289 pyelectro >>> WARNING PPTD failure Fitness: 0.0160492220765589 pyelectro >>> WARNING PPTD failure Fitness: 0.04217102187151245 pyelectro >>> WARNING PPTD failure Fitness: 0.006667566688465354 >>>>> Evaluating: >>>>> [4140.336133613871, 22.810659434672697, 0.9298120730632776, 156.61610455163458, 5.063469298018595, 0.045590364713005926] >>>>> [4387.531380706561, 20.630725711293728, 0.8950851425593306, 130.20547971261794, 5.2082850836383265, 0.6799251729777032] >>>>> [5925.013296862818, 15.977416095584008, 0.25763911384419685, 162.33527163743935, 5.3666196644970405, 0.9333084575083573] >>>>> [5986.301599141832, 11.625371894783658, 0.37290727499981413, 166.3555723832326, 5.017908678903712, 0.6840859934004743] pyelectro >>> WARNING PPTD failure Fitness: 0.030999953662985136 pyelectro >>> WARNING PPTD failure Fitness: 0.04826064205217795 pyelectro >>> WARNING PPTD failure Fitness: 0.02866249790634845 pyelectro >>> WARNING PPTD failure Fitness: 0.01376651205635726 >>>>> Evaluating: >>>>> [5361.9615297838545, 20.769137529486596, 0.9461213074783587, 154.24110506946158, 4.842284304083554, 1.515725414227298] >>>>> [5355.06328676697, 20.524132843127024, 0.9973898271187844, 155.12459991186319, 5.091996952840698, 0.41827597340225453] >>>>> [5437.237595408308, 22.442349516430696, 1, 186.6928185126287, 5.989841899570342, 1.9538307796830408] >>>>> [5711.802335183113, 20.20633183124257, 1, 186.8385001593349, 9.060885477471514, 1.84067208456556] pyelectro >>> WARNING PPTD failure Fitness: 0.0057303952154676985 pyelectro >>> WARNING PPTD failure Fitness: 0.02227810228001914 pyelectro >>> WARNING PPTD failure Fitness: 0.004319429448184531 pyelectro >>> WARNING PPTD failure Fitness: 0.03800899345796371 >>>>> Evaluating: >>>>> [5062.2444719136865, 22.05985390320336, 1, 186.51029036823604, 8.28926292397929, 1.9424567122899172] >>>>> [5280.978899258726, 19.533369641073897, 1, 189.64469674458635, 8.122907962984707, 2] >>>>> [5100.157782093177, 19.40215899359577, 0, 177.82451303830487, 7.9636292718332395, 1.5692815127264097] >>>>> [5504.6806045666135, 20.507744216619002, 0.9211054945522328, 190.4052270370324, 5.495740618315959, 1.824889551774668] pyelectro >>> WARNING PPTD failure Fitness: 0.003140276571949596 pyelectro >>> WARNING PPTD failure Fitness: 0.011912461584939305 pyelectro >>> WARNING PPTD failure Fitness: 0.03789772154130966 pyelectro >>> WARNING PPTD failure Fitness: 0.010707469741112918 >>>>> Evaluating: >>>>> [5306.807565793433, 20.416740365435636, 0.8542896066298358, 175.04386229899248, 10.738853650750768, 1.635192759981521] >>>>> [4738.594868317904, 21.57420473299396, 0.8784268883071781, 179.58058715596542, 9.85693561598336, 1.4937040168597553] >>>>> [5436.394159927333, 21.629190062978374, 1.0, 183.48349398870144, 7.17253517999231, 1.9674251128385163] >>>>> [5445.871964233596, 20.083539541814446, 1, 181.9433355097312, 7.945183379513854, 1.1713682558260734] pyelectro >>> WARNING PPTD failure Fitness: 0.007142372069689373 pyelectro >>> WARNING PPTD failure Fitness: 0.023976194999718925 pyelectro >>> WARNING PPTD failure Fitness: 0.01929128339310593 pyelectro >>> WARNING PPTD failure Fitness: 0.005023591051290244 >>>>> Evaluating: >>>>> [5956.489828810481, 21.21644267507599, 1, 189.74884793462545, 7.841647586624505, 1.6446749269473702] >>>>> [5862.181626418456, 19.99902232314971, 0.9871242075837798, 189.73391885928848, 8.163691974795036, 1.9517580045524834] >>>>> [5351.361165245873, 20.8921415467584, 0.8491604925989065, 173.45139755127704, 8.717679117782922, 1.2841902361187134] >>>>> [5345.491144699578, 19.57124532411366, 0.9989597852162422, 163.5371366747518, 8.388425255082817, 1.6310289030460443] pyelectro >>> WARNING PPTD failure Fitness: 0.031368131459116544 pyelectro >>> WARNING PPTD failure Fitness: 0.01404738337559186 pyelectro >>> WARNING PPTD failure Fitness: 0.01985409060049592 pyelectro >>> WARNING PPTD failure Fitness: 0.004661937468435351 >>>>> Evaluating: >>>>> [5196.687355817673, 21.187165778235205, 0.6269735097951128, 188.9467682123768, 8.03906514465863, 0.5693650068601812] >>>>> [5542.996232387137, 21.2593371369375, 0.5712863893918292, 188.85226758250994, 8.210589739101191, 1.675648723448805] >>>>> [5355.071417794265, 22.255716067089292, 1.0, 175.79321434548575, 6.491336328224362, 2] >>>>> [5412.487075207796, 21.472900415423467, 1.0, 165.90875862707253, 7.332548446651406, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.01287169896458562 pyelectro >>> WARNING PPTD failure Fitness: 0.009377413254921918 pyelectro >>> WARNING PPTD failure Fitness: 0.017746093097245286 pyelectro >>> WARNING PPTD failure Fitness: 0.15478714333925148 >>>>> Evaluating: >>>>> [5423.989697538127, 19.632984523146867, 1, 182.182006039354, 9.118453055788146, 1.379077428946843] >>>>> [5354.190226577658, 21.10241541721654, 1, 181.54229714384095, 8.39974019036702, 1.377950916883647] >>>>> [5259.0436210902, 19.012758227390513, 0.9738396976970106, 173.25952501577817, 10.29077460520768, 1.9908632113407174] >>>>> [4829.242564774645, 22.21888496560614, 0.9364738404732619, 170.48699532841397, 10.063419222357009, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.9190070125827751 pyelectro >>> WARNING PPTD failure Fitness: 0.00728194647688829 pyelectro >>> WARNING PPTD failure Fitness: 0.006377015250291773 pyelectro >>> WARNING PPTD failure Fitness: 0.02190559435393724 >>>>> Evaluating: >>>>> [4209.648688295154, 22.04212940836765, 1, 156.05325501503356, 3.261447609050214, 1.0526784891972358] >>>>> [4089.2803416534234, 22.664555181579413, 0, 154.59239272170075, 4.757376803551211, 0] >>>>> [5364.764507575487, 21.326092582020944, 0.9620528692526112, 188.44915067240206, 10.772574580285058, 1.6801592909240355] >>>>> [4758.331357999929, 18.106126207405595, 0.9254840561635408, 193.63693725477978, 10.246034243849687, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.0024210789176135616 pyelectro >>> WARNING PPTD failure Fitness: 0.023982409343779487 pyelectro >>> WARNING PPTD failure Fitness: 0.0326295614998825 pyelectro >>> WARNING PPTD failure Fitness: 0.017521848207889046 >>>>> Evaluating: >>>>> [4289.146353863285, 18.08311801507834, 0.861464769065341, 158.62090344266545, 11.694868490913015, 2] >>>>> [4013.693053573449, 20.944343298026684, 0.4011367574430694, 158.52371801680835, 11.26384805089624, 0.8737926468796999] >>>>> [5461.20441860553, 6.611011286857171, 0.2891549352106022, 153.35729714712494, 4.79715824323698, 1.2971209268287969] >>>>> [5505.300500610248, 11.445583690733844, 0.7045053504462746, 154.7723693976625, 1.9655746476381677, 1.0419473107581012] pyelectro >>> WARNING PPTD failure Fitness: 0.04957215409939841 pyelectro >>> WARNING PPTD failure Fitness: 0.01952977874234252 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 pyelectro >>> WARNING PPTD failure Fitness: 0.20645272910007473 pyelectro >>> WARNING PPTD failure Fitness: 0.04676197599732013 >>>>> Evaluating: >>>>> [5148.196146042722, 18.17196898913422, 0.848925061817253, 168.783328392282, 8.72598118595235, 1.5699908728005414] >>>>> [4743.125970078852, 17.750115387926154, 1, 167.92259771645755, 7.285152930762333, 2] >>>>> [5356.354389485097, 20.846134281888883, 1.0, 176.22090634296154, 5.478330841743827, 2] >>>>> [5357.588455913655, 20.368081440406748, 1.0, 158.11394108066497, 6.31631802763789, 1.5799134825380226] pyelectro >>> WARNING PPTD failure Fitness: 0.03335398503489129 pyelectro >>> WARNING PPTD failure Fitness: 0.0058273199546816645 pyelectro >>> WARNING PPTD failure Fitness: 0.02128106849566791 pyelectro >>> WARNING PPTD failure Fitness: 0.023118624289695466 >>>>> Evaluating: >>>>> [5321.707265163811, 20.291675553129632, 0.9679400856290378, 176.62637307108457, 5.188453327525437, 1.5110564414153012] >>>>> [5302.268706614496, 21.202315715794988, 0.9600827276714718, 176.95574532666927, 10.864211553387099, 1.6378576783513499] >>>>> [5371.2177917176805, 18.73383106254222, 0.9836159023401418, 117.80938083144646, 6.756444483089421, 0.9122682031436716] >>>>> [5384.419903769373, 20.570398561602808, 0.9456536640764981, 130.1819558271493, 5.553074821454572, 1.5214919322164004] pyelectro >>> WARNING PPTD failure Fitness: 0.007351562837061287 pyelectro >>> WARNING PPTD failure Fitness: 0.027684509200252228 pyelectro >>> WARNING PPTD failure Fitness: 0.13534478321265453 pyelectro >>> WARNING PPTD failure Fitness: 0.01371368673754636 >>>>> Evaluating: >>>>> [5416.2013060117815, 20.521471664279204, 1, 183.16790350738194, 5.970798306879886, 2] >>>>> [5344.218963207512, 18.762888799250685, 0, 186.71352647939148, 6.163058865676063, 2] >>>>> [5303.422865778184, 16.68554514729683, 1, 123.92035581784307, 6.014226157482224, 1.9691212441189607] >>>>> [5377.04734152683, 17.78990714713402, 1, 110.01532703363831, 5.984297268787114, 1.646868625846013] pyelectro >>> WARNING PPTD failure Fitness: 0.015258324417870561 pyelectro >>> WARNING PPTD failure Fitness: 0.02753117772599223 pyelectro >>> WARNING PPTD failure Fitness: 0.007805031724702816 pyelectro >>> WARNING PPTD failure Fitness: 0.08019551512366507 >>>>> Evaluating: >>>>> [4880.445667893816, 17.76693623554342, 1.0, 180.72109897731735, 7.782277924690358, 0.8439031414116415] >>>>> [4848.435515480244, 18.759904515453094, 1.0, 170.8363205035923, 8.144655877887669, 1.9400171145084957] >>>>> [4378.46070571295, 20.82312873701738, 1, 154.87380199282984, 5.409693053879758, 1.059261943370971] >>>>> [4164.524081356961, 23.00802352510685, 1.0, 152.91806866997365, 5.8168230505641905, 0.8085962572198457] pyelectro >>> WARNING PPTD failure Fitness: 0.012269608517720298 pyelectro >>> WARNING PPTD failure Fitness: 0.03240529564325023 pyelectro >>> WARNING PPTD failure Fitness: 0.036720180750094866 pyelectro >>> WARNING PPTD failure Fitness: 0.010536952911371467 >>>>> Evaluating: >>>>> [4722.362841240454, 17.604520358097492, 1.0, 182.40888171978844, 10.067876616444767, 2] >>>>> [4629.765587946074, 17.747569456134606, 0, 181.64978873650344, 11.783274029472064, 1.7772885810303176] >>>>> [4576.693032028821, 19.485617953403665, 1, 183.56171892456587, 6.489174165787038, 1.5738722240108636] >>>>> [4673.244224720193, 20.451496924306507, 0.684165422790909, 181.53433454400664, 6.955175494764258, 1.3954406049837509] pyelectro >>> WARNING PPTD failure Fitness: 0.02284439408088834 pyelectro >>> WARNING PPTD failure Fitness: 0.010447753698660023 pyelectro >>> WARNING PPTD failure Fitness: 0.018592311819282004 pyelectro >>> WARNING PPTD failure Fitness: 0.02862128887414228 >>>>> Evaluating: >>>>> [5343.802207703357, 19.85006291122289, 0.2762508259406503, 147.2114137603216, 5.030916815801195, 0.4894939129903062] >>>>> [5340.453792563642, 20.72068588907489, 0.9305507139226974, 145.17769107011068, 6.328517736655859, 0.24510213648656087] >>>>> [5043.070191951789, 15.865760287648001, 0, 167.96615992599834, 3.5197951110456156, 0.5555895690340884] >>>>> [4710.256123987826, 7.834003754526186, 1, 173.01679938579846, 6.779590557198108, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.02224876916019991 pyelectro >>> WARNING PPTD failure Fitness: 0.011268212645066833 pyelectro >>> WARNING PPTD failure Fitness: 0.02126463827696523 pyelectro >>> WARNING PPTD failure Fitness: 0.22179321607986957 >>>>> Evaluating: >>>>> [5348.11259458197, 22.0573795866025, 0.9642284182413436, 164.3207525386263, 5.05829816263667, 1.7113698559296218] >>>>> [5402.7005260448095, 20.50721098671222, 0.8726975487660021, 180.20989530038688, 6.093341351349291, 1.3199465035379747] >>>>> [5353.060485817141, 21.1479388830557, 1, 157.65239140914332, 5.440377876063202, 2] >>>>> [5360.779262422196, 19.058238325753333, 0.9244319764121937, 154.78233303441326, 5.71261770175136, 1.8741347800307526] pyelectro >>> WARNING PPTD failure Fitness: 0.02846736634656033 pyelectro >>> WARNING PPTD failure Fitness: 0.010070990710021044 pyelectro >>> WARNING PPTD failure Fitness: 0.052665903660134794 pyelectro >>> WARNING PPTD failure Fitness: 0.0314378782398852 >>>>> Evaluating: >>>>> [4726.156891292453, 19.661837494097593, 1, 129.28096535720812, 5.52041491217779, 1.388744332267459] >>>>> [4649.423260644108, 19.276876761968975, 1.0, 149.9542293812237, 4.359465648352379, 1.3024216811338176] >>>>> [4754.602904584855, 17.701239768153112, 0.9411533129001487, 169.2653545965427, 11.769950508966836, 0.307649116410575] >>>>> [4744.264552452567, 19.68076659291266, 0.9330467738905901, 168.28674324839147, 9.947398974882773, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.02222832430581878 pyelectro >>> WARNING PPTD failure Fitness: 0.0538541236402561 pyelectro >>> WARNING PPTD failure Fitness: 0.014886973926498293 pyelectro >>> WARNING PPTD failure Fitness: 0.025756587759605987 >>>>> Evaluating: >>>>> [5433.030521744741, 17.898852879423444, 1, 173.46284617414457, 8.013836455646489, 1.779631276998237] >>>>> [5378.593042851623, 18.62871476746641, 0.6672686498147566, 180.74191451448914, 6.376269060282366, 1.9073609827480702] >>>>> [5916.107045161884, 21.558053895714096, 1, 160.71067928143788, 4.703084812348573, 1.6867635035551984] >>>>> [5563.435771546148, 22.68988655057872, 0.9693769820803748, 193.46764042286387, 6.388911701620028, 1.525820133103138] pyelectro >>> WARNING PPTD failure Fitness: 0.01810758941721269 pyelectro >>> WARNING PPTD failure Fitness: 0.04344939139639925 pyelectro >>> WARNING PPTD failure Fitness: 0.020455222928784322 pyelectro >>> WARNING PPTD failure Fitness: 0.0195668977669462 >>>>> Evaluating: >>>>> [5414.2144037718135, 20.822014555497955, 0, 164.672096847784, 5.652983228545553, 1.0492687524000743] >>>>> [4248.872381017298, 22.113231462025386, 0.06261467015314362, 169.01750737898124, 5.15641864788223, 1.069884280041051] >>>>> [5323.524686575663, 17.168533383914582, 0, 170.5570638387474, 6.770173482115333, 1.9939175133233136] >>>>> [5354.399982062431, 15.575236246922849, 1, 171.1115260034521, 7.404257379067617, 1.929912727772792] pyelectro >>> WARNING PPTD failure Fitness: 0.04710299166482357 pyelectro >>> WARNING PPTD failure Fitness: 0.017761870794839152 pyelectro >>> WARNING PPTD failure Fitness: 0.013428226324327608 pyelectro >>> WARNING PPTD failure Fitness: 0.026591761702702832 >>>>> Evaluating: >>>>> [4766.427924640906, 16.706727025692935, 0.2801468301946839, 176.48878769967436, 7.36742429332793, 1.9779067325700481] >>>>> [5224.150459252796, 16.211101662285962, 0.1917717209519367, 190.19174725954306, 8.295359387016745, 1.9679176678960282] >>>>> [4680.828587257587, 20.009799748249698, 0.8478377099310147, 168.4413444006703, 8.943372228153963, 1.408890998139006] >>>>> [4540.047351198668, 21.53149161463007, 0.12248113616876544, 178.58181503704765, 10.447022008259605, 1.417187594490938] pyelectro >>> WARNING PPTD failure Fitness: 0.005417743317578716 pyelectro >>> WARNING PPTD failure Fitness: 0.017112546155590214 pyelectro >>> WARNING PPTD failure Fitness: 0.03283993061928725 pyelectro >>> WARNING PPTD failure Fitness: 0.016268727445606368 >>>>> Evaluating: >>>>> [4949.856084673504, 22.046569265774696, 1.0, 183.6463500679607, 5.751797138471949, 1.4502401764188027] >>>>> [4252.655723235355, 21.29729572756432, 1.0, 176.4689078008022, 6.466566529793904, 1.6522386217034384] >>>>> [5780.745533118649, 4.7737871894979715, 0, 163.21687569310447, 8.278165230521637, 1.4721769673297374] >>>>> [5565.467939336609, 17.92433145423517, 0.9882557383861028, 159.91424742673206, 7.107697960739889, 0.8532368504072649] pyelectro >>> WARNING PPTD failure Fitness: 0.013337422498260976 pyelectro >>> WARNING PPTD failure Fitness: 0.002645404755949543 pyelectro >>> WARNING PPTD failure Fitness: 0.1519638472633038 pyelectro >>> WARNING PPTD failure Fitness: 0.025156502175382567 >>>>> Evaluating: >>>>> [5360.861684043747, 20.016340997537416, 0.9439935740177053, 168.0741754303094, 6.38005113744858, 1.9566021345843676] >>>>> [5353.307669745269, 20.732778459484436, 0.5438021480091011, 166.91541140148925, 4.797397404593412, 1.586205597817039] >>>>> [5256.639955599173, 18.315268957736862, 1.0, 183.4420409955922, 8.001488788318778, 2] >>>>> [4830.408068363435, 20.822800735283522, 1, 181.44221935085392, 9.269748442751691, 1.033102947365517] pyelectro >>> WARNING PPTD failure Fitness: 0.0074168373537115695 pyelectro >>> WARNING PPTD failure Fitness: 0.020688472579878048 pyelectro >>> WARNING PPTD failure Fitness: 0.011563965825892475 pyelectro >>> WARNING PPTD failure Fitness: 0.018900144895772852 >>>>> Evaluating: >>>>> [5373.262728464648, 21.218220012293905, 1, 173.21830393171265, 6.801569844803696, 1.671092901459357] >>>>> [5413.968334935968, 20.837655668344215, 1.0, 173.126801462449, 9.279214111864812, 1.7806641038507791] >>>>> [4926.440566676256, 19.48858388546696, 1, 104.56921020543226, 7.86090414771455, 1.7974116086902314] >>>>> [4885.452588972759, 18.320657199233686, 1, 125.97424889740486, 7.792276687671221, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.020414829489155073 pyelectro >>> WARNING PPTD failure Fitness: 0.03946873710849963 pyelectro >>> WARNING PPTD failure Fitness: 0.035266928786986784 pyelectro >>> WARNING PPTD failure Fitness: 0.022447140828168344 >>>>> Evaluating: >>>>> [4788.03975508565, 19.171987744378804, 0.7713600054962506, 183.54186222466004, 7.801205809839606, 1.3303427354111743] >>>>> [5182.639931790997, 19.784330947580116, 1, 169.03734208642442, 7.911495221556265, 1.294959081507184] >>>>> [3962.4396716464116, 16.54420808467197, 0, 178.26962623328762, 5.741031412445117, 2] >>>>> [4595.5695073977695, 21.47945999891407, 1, 211.7493028884878, 4.806893253177527, 1.6230220318747395] pyelectro >>> WARNING PPTD failure Fitness: 0.012227071007961388 pyelectro >>> WARNING PPTD failure Fitness: 0.007034045392407151 pyelectro >>> WARNING PPTD failure Fitness: 0.004226421780689216 pyelectro >>> WARNING PPTD failure Fitness: 0.1187275109317647 >>>>> Evaluating: >>>>> [4101.184423488465, 22.028155909861532, 1.0, 153.00013593352105, 4.971235482417559, 1.0525370412287751] >>>>> [4128.122674399591, 23.68592697592484, 1.0, 154.9048160343025, 2.5050519083246847, 0.9416382890473955] >>>>> [5406.620675309696, 17.11911762666673, 0, 175.5678411829617, 7.857145908308355, 1.2680674510619703] >>>>> [5432.22714540863, 19.206549884459637, 1, 183.24956059943875, 7.302599710139844, 1.5256086221952643] pyelectro >>> WARNING PPTD failure Fitness: 0.01683338973288373 pyelectro >>> WARNING PPTD failure Fitness: 0.004102083135796186 pyelectro >>> WARNING PPTD failure Fitness: 0.014134257684024432 pyelectro >>> WARNING PPTD failure Fitness: 0.016952992314199 >>>>> Evaluating: >>>>> [4859.639059622243, 19.569938272107947, 1, 164.57889914289976, 8.4520311080858, 1.679260031048322] >>>>> [4863.994918010357, 20.41637117167808, 0.9831950982281975, 173.38862977889465, 9.092640515342138, 1.8342504875089143] >>>>> [5752.697592352542, 10.048315556712769, 1, 167.79883684957366, 3.442519511241702, 2] >>>>> [5793.1226018160805, 23.265682736937343, 0.9280390090162352, 186.66980579437487, 1.9886685933289803, 0] pyelectro >>> WARNING PPTD failure Fitness: 0.011677224232636618 pyelectro >>> WARNING PPTD failure Fitness: 0.0066288064787760614 pyelectro >>> WARNING PPTD failure Fitness: 0.1688414529676504 pyelectro >>> WARNING PPTD failure Fitness: 0.05355988255788957 >>>>> Evaluating: >>>>> [5466.507810050202, 17.02980674652716, 0.9387061959056856, 166.37968491328422, 3.161301556094947, 1.7957900063546894] >>>>> [4905.03293173163, 19.148501409750576, 0, 170.72954144455963, 5.184838948600318, 2] >>>>> [5062.2444719136865, 22.05985390320336, 0.23194424023886417, 186.36439008881118, 8.28926292397929, 1.9424567122899172] >>>>> [5063.122738412899, 22.45486096619017, 0, 187.1785676967958, 10.945171933806732, 1.9424567122899172] pyelectro >>> WARNING PPTD failure Fitness: 0.0397408944775709 pyelectro >>> WARNING PPTD failure Fitness: 0.01675939661962711 pyelectro >>> WARNING PPTD failure Fitness: 0.006302456052981409 pyelectro >>> WARNING PPTD failure Fitness: 0.04901386270296215 >>>>> Evaluating: >>>>> [4766.708026660318, 17.500362427161814, 0.13068404694998148, 177.0443377181628, 7.690127881435252, 0.551392222766107] >>>>> [4764.8662230572345, 17.308974586475266, 0.42325017047693836, 180.0799681592838, 8.165199326287928, 2] >>>>> [5038.254032757606, 19.86901330381275, 0.8829230808173891, 168.14241321987117, 8.523877897951703, 1.9538527713135787] >>>>> [4928.513191649108, 22.86106677919384, 0.44820860899631554, 167.30728499468134, 7.900169102924112, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.024692191321109003 pyelectro >>> WARNING PPTD failure Fitness: 0.008917040255748354 pyelectro >>> WARNING PPTD failure Fitness: 0.0060573572950626264 pyelectro >>> WARNING PPTD failure Fitness: 0.02443982023521374 >>>>> Evaluating: >>>>> [5085.553795989211, 22.5589972621956, 1.0, 176.55103467674914, 6.368640578873222, 1.9674491162168581] >>>>> [4664.565543212449, 21.88810834917329, 1.0, 187.38189948664123, 6.695998031414122, 0.5308046785051614] >>>>> [4902.224496925842, 18.673484168259645, 1, 187.00197302434023, 11.302421640965006, 1.9065471093184334] >>>>> [5357.865826501966, 17.09573759985253, 1.0, 187.27057240540196, 8.458754988196915, 1.971195099589477] pyelectro >>> WARNING PPTD failure Fitness: 0.008427982329398342 pyelectro >>> WARNING PPTD failure Fitness: 0.020057952067321416 pyelectro >>> WARNING PPTD failure Fitness: 0.02377454016581715 pyelectro >>> WARNING PPTD failure Fitness: 0.017271060531479532 >>>>> Evaluating: >>>>> [4384.029179591527, 21.35674096372678, 1.0, 152.15447577369378, 5.57642781795911, 1.3681542116974696] >>>>> [4606.900752476983, 21.576457318161673, 1.0, 172.13274604643505, 5.190414659821336, 1.3140904878860695] >>>>> [5471.531610456897, 21.600754352163552, 1.0, 186.7289545674706, 8.300772748317913, 2] >>>>> [5107.031051358714, 20.00354173359747, 1, 185.8414520778511, 7.094939011241292, 1.7856808915363716] pyelectro >>> WARNING PPTD failure Fitness: 0.01484763256685906 pyelectro >>> WARNING PPTD failure Fitness: 0.0031790321863355286 pyelectro >>> WARNING PPTD failure Fitness: 0.014243782140397454 pyelectro >>> WARNING PPTD failure Fitness: 0.015126394739916726 >>>>> Evaluating: >>>>> [5296.000200511199, 20.743398132521715, 0.8993810495078655, 153.64525357647267, 10.74180709439776, 1.67496418654043] >>>>> [5374.740712904804, 19.56921807860156, 0.9677698216636436, 157.0705158073872, 4.847730915141701, 1.282292427567994] >>>>> [5032.586014449428, 22.112486619953305, 0.47426027642961577, 183.0464028258801, 7.262588091929349, 1.171032300438968] Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5176.988601401527, 20.76963119322651, 0.3548547223531669, 185.90859763213186, 8.307030015472002, 1.4630572262132546] pyelectro >>> WARNING PPTD failure Fitness: 0.010197362771069085 pyelectro >>> WARNING PPTD failure Fitness: 0.011180536920443296 pyelectro >>> WARNING PPTD failure Fitness: 0.027383263697652094 pyelectro >>> WARNING PPTD failure Fitness: 0.010978381392368952 >>>>> Evaluating: >>>>> [5286.194766963324, 18.638904038011077, 0.9243379423279974, 186.23746208731933, 7.706890238385923, 1.5036872873737765] >>>>> [5242.543999293215, 18.480902943152707, 0.9619074232201716, 178.83469512793118, 7.628922581266185, 1.9093141524408699] >>>>> [4373.0782307051795, 20.905480895517783, 1.0, 178.04491034338048, 7.333380662858835, 1.2589075948750565] >>>>> [4639.805357393938, 21.75242322211218, 1, 171.28094227364852, 5.802000923216357, 1.638544926232874] pyelectro >>> WARNING PPTD failure Fitness: 0.11143935442721509 pyelectro >>> WARNING PPTD failure Fitness: 0.021759730117775766 pyelectro >>> WARNING PPTD failure Fitness: 0.07003421511858343 pyelectro >>> WARNING PPTD failure Fitness: 0.048382089240003756 >>>>> Evaluating: >>>>> [4435.63295949537, 21.803205559567086, 1.0, 171.911353880796, 4.005207234447977, 1.259668057398408] >>>>> [4532.396236584464, 21.694750493510213, 1.0, 167.75049827634317, 3.411184311525532, 1.2695014915745568] >>>>> [4935.945837004064, 16.241734918543354, 1, 170.6098973677682, 5.801859035451631, 1.6453384428043072] >>>>> [4905.887561600477, 23.727852629197333, 1.0, 165.3309984549987, 5.738185567687302, 1.770042158821349] pyelectro >>> WARNING PPTD failure Fitness: 0.01097598106058395 pyelectro >>> WARNING PPTD failure Fitness: 0.0042974302518736796 pyelectro >>> WARNING PPTD failure Fitness: 0.051184414315731175 pyelectro >>> WARNING PPTD failure Fitness: 0.016742186750904775 >>>>> Evaluating: >>>>> [4620.329979378884, 18.965525683592354, 1, 174.24384793902558, 7.334634240597206, 1.443721046503171] >>>>> [4613.132484769737, 17.88202923089867, 1.0, 177.51986833945696, 10.612946868448766, 1.3906949671412578] >>>>> [5356.725644321823, 20.242869221109324, 0.09363628025435755, 208.59227223567638, 6.129704900373363, 1.9938403757193148] >>>>> [5428.587174738315, 21.86989501482849, 1, 202.10994115353384, 6.229385413351096, 1.989201592624947] pyelectro >>> WARNING PPTD failure Fitness: 0.02668357222009954 pyelectro >>> WARNING PPTD failure Fitness: 0.024937662022910034 pyelectro >>> WARNING PPTD failure Fitness: 0.009940488672118164 pyelectro >>> WARNING PPTD failure Fitness: 0.010869809093989158 >>>>> Evaluating: >>>>> [5354.134922502863, 17.495446501917844, 1, 178.37432386085806, 9.03485855587837, 1.8753630308887308] >>>>> [5345.089762035167, 20.092141445383923, 1, 209.3756147099209, 6.116891260545144, 1.6131985587403346] >>>>> [4205.937669737347, 19.33848386552952, 0.47303126282230323, 159.9499147465975, 6.620418645483596, 1.644752832510808] >>>>> [4136.841648495248, 20.080119631373506, 1, 179.50294442216324, 4.916429308032589, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.002233999872904957 pyelectro >>> WARNING PPTD failure Fitness: 0.012435751715446308 pyelectro >>> WARNING PPTD failure Fitness: 0.007587892208717806 pyelectro >>> WARNING PPTD failure Fitness: 0.003264275858985144 >>>>> Evaluating: >>>>> [5026.160142041846, 16.695083501811943, 1.0, 211.01481044481318, 7.214632775864597, 2] >>>>> [4988.656779813716, 16.458031349253822, 1.0, 209.78023381984715, 7.954997553453627, 1.3294326606298221] >>>>> [4984.451182985121, 18.001746644983644, 1.0, 189.46882414578707, 8.151756895545127, 1.4285294667358515] >>>>> [4690.927488083355, 22.890241671661702, 0.36552791677703667, 185.92682403054212, 9.489774803648585, 1.7167506842168099] pyelectro >>> WARNING PPTD failure Fitness: 0.004071690548893114 pyelectro >>> WARNING PPTD failure Fitness: 0.04482466519458239 pyelectro >>> WARNING PPTD failure Fitness: 0.0277898973291012 pyelectro >>> WARNING PPTD failure Fitness: 0.012544374539826486 >>>>> Evaluating: >>>>> [4933.441861645526, 22.053874148977975, 0, 186.1111937351546, 9.395847614815304, 1.840544878646296] >>>>> [4928.163152035291, 22.76696105553643, 1, 185.89744169840668, 9.328827767545395, 1.8214513739650617] >>>>> [5196.351932250626, 17.526707768055015, 1.0, 187.56245207388733, 6.975541366976793, 1.2944555130878097] >>>>> [5149.583966415022, 17.937944977805962, 1.0, 187.34256684665615, 8.795615075963704, 1.8747844206230966] pyelectro >>> WARNING PPTD failure Fitness: 0.022928693497140107 pyelectro >>> WARNING PPTD failure Fitness: 0.008588568660959917 pyelectro >>> WARNING PPTD failure Fitness: 0.04686659412192973 pyelectro >>> WARNING PPTD failure Fitness: 0.003936926150825526 >>>>> Evaluating: >>>>> [5344.449154132366, 17.921370033877466, 1, 207.75197959311816, 7.286584614575503, 1.96113583974552] >>>>> [5053.327331762843, 16.02756225583107, 1.0, 202.1662339528393, 9.317766538022482, 1.8903474082872609] >>>>> [4263.7667207185095, 21.703064885140023, 1.0, 167.25284801572863, 5.482378959197915, 0.26167664481029806] >>>>> [4531.399854756807, 21.732693010375606, 1.0, 170.43511979385775, 4.684105681568694, 1.5901608943447778] pyelectro >>> WARNING PPTD failure Fitness: 0.042778738931808946 pyelectro >>> WARNING PPTD failure Fitness: 0.005828811149016233 pyelectro >>> WARNING PPTD failure Fitness: 0.02324266870788394 pyelectro >>> WARNING PPTD failure Fitness: 0.015089514729472286 >>>>> Evaluating: >>>>> [5370.439129305294, 22.908685215882276, 0.1583009114714432, 214.9922427294386, 4.106371052648154, 1.339190097549267] >>>>> [5116.938955705765, 18.66131763644842, 1.0, 199.61130393589093, 3.5460940513622723, 1.2863273811865237] >>>>> [3977.3486923703267, 20.10675388399286, 1, 175.5510234652864, 6.07092774481125, 1.2456187564706684] >>>>> [4342.590288451911, 16.172240345307188, 1, 175.4923235281349, 5.53545335613612, 1.8442135527116281] pyelectro >>> WARNING PPTD failure Fitness: 0.015549367688546423 pyelectro >>> WARNING PPTD failure Fitness: 0.004184947855816357 pyelectro >>> WARNING PPTD failure Fitness: 0.011585567101200622 pyelectro >>> WARNING PPTD failure Fitness: 0.019552091037491892 >>>>> Evaluating: >>>>> [4812.3570332331055, 16.547988744822458, 1, 178.2638887182446, 9.520781512365103, 1.3531770646160366] >>>>> [4348.1598010319, 18.26242641331325, 1, 178.45706432619454, 7.656339348395597, 2] >>>>> [5366.131817774399, 4.753318489888774, 0, 167.662164611537, 3.5333538841305248, 1.7264465251133732] >>>>> [5791.143829321145, 15.98097675841359, 0.23789243918744382, 164.36759689221853, 10.239118559941392, 1.547495485329226] pyelectro >>> WARNING PPTD failure Fitness: 0.02696216111122607 pyelectro >>> WARNING PPTD failure Fitness: 0.004166096755351734 pyelectro >>> WARNING PPTD failure Fitness: 0.9236159422746869 pyelectro >>> WARNING PPTD failure Fitness: 0.017243345787099407 >>>>> Evaluating: >>>>> [4112.765846965928, 22.037427420877872, 1.0, 155.08627208385894, 3.2488368386841295, 1.143112059825401] >>>>> [4402.826309229718, 22.84036966967021, 1, 159.75157094124654, 3.641204973499204, 0.9476043804587223] >>>>> [4348.968296209479, 18.04672014361554, 1, 177.63065938020506, 7.656339348395597, 0] >>>>> [4348.1598010319, 18.26242641331325, 0.6311835129405754, 178.45706432619454, 7.656339348395597, 0.5390892541465346] pyelectro >>> WARNING PPTD failure Fitness: 0.0696878336491803 pyelectro >>> WARNING PPTD failure Fitness: 0.009935276456493614 pyelectro >>> WARNING PPTD failure Fitness: 0.02440392864581098 pyelectro >>> WARNING PPTD failure Fitness: 0.026693597127614654 >>>>> Evaluating: >>>>> [4100.754563572666, 17.95228441087611, 1, 167.9367801563581, 3.4198326381435766, 1.948727782573215] >>>>> [4316.437891915619, 21.51950322395921, 1, 167.09383660096455, 5.780058259859642, 2] Single spike width algorithm failure - setting to 0 >>>>> [4779.791692120768, 20.1149716354505, 1, 187.87963323571438, 8.458256041874849, 1.874627679205348] >>>>> [4782.24797471647, 18.836199668587547, 0.442106363745679, 188.57843527534078, 8.458256041874849, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.026783458626357226 pyelectro >>> WARNING PPTD failure Fitness: 0.012407645763756081 pyelectro >>> WARNING PPTD failure Fitness: 0.0208868185569272 pyelectro >>> WARNING PPTD failure Fitness: 0.0025391320564024378 >>>>> Evaluating: >>>>> [6022.982643771472, 7.510984734758237, 0.48860352324111084, 180.58894787116105, 4.413552087538432, 0.554256177348416] >>>>> [5951.665213422853, 6.228739178639767, 0.4511062216910796, 182.96660114956336, 6.214249626169426, 1.296585155934773] >>>>> [4397.0006947614465, 18.616605433762757, 0.89216999765963, 183.14213248372744, 9.03038854171332, 2.0] >>>>> [4774.088633186692, 19.527177031929817, 0.41856943182616324, 186.13847426922342, 8.17725384283656, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.08201342178568505 pyelectro >>> WARNING PPTD failure Fitness: 0.1751632745879883 pyelectro >>> WARNING PPTD failure Fitness: 0.018846233926382627 pyelectro >>> WARNING PPTD failure Fitness: 0.006439790566538872 >>>>> Evaluating: >>>>> [4949.254041079859, 18.860687578423324, 1, 195.92159606310577, 4.805577123966466, 1.5470893229811489] >>>>> [4900.5844707137385, 17.835332372483293, 1, 192.0633008954693, 4.550784119020214, 0.371988255339216] >>>>> [5043.422426258101, 19.935247390087614, 1.0, 175.48277121372428, 2.142541079417835, 1.303874123308901] >>>>> [4584.169797708706, 22.442767406837305, 1.0, 187.45487555146147, 7.521024907854049, 0.9289885820287463] pyelectro >>> WARNING PPTD failure Fitness: 0.010145075560668793 pyelectro >>> WARNING PPTD failure Fitness: 0.030152763757711476 pyelectro >>> WARNING PPTD failure Fitness: 0.008653235242515156 pyelectro >>> WARNING PPTD failure Fitness: 0.006857305854908513 >>>>> Evaluating: >>>>> [4700.613419423733, 16.887774118192752, 0, 167.5476516611811, 7.713886555946374, 0.7049629206998786] >>>>> [5134.076830731986, 23.491378315118908, 0.6830221832511226, 154.701562825378, 4.500827255780175, 1.55159540061017] >>>>> [5032.697361197333, 21.028494157968737, 1, 192.8052254858804, 3.374881987655277, 1.1016205337767475] >>>>> [4547.328202290889, 17.48201119987131, 1, 159.75382811538682, 3.562718123275562, 1.241148399736695] pyelectro >>> WARNING PPTD failure Fitness: 0.026602745504183067 pyelectro >>> WARNING PPTD failure Fitness: 0.007660467515127056 pyelectro >>> WARNING PPTD failure Fitness: 0.0274626278460105 pyelectro >>> WARNING PPTD failure Fitness: 0.005242926430439998 >>>>> Evaluating: >>>>> [5370.657858429155, 23.143847032409425, 0.7154214991406596, 160.49888741992396, 2.446176165931936, 0.47740266122903696] >>>>> [5252.631690318081, 17.873589731349817, 0.5430926187016948, 168.45004796343272, 5.788646061372465, 1.6451763553236183] >>>>> [4752.221752393052, 20.183134183471772, 1.0, 171.0895742445185, 7.6051342553928345, 1.3852828669695159] >>>>> [4566.225818420179, 21.005375099449004, 1, 190.89775513014771, 6.740620256096545, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.021369734373307803 pyelectro >>> WARNING PPTD failure Fitness: 0.01234801779882666 pyelectro >>> WARNING PPTD failure Fitness: 0.009880676261218024 pyelectro >>> WARNING PPTD failure Fitness: 0.04563398184458056 >>>>> Evaluating: >>>>> [5014.723370821567, 17.13101332247636, 1, 163.1024691714999, 7.230265646435258, 1.3211141275175557] >>>>> [4793.8292422310815, 17.836361249769418, 1.0, 157.79131323368225, 7.556705812293196, 1.4037438306024308] >>>>> [3962.4396716464116, 16.54420808467197, 0.0, 178.26962623328762, 6.947659579469844, 2] >>>>> [3962.4396716464116, 16.091358224725425, 0.48168967965918225, 178.26962623328762, 6.715224755740326, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.002014461009044788 pyelectro >>> WARNING PPTD failure Fitness: 0.009547710852107372 pyelectro >>> WARNING PPTD failure Fitness: 0.007854745078157754 pyelectro >>> WARNING PPTD failure Fitness: 0.01581437979394218 >>>>> Evaluating: >>>>> [5293.029227151599, 19.379250552491516, 0.9993538387170283, 164.07540625534992, 4.459186749871573, 1.6677170889426658] >>>>> [5105.208518844418, 21.001790549730078, 0.6957578854039368, 162.48614523972552, 8.005080113365615, 1.5279431495928524] >>>>> [4793.410188079177, 18.597878991016007, 0.5496215152242075, 198.6948174051254, 8.207284463220343, 2.0] >>>>> [5388.787664204032, 18.465083011789357, 0.5226770045375513, 199.57062648137247, 8.692914386774687, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.0498027846056559 pyelectro >>> WARNING PPTD failure Fitness: 0.01777346517356282 pyelectro >>> WARNING PPTD failure Fitness: 0.019455286128325144 pyelectro >>> WARNING PPTD failure Fitness: 0.05406123926549011 >>>>> Evaluating: >>>>> [4836.585837304296, 16.682643956101106, 1.0, 187.17346653541156, 7.5317192130032735, 1.904989326756516] >>>>> [4941.610382155531, 20.20750047713367, 1.0, 207.3474593016004, 8.186898191481939, 2] >>>>> [4282.21267995459, 18.963830666554774, 1.0, 207.6409895821276, 5.729290838438256, 0.9166734884042901] >>>>> [5243.915288276751, 18.62681965659339, 0.8095271464836609, 158.7919512848319, 2.3624050259811153, 1.4461228254976226] pyelectro >>> WARNING PPTD failure Fitness: 0.01006857347172696 pyelectro >>> WARNING PPTD failure Fitness: 0.009256223653537399 pyelectro >>> WARNING PPTD failure Fitness: 0.013472671988996598 pyelectro >>> WARNING PPTD failure Fitness: 0.012405810412991047 >>>>> Evaluating: >>>>> [4244.762942211161, 20.29709612252568, 1.0, 178.73847297140838, 5.796034312620883, 1.253432457665102] >>>>> [4209.487216202118, 21.40673618286922, 1.0, 177.23132459897275, 6.398305425418765, 1.9126540747792942] >>>>> [4303.480571494307, 16.153032719214778, 1.0, 152.0371400716174, 10.924956145024705, 1.7848130757763896] >>>>> [4491.96428429532, 17.304859527721824, 1.0, 159.49343141779363, 10.580318756337059, 1.4075079416061016] pyelectro >>> WARNING PPTD failure Fitness: 0.022747990544442764 pyelectro >>> WARNING PPTD failure Fitness: 0.011875442414167714 pyelectro >>> WARNING PPTD failure Fitness: 0.024733823622605233 pyelectro >>> WARNING PPTD failure Fitness: 0.9465314626306708 >>>>> Evaluating: >>>>> [4788.263020152067, 16.84371829945391, 0, 207.43928723101112, 7.8032984043273625, 2.0] >>>>> [5002.2915721656, 16.180114473649034, 0.7029383034427901, 207.85029292060344, 7.681333742504294, 2.0] >>>>> [4193.088787008505, 20.61586945421874, 1.0, 178.78358326879294, 5.653595159993077, 1.994777488322487] >>>>> [4141.377336132269, 21.473784806326425, 0, 177.05260039212456, 3.9447418198734354, 1.9697848015733934] pyelectro >>> WARNING PPTD failure Fitness: 0.0031575609877203537 pyelectro >>> WARNING PPTD failure Fitness: 0.018391860450920672 pyelectro >>> WARNING PPTD failure Fitness: 0.012212528540390677 pyelectro >>> WARNING PPTD failure Fitness: 0.016595177600084332 >>>>> Evaluating: >>>>> [4949.810616425901, 17.11077635957927, 1.0, 166.58876479246354, 8.062234453099652, 1.3143173657975744] >>>>> [4806.277723527296, 21.379806824707657, 1, 170.32636899247697, 5.002592788673919, 1.317344996512574] >>>>> [4774.863833795674, 20.493114249690226, 1, 184.71646533122228, 7.173410403731628, 1.980097337502194] >>>>> [4926.72989976779, 21.149111386828878, 1, 187.11959104267683, 7.351754480949726, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.052274860656193134 pyelectro >>> WARNING PPTD failure Fitness: 0.03412599871374211 pyelectro >>> WARNING PPTD failure Fitness: 0.005267493497331022 pyelectro >>> WARNING PPTD failure Fitness: 0.008952995961029497 >>>>> Evaluating: >>>>> [5130.0384401693345, 17.811505155764696, 0.3465677674172992, 174.7873565278772, 8.5416795114512, 1.9311588580933507] Single spike width algorithm failure - setting to 0 >>>>> [4937.794453688458, 16.97713043567257, 0.8198109282833993, 186.7513276579936, 9.834130262971522, 1.9535709404688708] >>>>> [4933.814127001484, 19.195157065225416, 1.0, 185.62354175667343, 6.631689895380409, 1.6610634110543998] >>>>> [4891.151387686924, 22.72133648165024, 1.0, 178.068162649232, 7.124479454122581, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.026157131084095342 pyelectro >>> WARNING PPTD failure Fitness: 0.009878219488835938 pyelectro >>> WARNING PPTD failure Fitness: 0.032589414722064225 pyelectro >>> WARNING PPTD failure Fitness: 0.00324052493720961 >>>>> Evaluating: >>>>> [4000.7754837631755, 21.630317592095242, 1, 175.43687388921026, 7.025475548226101, 0.2348628008967637] >>>>> [4478.239405483712, 20.749741922991905, 1, 179.97098567068102, 7.977589303386955, 1.9788412796683732] >>>>> [5298.883952904668, 17.721395352017126, 0.6095040021024525, 189.5000030909949, 4.253304041047879, 1.9335450293702503] >>>>> [5275.186485515709, 18.78066309298139, 0.18511075616852737, 172.21974805451984, 4.532519323898821, 1.5244070680550263] pyelectro >>> WARNING PPTD failure Fitness: 0.06049006236343746 pyelectro >>> WARNING PPTD failure Fitness: 0.028986724370235306 pyelectro >>> WARNING PPTD failure Fitness: 0.0018575113018745038 pyelectro >>> WARNING PPTD failure Fitness: 0.025543709099820622 >>>>> Evaluating: >>>>> [5149.718894004968, 16.43141209657371, 1.0, 185.5268343851153, 3.567750229754574, 1.3194781917296863] >>>>> [5225.797228473104, 18.37751086170745, 1.0, 194.4905109714258, 6.5320253395585945, 1.5804438414448274] >>>>> [4225.118771257577, 21.782234733350336, 1, 163.84514915125823, 5.900374890898862, 0.27258013889348587] >>>>> [4229.353272426308, 21.869859724773356, 1.0, 164.25713938980283, 6.086632486075785, 1.6249926151935061] pyelectro >>> WARNING PPTD failure Fitness: 0.023438048738477213 pyelectro >>> WARNING PPTD failure Fitness: 0.006337480627951475 pyelectro >>> WARNING PPTD failure Fitness: 0.01998823731441013 pyelectro >>> WARNING PPTD failure Fitness: 0.017385901241317114 >>>>> Evaluating: >>>>> [4574.217076562493, 20.01408514040302, 0.6851859925134217, 158.09597536123636, 3.600690080514107, 1.3514677169578828] >>>>> [5131.583106968579, 17.618701115845, 0, 170.10785042271556, 5.216362380710232, 0.9887591312134286] >>>>> [4451.660078315626, 18.755390214902935, 0, 178.7855355463467, 8.827788130653849, 1.5377630690078932] >>>>> [5112.5802992610315, 18.001528119075566, 1.0, 187.44684743627926, 7.711846231011271, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.0017662029628272569 pyelectro >>> WARNING PPTD failure Fitness: 0.15338187352252208 pyelectro >>> WARNING PPTD failure Fitness: 0.03638716103977846 pyelectro >>> WARNING PPTD failure Fitness: 0.009670782737821848 >>>>> Evaluating: >>>>> [5914.312925382299, 11.254056366136213, 1, 177.18286900990924, 1.9229308438703818, 0.26612933592500965] >>>>> [5801.844112607068, 8.312574658464024, 0.2820142708274074, 177.28757345103418, 6.930287053953763, 0] >>>>> [4235.165507940129, 17.460750922058132, 0.6731069379869996, 194.0324254118274, 6.5926950684037005, 0.13587703589437372] >>>>> [5070.602592424686, 17.094292209016857, 0.6011912210198775, 197.8058167228437, 7.22628319331327, 0] pyelectro >>> WARNING PPTD failure Fitness: 0.031442849398156 pyelectro >>> WARNING PPTD failure Fitness: 0.04245731351985538 pyelectro >>> WARNING PPTD failure Fitness: 0.0276185170564901 pyelectro >>> WARNING PPTD failure Fitness: 0.026863892238673137 >>>>> Evaluating: >>>>> [5148.537227211239, 19.18532848652423, 1, 178.4706738410615, 5.755823908607732, 1.841811847556935] >>>>> [5368.134803949477, 21.596709463502535, 0.699073505204363, 178.75070381949118, 6.4094539418938785, 1.509226885391228] >>>>> [5040.603555926704, 20.837485360065006, 0.24372916649519194, 198.74755065534265, 7.623043596419507, 1.94866422581583] >>>>> [5373.232561261726, 20.46243865166768, 1, 206.30418910589884, 6.911735779458293, 1.9838400914558785] pyelectro >>> WARNING PPTD failure Fitness: 0.006581164491048397 pyelectro >>> WARNING PPTD failure Fitness: 0.010534933785227407 pyelectro >>> WARNING PPTD failure Fitness: 0.012812537171730032 pyelectro >>> WARNING PPTD failure Fitness: 0.05392060815502753 >>>>> Evaluating: >>>>> [4161.034455201401, 22.147312110211615, 1.0, 178.76581106330912, 6.504364749365328, 0] >>>>> [4152.077764098323, 20.497926522399336, 1.0, 177.3695901862376, 5.716000665251591, 1.8116943116897135] >>>>> [4250.254750506643, 18.916201727629748, 1.0, 176.4689078008022, 6.466566529793904, 1.6522386217034384] >>>>> [4250.975989843163, 22.726719045665313, 1.0, 176.4689078008022, 6.478566639330456, 1.6522386217034384] pyelectro >>> WARNING PPTD failure Fitness: 0.024948251206491023 pyelectro >>> WARNING PPTD failure Fitness: 0.015475237056862157 pyelectro >>> WARNING PPTD failure Fitness: 0.07559039670259449 pyelectro >>> WARNING PPTD failure Fitness: 0.010686748672863011 >>>>> Evaluating: >>>>> [5224.025496089078, 10.033653396841029, 0.6903185000620151, 160.61721594563394, 8.091363567355033, 0] >>>>> [5050.877566656539, 6.373784262200186, 0.07348199859046994, 158.187277968301, 6.535805374682118, 0.23693077159646825] >>>>> [5081.129299292245, 15.799263102292478, 0, 166.64396466933047, 6.608313065527587, 1.5187516979036797] >>>>> [5004.148182302873, 16.932016192165264, 0.680166134646528, 167.174406599805, 7.9679985208124, 1.9096768394323493] pyelectro >>> WARNING PPTD failure Fitness: 0.02614050069037821 pyelectro >>> WARNING PPTD failure Fitness: 0.08124843610825827 pyelectro >>> WARNING PPTD failure Fitness: 0.09880518023207263 pyelectro >>> WARNING PPTD failure Fitness: 0.0031495881626548705 >>>>> Evaluating: >>>>> [5253.734976003668, 22.922779956351288, 0.6388721883788168, 186.76349584173843, 4.56638324996857, 1.3018608809104388] >>>>> [5208.633922521796, 19.414322906292313, 0.310544656105882, 182.23429230746223, 4.978331215173926, 0] >>>>> [4335.3066008798705, 22.194173819790024, 1.0, 177.7236899693317, 3.334545694500585, 2] >>>>> [4465.462922659913, 22.444737697066692, 1, 160.35253794495267, 8.046098578837558, 1.195691439863182] pyelectro >>> WARNING PPTD failure Fitness: 0.026543816360034445 pyelectro >>> WARNING PPTD failure Fitness: 0.06095215089255379 pyelectro >>> WARNING PPTD failure Fitness: 0.012122322279621844 pyelectro >>> WARNING PPTD failure Fitness: 0.03445371230092609 >>>>> Evaluating: >>>>> [5298.883952904668, 17.721395352017126, 0.6095040021024525, 189.7402429914038, 5.156028021990619, 1.6955160785522578] >>>>> [5298.883952904668, 15.770513298013316, 0.6095040021024525, 189.5000030909949, 4.253304041047879, 1.9335450293702503] >>>>> [5011.030184373813, 6.616625963670725, 1, 157.89933928332525, 2.81896454868763, 2] >>>>> [4887.86244728115, 18.712700507428643, 0, 156.73460034560281, 3.2077095346953737, 0.9009463184748508] pyelectro >>> WARNING PPTD failure Fitness: 0.009014641435013737 pyelectro >>> WARNING PPTD failure Fitness: 0.01402084002842896 pyelectro >>> WARNING PPTD failure Fitness: 0.7885157302136044 pyelectro >>> WARNING PPTD failure Fitness: 0.018239881189615614 >>>>> Evaluating: >>>>> [4795.366506800101, 20.258107756164243, 1.0, 160.023330288732, 2.8909980693352706, 1.3425036514641744] >>>>> [4473.486725922728, 22.439250330244555, 1, 155.2654783665867, 3.5436713823108947, 2] >>>>> [5077.652979242862, 20.005348286176904, 1.0, 175.93267398248824, 9.070432085760965, 2] >>>>> [5099.49235753165, 19.22634790745281, 0.34749685405067765, 176.8517951372601, 7.680594393824109, 1.504510249445101] pyelectro >>> WARNING PPTD failure Fitness: 0.016031876293133962 pyelectro >>> WARNING PPTD failure Fitness: 0.00047024501927983575 pyelectro >>> WARNING PPTD failure Fitness: 0.013627091000943725 pyelectro >>> WARNING PPTD failure Fitness: 0.013346088836044046 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem >>>>> [5093.849199237439, 17.2432560382572, 1.0, 164.35229995456854, 7.141996854965395, 1.4580341675668413] >>>>> [5077.849515372813, 18.393371614239072, 0, 168.84271874133492, 8.473712325797095, 1.466405472832845] >>>>> [5267.565096946633, 17.72492199097256, 1, 163.5885198604943, 7.19972564584811, 2] >>>>> [5104.6270116133865, 16.747543772951047, 0, 167.7909524030982, 6.9782398668527215, 1.6716594980160093] pyelectro >>> WARNING PPTD failure Fitness: 0.013361263220156294 pyelectro >>> WARNING PPTD failure Fitness: 0.05483111610745084 pyelectro >>> WARNING PPTD failure Fitness: 0.04888729120474089 pyelectro >>> WARNING PPTD failure Fitness: 0.014841198815224277 >>>>> Evaluating: >>>>> [5325.7456191072415, 16.945593469465138, 0, 186.79546769355312, 5.291053078390589, 1.971877732927795] >>>>> [5336.09975272298, 18.682807237288625, 0, 188.7092031127217, 4.09696802901653, 1.9449446954947331] >>>>> [5150.233226389257, 17.488204030225162, 1, 188.74128122868876, 8.606208537772611, 1.7099468587341742] >>>>> [5147.508168951651, 16.738522581319266, 1.0, 180.53617493184777, 7.562778615994313, 1.2917196665584212] pyelectro >>> WARNING PPTD failure Fitness: 0.07544618323639152 pyelectro >>> WARNING PPTD failure Fitness: 0.01753173225118909 pyelectro >>> WARNING PPTD failure Fitness: 0.006451362732844745 pyelectro >>> WARNING PPTD failure Fitness: 0.010962719253248876 >>>>> Evaluating: >>>>> [4080.500620966352, 19.565787886714723, 0.7965271751407391, 168.7088556837791, 4.069031935619551, 1.1275495591573315] >>>>> [4058.5903728393982, 20.137985296879545, 1.0, 173.40623888845218, 4.665374408362551, 1.6504613557520593] >>>>> [5218.709274961276, 17.435418973505755, 1.0, 170.92118042172766, 7.7563493697643375, 1.5535236282474347] >>>>> [5292.566141464609, 17.384130984381116, 1.0, 169.99091575966412, 9.762652624078978, 0.08197304593702381] pyelectro >>> WARNING PPTD failure Fitness: 0.0016030897889787177 pyelectro >>> WARNING PPTD failure Fitness: 0.02150711443982256 pyelectro >>> WARNING PPTD failure Fitness: 0.024760854842049596 pyelectro >>> WARNING PPTD failure Fitness: 0.018892092152594353 >>>>> Evaluating: >>>>> [5374.778246554428, 16.495318612057886, 0, 168.52410557615624, 6.02599354349727, 1.421554360883671] >>>>> [4583.706760289959, 19.68842395223301, 0, 162.4924893656654, 4.826079731031389, 2] >>>>> [4101.944497371871, 17.360385825806112, 1, 179.69400635981503, 5.463883902570632, 1.887923825932753] >>>>> [5075.9517603859795, 17.30240020035453, 0.9031629792023541, 173.42182745747655, 7.618687700723761, 1.5333702582888815] pyelectro >>> WARNING PPTD failure Fitness: 0.016549224881414637 pyelectro >>> WARNING PPTD failure Fitness: 0.0202620815380945 pyelectro >>> WARNING PPTD failure Fitness: 0.01814381704860102 pyelectro >>> WARNING PPTD failure Fitness: 0.022580792512950976 >>>>> Evaluating: >>>>> [4284.874093831658, 21.52740878448878, 1.0, 178.74702802134124, 6.490132090046522, 2.0] >>>>> [4679.696709163468, 19.671121985088796, 0, 179.59324601468066, 6.738964670524427, 2.0] >>>>> [6115.324681491411, 6.651535121193985, 0.4551651933023442, 155.59354722864055, 3.5310414221254556, 0.835372768805775] >>>>> [5209.694085998665, 9.379357363158036, 0.4476302766865764, 161.00436718520692, 3.0887460995652596, 0.9922946197721015] pyelectro >>> WARNING PPTD failure Fitness: 0.0312027316931085 pyelectro >>> WARNING PPTD failure Fitness: 0.0057699409112236255 pyelectro >>> WARNING PPTD failure Fitness: 2.073681076283676 pyelectro >>> WARNING PPTD failure Fitness: 0.06975503846863051 >>>>> Evaluating: >>>>> [4067.6975588348587, 20.080902556487608, 0.8181132933562174, 170.6640763511747, 8.60012574828688, 1.4852226622970501] >>>>> [4547.321981337719, 20.39128479769312, 1, 186.76193713312475, 3.0804674024754974, 1.585532598932837] >>>>> [5255.128950596382, 17.87824395173991, 1.0, 186.73783834697565, 8.806847311771186, 1.8749965041786578] >>>>> [5328.127202228802, 18.44684531414296, 1.0, 186.12089298462993, 8.464036702075985, 1.8747614489576971] pyelectro >>> WARNING PPTD failure Fitness: 0.018378133010306552 pyelectro >>> WARNING PPTD failure Fitness: 0.01581640509635074 pyelectro >>> WARNING PPTD failure Fitness: 0.002220054313342157 pyelectro >>> WARNING PPTD failure Fitness: 1.007022271347737 >>>>> Evaluating: >>>>> [5156.0355263788215, 18.907576021883003, 1, 205.28283550139147, 5.947566270579527, 2] >>>>> [5035.055305156027, 17.514716667450273, 0, 199.95614117112976, 7.09459810259686, 0] >>>>> [5002.909969909295, 17.77493247352451, 0, 204.5061980909775, 6.20451579891402, 1.8868447551942966] >>>>> [5248.091452304411, 15.853226271017487, 0, 211.6646660740981, 6.576490596134998, 2.0] pyelectro >>> WARNING PPTD failure Fitness: 0.01285296963371485 pyelectro >>> WARNING PPTD failure Fitness: 0.0232711346678669 pyelectro >>> WARNING PPTD failure Fitness: 0.007699094952760999 pyelectro >>> WARNING PPTD failure Fitness: 0.005458527059231222 >>>>> Evaluating: >>>>> [5226.361736180983, 18.015908822142904, 0.3438598259194924, 195.23913366966084, 4.699826033100694, 1.2672484284343606] >>>>> [5096.635626085188, 14.839739205604353, 0.819158511445752, 192.2108469627699, 6.704725363442169, 1.2816437090358077] >>>>> [5182.123020271227, 19.908996008481697, 0.6083605655292512, 172.36839699510307, 4.028943817448681, 1.8385727981454147] >>>>> [4566.222788897938, 20.189237106496805, 0.6835779284127741, 154.121109980007, 3.6881603458476664, 1.508933875797206] pyelectro >>> WARNING PPTD failure Fitness: 0.005238608146614698 pyelectro >>> WARNING PPTD failure Fitness: 0.02910113147422677 pyelectro >>> WARNING PPTD failure Fitness: 0.01596436327943551 pyelectro >>> WARNING PPTD failure Fitness: 0.028471911534531658 >>>>> Evaluating: >>>>> [4845.926876409413, 22.53766286242302, 1.0, 170.17807136467997, 5.330418744237031, 1.0905802756325127] >>>>> [4530.716009215401, 22.709354063635573, 0.41869722696993317, 163.2759479793223, 4.800440014804179, 1.7503053060377474] >>>>> [5051.668954747747, 20.435222458903933, 1, 177.03373473904483, 7.2301274247815295, 1.7076302602685223] >>>>> [4769.794010747686, 18.75293063934946, 1.0, 176.45022665764643, 6.221389954778176, 1.8084279644039396] pyelectro >>> WARNING PPTD failure Fitness: 0.030834099372031076 pyelectro >>> WARNING PPTD failure Fitness: 0.024210556444722586 pyelectro >>> WARNING PPTD failure Fitness: 0.03248212192503863 pyelectro >>> WARNING PPTD failure Fitness: 0.0042600275321584835 >>>>> Evaluating: >>>>> [4806.605177452397, 20.76331207872245, 0.9048066645202919, 169.50325086497378, 4.638628936149047, 1.1561221784528868] >>>>> [4442.5627696678, 18.872885058311834, 1, 172.72355392399894, 4.353677534185981, 0.4352552813873435] >>>>> [5187.042650113395, 18.548376558513315, 0, 189.49163748924326, 9.572176527249601, 1.0718220663131852] >>>>> [4765.618757806795, 19.56591291427633, 0.5631018842473152, 187.9032958143072, 8.782028770363082, 1.8747475544556047] pyelectro >>> WARNING PPTD failure Fitness: 0.935219561117101 pyelectro >>> WARNING PPTD failure Fitness: 0.05957574217275008 pyelectro >>> WARNING PPTD failure Fitness: 0.00923713913636548 pyelectro >>> WARNING PPTD failure Fitness: 0.036746119738780725 >>>>> Evaluating: >>>>> [5145.988480463071, 21.871305309586425, 1.0, 186.68223217151356, 8.280411529725082, 1.9092507192073218] >>>>> [5182.2280161677045, 18.135093629943057, 0, 186.70048381243143, 8.76197827073936, 1.8819872221811031] >>>>> [4566.238633145478, 22.180735127097396, 1, 189.51617255241817, 4.293361947721197, 2] >>>>> [4918.220136680383, 22.467906006067576, 1, 155.79377534788145, 4.459531934103569, 0.7116768281747752] pyelectro >>> WARNING PPTD failure Fitness: 0.03049698725761696 pyelectro >>> WARNING PPTD failure Fitness: 0.029150184587795946 pyelectro >>> WARNING PPTD failure Fitness: 0.0017998256814742986 pyelectro >>> WARNING PPTD failure Fitness: 0.039184231789192836 >>>>> Evaluating: Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 >>>>> [5352.789246058839, 16.900215170874873, 0.3207274349037986, 174.0152463127615, 7.374375075880512, 0.477667658958814] >>>>> [5353.050694132444, 15.82646663562739, 0.637670993004879, 170.99475497429745, 9.463653042411732, 1.9102831605070087] >>>>> [4587.972055273936, 20.011994909335225, 0.24023877290605478, 160.34812281891118, 4.98235198127069, 1.3243577180359696] >>>>> [4587.338470200304, 23.327198974627333, 1, 171.66852825290664, 2.794889244324466, 1.3215823478919473] pyelectro >>> WARNING PPTD failure Fitness: 0.018047479805553546 pyelectro >>> WARNING PPTD failure Fitness: 0.00717676743861817 pyelectro >>> WARNING PPTD failure Fitness: 0.009409323844214224 pyelectro >>> WARNING PPTD failure Fitness: 0.03917589917799824 >>>>> Evaluating: >>>>> [5467.551897481909, 18.437725220817885, 0.9762208355218116, 177.0268318254461, 6.961529380746103, 0.659273036019071] >>>>> [4762.6591358384785, 18.526672142470105, 1, 179.74289200733946, 5.923304643523036, 1.226745538280182] >>>>> [4479.828942903729, 20.079893775008234, 0, 171.9831302773409, 4.9286848398942595, 1.67635172428791] >>>>> [4299.071928731201, 21.384915049841975, 1, 174.99366164742509, 5.191717844378098, 1.3981331267453698] pyelectro >>> WARNING PPTD failure Fitness: 0.025553495873235854 pyelectro >>> WARNING PPTD failure Fitness: 0.015180766282653302 pyelectro >>> WARNING PPTD failure Fitness: 0.01622179351347164 pyelectro >>> WARNING PPTD failure Fitness: 0.005006944643085265 >>>>> Evaluating: >>>>> [4847.682155108308, 20.35591898567944, 1, 183.5353495892092, 5.859921618186046, 2] >>>>> [4554.995769907756, 19.992182656634924, 0, 180.80103205440167, 7.789250270674178, 0.8673808154287421] >>>>> [5199.999204315457, 17.474711631633962, 0.7692887645769095, 214.26599542831903, 6.420364303081925, 1.2304364254435067] >>>>> [5300.715893115161, 16.993775134286363, 0.8223462099608434, 189.87470014097298, 8.024983414564106, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.055064524792638236 pyelectro >>> WARNING PPTD failure Fitness: 0.014380955110003923 pyelectro >>> WARNING PPTD failure Fitness: 0.013311824322337351 pyelectro >>> WARNING PPTD failure Fitness: 0.007849241066739121 >>>>> Evaluating: >>>>> [5087.175205536296, 20.637604110896525, 0.8333707867827183, 171.42409086984551, 3.8157041089856327, 0.6714749373760932] >>>>> [5271.741014134386, 21.697820362624864, 1, 185.51929831766836, 5.795648870438439, 1.6436771643920172] >>>>> [5350.454465106972, 16.64063312345377, 0, 168.58359406443702, 6.359289064504428, 2] >>>>> [5350.250868117812, 16.64063312345377, 0, 168.44176959604252, 6.359289064504428, 2] pyelectro >>> WARNING PPTD failure Fitness: 0.010013977556830533 pyelectro >>> WARNING PPTD failure Fitness: 0.048273551746853105 pyelectro >>> WARNING PPTD failure Fitness: 0.006028073395899947 pyelectro >>> WARNING PPTD failure Fitness: 0.0031894600384471117 >>>>> Evaluating: >>>>> [4902.236069251037, 18.688148296244545, 0.5728087538057254, 187.4634170842047, 5.966273847732163, 2] >>>>> [4874.029378510628, 18.263459529227095, 0.45454575106375933, 189.32363449177012, 10.100248231540354, 2] >>>>> [5042.74379221958, 17.735935809332762, 0.725644182478637, 187.79095616517031, 7.510649803043229, 1.977592110946446] >>>>> [5053.240762153907, 18.086602767104697, 1, 189.58053707807653, 8.258966898404957, 1.9714806398355427] pyelectro >>> WARNING PPTD failure Fitness: 0.0025481757810046357 pyelectro >>> WARNING PPTD failure Fitness: 0.00498800396711907 pyelectro >>> WARNING PPTD failure Fitness: 0.01773788340102589 pyelectro >>> WARNING PPTD failure Fitness: 0.017146535931744644 >>>>> Evaluating: >>>>> [4333.699778271463, 19.058692757120845, 0.7202408325255611, 176.40373141892383, 4.598742963857294, 1.438764342424673] >>>>> [4991.757046897801, 18.21963034352403, 0.791789627940477, 175.683985555151, 4.250533018015984, 1.0905023754626568] >>>>> [4737.565399822602, 18.81104674169749, 0.7862650108452292, 188.43684548946288, 7.537967907244535, 2] >>>>> [4725.736233739322, 20.1762132443438, 0.20404145614414584, 197.15123791412717, 6.133740067242539, 1.7561047703087789] pyelectro >>> WARNING PPTD failure Fitness: 0.012666972334283155 pyelectro >>> WARNING PPTD failure Fitness: 0.003457592928243214 pyelectro >>> WARNING PPTD failure Fitness: 0.007766509388047904 pyelectro >>> WARNING PPTD failure Fitness: 0.05971487044523471 >>>>> Evaluating: >>>>> [4591.118198877351, 17.49179141635512, 0, 168.70568978285993, 6.004580127085639, 1.2405917904727974] >>>>> [4163.484317937318, 17.508753588453903, 0.46941568298739794, 168.67016575661052, 5.973004606063014, 1.0701448200046442] >>>>> [5226.107705575612, 17.54917298816175, 1, 182.02439922010012, 8.905650227024827, 2] >>>>> [5219.2463246922625, 17.893223260010636, 1, 178.169274042862, 9.065654713864522, 1.8749487088996122] pyelectro >>> WARNING PPTD failure Fitness: 0.005694135018290525 pyelectro >>> WARNING PPTD failure Fitness: 0.007112221505345406 pyelectro >>> WARNING PPTD failure Fitness: 0.0028766614394778456 pyelectro >>> WARNING PPTD failure Fitness: 0.011676316859803748 >>>>> Evaluating: >>>>> [4162.706824230876, 20.389528873012043, 0.664621758086954, 170.75892654811963, 4.747907153438737, 2] >>>>> [4236.542979364801, 23.180659383711472, 0.8879771527623895, 169.85979497235078, 3.695898810123014, 1.2648277495545688] >>>>> [5186.532955848629, 17.191804077974357, 0.5360504878301264, 187.365926615687, 9.74992354642875, 2] >>>>> [5062.416404599435, 17.357680455614354, 0.4034210105691601, 186.41689785478616, 8.547097236903202, 1.0675621105140045] pyelectro >>> WARNING PPTD failure Fitness: 0.033419375249739036 pyelectro >>> WARNING PPTD failure Fitness: 0.002999066884811996 pyelectro >>> WARNING PPTD failure Fitness: 0.010705602357221289 pyelectro >>> WARNING PPTD failure Fitness: 0.009084134679563594 [4473.486725922728, 22.439250330244555, 1, 155.2654783665867, 3.5436713823108947, 2] : 0.00047024501927983575 Fittest individual: [4473.486725922728, 22.439250330244555, 1, 155.2654783665867, 3.5436713823108947, 2] : 0.00047024501927983575 ---------------------------------------- Candidate 1 Analysis Results: {'average_minimum': -65.09928342944222, 'average_maximum': 35.40493027626194, 'min_peak_no': 13, 'max_peak_no': 14, 'mean_spike_frequency': 18.331805682873405, 'interspike_time_covar': 0.014823236298416831, 'first_spike_time': 152.95000000001764, 'max_interspike_time': 57.35000000001304, 'min_interspike_time': 54.299999999950614, 'trough_phase_adaptation': -0.013444604199034054, 'spike_width_adaptation': -0.007672190776657275, 'peak_decay_exponent': -0.1515597089351692, 'trough_decay_exponent': 0.00079069422881168, 'spike_frequency_adaptation': 0.012621713707042332, 'spike_broadening': 1.5720140348304852, 'peak_linear_gradient': -0.008888288235408857} Candidate 1 values: [5559.394332818706, 16.98094710350678, 0.9151638043805759, 272.69306110658846, 6.8200309393162675, 1.3010860289374258] ---------------------------------------- Candidate 2 Analysis Results: {'average_minimum': -65.6813185248736, 'average_maximum': 35.88949417622221, 'min_peak_no': 12, 'max_peak_no': 13, 'mean_spike_frequency': 17.07091542785251, 'interspike_time_covar': 0.013234356475470433, 'first_spike_time': 153.2500000000177, 'max_interspike_time': 61.150000000013904, 'min_interspike_time': 58.29999999994698, 'trough_phase_adaptation': -0.012573964467160192, 'spike_width_adaptation': -0.0077463008682937175, 'peak_decay_exponent': -0.13738864282355762, 'trough_decay_exponent': 0.0010261410813296823, 'spike_frequency_adaptation': 0.013562953061087561, 'spike_broadening': 1.5484867041833552, 'peak_linear_gradient': -0.009288657756048988} Candidate 2 values: [4473.486725922728, 22.439250330244555, 1, 155.2654783665867, 3.5436713823108947, 2] ---------------------------------------- Surrogate Targets: {'average_minimum': -64.71684647948128, 'average_maximum': 35.616482952568916, 'min_peak_no': 12, 'max_peak_no': 13, 'mean_spike_frequency': 16.973125884029614, 'interspike_time_covar': 0.014248554749344538, 'first_spike_time': 153.45000000001775, 'max_interspike_time': 61.70000000001403, 'min_interspike_time': 58.64999999994666, 'trough_phase_adaptation': -0.01145265334128764, 'spike_width_adaptation': -0.007698137818416499, 'peak_decay_exponent': -0.1440398638735108, 'trough_decay_exponent': 0.0010228809756839138, 'spike_frequency_adaptation': 0.013535326970930583, 'spike_broadening': 1.5869162186944727, 'peak_linear_gradient': -0.009756657668088387} Surrogate values: {'axon_gbar_na': 3661.79, 'axon_gbar_kv': 23.23, 'axon_gbar_kv3': 0.26, 'soma_gbar_na': 79.91, 'soma_gbar_kv': 0.58, 'soma_gbar_kv3': 1.57} ---------------------------------------- Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem >> Running individual: {'amp': 65, 'period': 250, 'offset': -10} >> Running individual: {'amp': 65, 'period': 250, 'offset': -10} target data path in evaluator: Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [67.774914549644, 180.89114842228528, 47.0574238893832] >>>>> [93.01374466584959, 299.66551857600325, -16.388306670819446] >>>>> [96.91802798181416, 259.72149070902736, 38.360481014453896] >>>>> [90.83899240524714, 226.88736218829195, 31.389509945147765] >>>>> [99.02912809573894, 162.9639586855203, 12.265179402863936] >>>>> [74.12956959458434, 244.50650359387208, -35.39966432782012] >>>>> [69.32855425452306, 233.97028427191793, 5.469841172282443] >>>>> [66.1224228502031, 224.41306990777872, -2.702580810213661] >>>>> [67.96138108150863, 293.47576896814337, -28.635397610802173] >>>>> [96.13136176869266, 224.52131099679974, 41.15383246606119] >>>>> [67.06706370992006, 180.6574732005854, -7.772270812569168] >>>>> [82.29587718478226, 184.48343170300978, 17.324561664868007] >>>>> [85.22729925810529, 263.1536041430402, 38.9730222593598] >>>>> [65.36065461438798, 259.0658572646573, 23.3496158722278] >>>>> [95.49346093018664, 156.33923872056891, 5.7802761283570305] >>>>> [84.02568375480803, 162.93943333910752, 48.08295680945862] >>>>> [80.69362580904907, 284.5683866817584, 7.78220959046493] >>>>> [93.3684154135094, 262.9181150861341, -29.873283216104753] >>>>> [60.945408761034926, 223.5685414468715, 38.09991135745824] >>>>> [79.15304783352373, 262.6305336069699, -11.895688474843894] >> Running individual: {'amp': 67.774914549644, 'period': 180.89114842228528, 'offset': 47.0574238893832} >> Running individual: {'amp': 93.01374466584959, 'period': 299.66551857600325, 'offset': -16.388306670819446} >> Running individual: {'amp': 96.91802798181416, 'period': 259.72149070902736, 'offset': 38.360481014453896} >> Running individual: {'amp': 90.83899240524714, 'period': 226.88736218829195, 'offset': 31.389509945147765} >> Running individual: {'amp': 99.02912809573894, 'period': 162.9639586855203, 'offset': 12.265179402863936} >> Running individual: {'amp': 74.12956959458434, 'period': 244.50650359387208, 'offset': -35.39966432782012} >> Running individual: {'amp': 69.32855425452306, 'period': 233.97028427191793, 'offset': 5.469841172282443} >> Running individual: {'amp': 66.1224228502031, 'period': 224.41306990777872, 'offset': -2.702580810213661} >> Running individual: {'amp': 67.96138108150863, 'period': 293.47576896814337, 'offset': -28.635397610802173} >> Running individual: {'amp': 96.13136176869266, 'period': 224.52131099679974, 'offset': 41.15383246606119} >> Running individual: {'amp': 67.06706370992006, 'period': 180.6574732005854, 'offset': -7.772270812569168} >> Running individual: {'amp': 82.29587718478226, 'period': 184.48343170300978, 'offset': 17.324561664868007} >> Running individual: {'amp': 85.22729925810529, 'period': 263.1536041430402, 'offset': 38.9730222593598} >> Running individual: {'amp': 65.36065461438798, 'period': 259.0658572646573, 'offset': 23.3496158722278} >> Running individual: {'amp': 95.49346093018664, 'period': 156.33923872056891, 'offset': 5.7802761283570305} >> Running individual: {'amp': 84.02568375480803, 'period': 162.93943333910752, 'offset': 48.08295680945862} >> Running individual: {'amp': 80.69362580904907, 'period': 284.5683866817584, 'offset': 7.78220959046493} >> Running individual: {'amp': 93.3684154135094, 'period': 262.9181150861341, 'offset': -29.873283216104753} >> Running individual: {'amp': 60.945408761034926, 'period': 223.5685414468715, 'offset': 38.09991135745824} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.895688474843894} pyelectro >>> Cannot analyse data: max of v (114.832338) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (114.832338) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -109.40203073780394, cost: 0.00488534836932808, fitness inc: 0.00488534836932808 Target average_maximum (weight 1.0): target val: 55.0, actual: 76.62542260119346, cost: 0.003594320558351738, fitness inc: 0.003594320558351738 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.337041156840367, cost: 0.0006405479757336519, fitness inc: 0.0006405479757336519 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 74.90000000000002, cost: 0.0009176169391239553, fitness inc: 0.0009176169391239553 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 299.70000000006814, cost: 0.0009213173249610351, fitness inc: 0.0009213173249610351 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 299.60000000006806, cost: 0.0009176169391266198, fitness inc: 0.0009176169391266198 Fitness: 0.01187676810662508 pyelectro >>> Cannot analyse data: max of v (135.278508) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (135.278508) >100 Data is non-analysable Fitness: 8.0 pyelectro >>> Cannot analyse data: max of v (122.228502) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (122.228502) >100 Data is non-analysable Fitness: 8.0 pyelectro >>> Cannot analyse data: max of v (111.294307) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (111.294307) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -109.52922869268916, cost: 0.004921363178990168, fitness inc: 0.004921363178990168 Target average_maximum (weight 1.0): target val: 55.0, actual: 38.72987157631323, cost: 0.0020377339851741505, fitness inc: 0.0020377339851741505 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.089979550101628, cost: 1.1806993104990227e-05, fitness inc: 1.1806993104990227e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.1000000000006, cost: 1.1707596263788034e-05, fitness inc: 1.1707596263788034e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 244.5000000000556, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 244.5000000000004, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Fitness: 0.007005198165123905 Target average_minimum (weight 1.0): target val: -75.0, actual: -63.85869267430314, cost: 0.0005146393669723803, fitness inc: 0.0005146393669723803 Target average_maximum (weight 1.0): target val: 55.0, actual: 74.79837924687048, cost: 0.003014390927948085, fitness inc: 0.003014390927948085 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.27396089325711, cost: 0.00010944260376410941, fitness inc: 0.00010944260376410941 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.50000000000056, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 234.0000000000532, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 233.90000000005313, cost: 9.676236947042671e-05, fitness inc: 9.676236947042671e-05 Fitness: 0.007968461799624293 Target average_minimum (weight 1.0): target val: -75.0, actual: -68.82497571384172, cost: 0.00015814771100031155, fitness inc: 0.00015814771100031155 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.41981652357073, cost: 0.0005465365856966997, fitness inc: 0.0005465365856966997 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.455831569565937, cost: 0.00030292423799516133, fitness inc: 0.00030292423799516133 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 56.10000000000053, cost: 0.0002446078856764844, fitness inc: 0.0002446078856764844 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 224.50000000005105, cost: 0.00024270108188528816, fitness inc: 0.00024270108188528816 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 224.39999999999475, cost: 0.0002446078856764844, fitness inc: 0.0002446078856764844 Fitness: 0.00578162351951117 Target average_minimum (weight 1.0): target val: -75.0, actual: -96.59676787750715, cost: 0.0019310446986856578, fitness inc: 0.0019310446986856578 Target average_maximum (weight 1.0): target val: 55.0, actual: 39.32597024233456, cost: 0.0018914310940010282, fitness inc: 0.0018914310940010282 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4075420263510843, cost: 0.0005116225154488951, fitness inc: 0.0005116225154488951 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 73.4000000000001, cost: 0.0007091884281684724, fitness inc: 0.0007091884281684724 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 293.50000000006673, cost: 0.0007059412948318133, fitness inc: 0.0007059412948318133 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 293.4000000000148, cost: 0.0007027015965691552, fitness inc: 0.0007027015965691552 Fitness: 0.006451929627705022 pyelectro >>> Cannot analyse data: max of v (137.285193) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (137.285193) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.83929986290684, cost: 1.0712398179624216e-07, fitness inc: 1.0712398179624216e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.294753075486085, cost: 0.0001422545022162769, fitness inc: 0.0001422545022162769 Target min_peak_no (weight 1): target val: 3, actual: 5, cost: 0.01026392961876832, fitness inc: 0.01026392961876832 Target max_peak_no (weight 1.0): target val: 4, actual: 6, cost: 0.0057995028997515075, fitness inc: 0.0057995028997515075 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 5.535259603674513, cost: 0.003425549102365033, fitness inc: 0.003425549102365033 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 45.20000000000037, cost: 0.0017845685549570112, fitness inc: 0.0017845685549570112 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 180.7000000000411, cost: 0.0017897207566797135, fitness inc: 0.0017897207566797135 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 180.5999999999911, cost: 0.0017948803451048878, fitness inc: 0.0017948803451048878 Fitness: 0.025000512903824545 Target average_minimum (weight 1.0): target val: -75.0, actual: -64.97127196070856, cost: 0.00041702761695250334, fitness inc: 0.00041702761695250334 Target average_maximum (weight 1.0): target val: 55.0, actual: 99.62039951869076, cost: 0.015125138760804124, fitness inc: 0.015125138760804124 Target min_peak_no (weight 1): target val: 3, actual: 5, cost: 0.01026392961876832, fitness inc: 0.01026392961876832 Target max_peak_no (weight 1.0): target val: 4, actual: 6, cost: 0.0057995028997515075, fitness inc: 0.0057995028997515075 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 5.420641803988704, cost: 0.0029346048198576336, fitness inc: 0.0029346048198576336 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 46.100000000000385, cost: 0.0016040107493393574, fitness inc: 0.0016040107493393574 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 184.50000000004195, cost: 0.0015991320142469956, fitness inc: 0.0015991320142469956 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 184.40000000004193, cost: 0.001604010749337359, fitness inc: 0.001604010749337359 Fitness: 0.0393473572290578 pyelectro >>> Cannot analyse data: max of v (124.200321) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (124.200321) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -42.011024801548736, cost: 0.004494028031493347, fitness inc: 0.004494028031493347 Target average_maximum (weight 1.0): target val: 55.0, actual: 88.71025382949585, cost: 0.00868930900296827, fitness inc: 0.00868930900296827 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.860010293360175, cost: 2.8578313622240614e-05, fitness inc: 2.8578313622240614e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.8000000000006, cost: 3.1597934872173994e-05, fitness inc: 3.1597934872173994e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.1000000000589, cost: 3.091477758032646e-05, fitness inc: 3.091477758032646e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.00000000000455, cost: 3.0239085570094026e-05, fitness inc: 3.0239085570094026e-05 Fitness: 0.013304667146106453 pyelectro >>> Cannot analyse data: max of v (101.273737) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (101.273737) >100 Data is non-analysable Fitness: 8.0 pyelectro >>> Cannot analyse data: max of v (132.108637) >100 pyelectro >>> WARNING Data not suitable for analysis pyelectro >>> Cannot analyse data: max of v (132.108637) >100 Data is non-analysable Fitness: 8.0 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.91140255596751, cost: 1.8094887373698576e-05, fitness inc: 1.8094887373698576e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 88.47581296779029, cost: 0.008569900343577297, fitness inc: 0.008569900343577297 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.5141150286980234, cost: 0.0003441709716758279, fitness inc: 0.0003441709716758279 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 71.10000000000024, cost: 0.00044159264312049196, fitness inc: 0.00044159264312049196 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 284.60000000006465, cost: 0.0004467400674467159, fitness inc: 0.0004467400674467159 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 284.5000000000647, cost: 0.0004441626318946179, fitness inc: 0.0004441626318946179 Fitness: 0.01026466154508865 Target average_minimum (weight 1.0): target val: -75.0, actual: -123.24169159945204, cost: 0.009561517419451437, fitness inc: 0.009561517419451437 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.49510170714316, cost: 0.0005563484540744845, fitness inc: 0.0005563484540744845 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.803245436104873, cost: 5.6452335640000406e-05, fitness inc: 5.6452335640000406e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 263.00000000005974, cost: 6.308935281584827e-05, fitness inc: 6.308935281584827e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.90000000000566, cost: 6.2122540550269e-05, fitness inc: 6.2122540550269e-05 Fitness: 0.010360693294700352 Target average_minimum (weight 1.0): target val: -75.0, actual: -22.845478859919034, cost: 0.011157459643468481, fitness inc: 0.011157459643468481 Target average_maximum (weight 1.0): target val: 55.0, actual: 99.04530277710884, cost: 0.014743477269767213, fitness inc: 0.014743477269767213 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.472772000446541, cost: 0.0003258507764217766, fitness inc: 0.0003258507764217766 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 55.900000000000524, cost: 0.0002601307144042275, fitness inc: 0.0002601307144042275 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 223.60000000005084, cost: 0.0002601307144042275, fitness inc: 0.0002601307144042275 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 223.50000000005082, cost: 0.0002621046164913432, fitness inc: 0.0002621046164913432 Fitness: 0.03105125186653801 Target average_minimum (weight 1.0): target val: -75.0, actual: -91.04872196227346, cost: 0.0010672628952331786, fitness inc: 0.0010672628952331786 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.25733269345955, cost: 0.0011575515610099396, fitness inc: 0.0011575515610099396 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024582276006782644 >>>>> Evaluating: >>>>> [74.37062552665344, 290.73551186601446, -2.2616891572559688] >>>>> [71.86061545857959, 288.2757268763288, -4.947646727739003] >>>>> [75.08111250179512, 290.4448266139571, 24.889037123492734] >>>>> [65.05912633406476, 289.9208690025473, 4.253571395735175] >>>>> [77.14039752275033, 251.82180580289483, -12.142734055892731] >>>>> [93.11263639570006, 229.7097806633677, -4.264816465114909] >>>>> [70.42013375467681, 234.9405615015103, -18.1422779545344] >>>>> [68.47543092926074, 240.2605303647776, -33.184977763844536] >>>>> [68.86883751390651, 230.50233967969882, 5.624250825699917] >>>>> [69.13034043139454, 232.95840270612996, 4.382698554625188] >> Running individual: {'amp': 74.37062552665344, 'period': 290.73551186601446, 'offset': -2.2616891572559688} >> Running individual: {'amp': 71.86061545857959, 'period': 288.2757268763288, 'offset': -4.947646727739003} >> Running individual: {'amp': 75.08111250179512, 'period': 290.4448266139571, 'offset': 24.889037123492734} >> Running individual: {'amp': 65.05912633406476, 'period': 289.9208690025473, 'offset': 4.253571395735175} >> Running individual: {'amp': 77.14039752275033, 'period': 251.82180580289483, 'offset': -12.142734055892731} >> Running individual: {'amp': 93.11263639570006, 'period': 229.7097806633677, 'offset': -4.264816465114909} >> Running individual: {'amp': 70.42013375467681, 'period': 234.9405615015103, 'offset': -18.1422779545344} >> Running individual: {'amp': 68.47543092926074, 'period': 240.2605303647776, 'offset': -33.184977763844536} >> Running individual: {'amp': 68.86883751390651, 'period': 230.50233967969882, 'offset': 5.624250825699917} >> Running individual: {'amp': 69.13034043139454, 'period': 232.95840270612996, 'offset': 4.382698554625188} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.63229721299692, cost: 1.1052179679671426e-05, fitness inc: 1.1052179679671426e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 72.10892437875673, cost: 0.0022527725695872247, fitness inc: 0.0022527725695872247 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4395780784218037, cost: 0.00045781304273906365, fitness inc: 0.00045781304273906365 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.70000000000014, cost: 0.0006210796203809377, fitness inc: 0.0006210796203809377 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 290.80000000006606, cost: 0.0006210796203811597, fitness inc: 0.0006210796203811597 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 290.700000000014, cost: 0.0006180407227770468, fitness inc: 0.0006180407227770468 Fitness: 0.004581837755545104 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.8082502676633, cost: 1.3563302383112763e-05, fitness inc: 1.3563302383112763e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 66.91295426366165, cost: 0.0010934909630792022, fitness inc: 0.0010934909630792022 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4690101757626035, cost: 0.0004110083680998189, fitness inc: 0.0004110083680998189 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.10000000000018, cost: 0.0005501995138470495, fitness inc: 0.0005501995138470495 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 288.30000000006555, cost: 0.0005473391890837842, fitness inc: 0.0005473391890837842 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 288.20000000001323, cost: 0.0005444863064864025, fitness inc: 0.0005444863064864025 Fitness: 0.00316008764297937 Target average_minimum (weight 1.0): target val: -75.0, actual: -50.19206286668676, cost: 0.002546409593439769, fitness inc: 0.002546409593439769 Target average_maximum (weight 1.0): target val: 55.0, actual: 99.97013141271374, cost: 0.015359511717444319, fitness inc: 0.015359511717444319 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.443130953746697, cost: 0.00045202931516008515, fitness inc: 0.00045202931516008515 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.60000000000015, cost: 0.000608968664529641, fitness inc: 0.000608968664529641 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 290.5000000000139, cost: 0.0006119852447138419, fitness inc: 0.0006119852447138419 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 290.400000000066, cost: 0.0006089686645316394, fitness inc: 0.0006089686645316394 Fitness: 0.020187873199819295 Target average_minimum (weight 1.0): target val: -75.0, actual: -60.80553740205323, cost: 0.0008350824273045676, fitness inc: 0.0008350824273045676 Target average_maximum (weight 1.0): target val: 55.0, actual: 69.31268738443475, cost: 0.0015776406061174253, fitness inc: 0.0015776406061174253 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.449465332872828, cost: 0.00044180866423515486, fitness inc: 0.00044180866423515486 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.50000000000016, cost: 0.0005969767392277614, fitness inc: 0.0005969767392277614 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 289.9000000000659, cost: 0.0005939973574331514, fitness inc: 0.0005939973574331514 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 289.90000000001373, cost: 0.0005939973574333735, fitness inc: 0.0005939973574333735 Fitness: 0.004639503151751434 Target average_minimum (weight 1.0): target val: -75.0, actual: -89.28312060098824, cost: 0.0008455379353791148, fitness inc: 0.0008455379353791148 Target average_maximum (weight 1.0): target val: 55.0, actual: 64.99764582902459, cost: 0.0007703927645205111, fitness inc: 0.0007703927645205111 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.971405877680084, cost: 1.1923666654034548e-06, fitness inc: 1.1923666654034548e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.80000000005725, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.80000000000246, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Fitness: 0.0016210355947420263 Target average_minimum (weight 1.0): target val: -75.0, actual: -97.37744838357611, cost: 0.0020728802410703295, fitness inc: 0.0020728802410703295 Target average_maximum (weight 1.0): target val: 55.0, actual: 88.84776884119351, cost: 0.008759724326014351, fitness inc: 0.008759724326014351 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.35303079769217, cost: 0.00018172014029649297, fitness inc: 0.00018172014029649297 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 57.400000000000546, cost: 0.00015534226503155502, fitness inc: 0.00015534226503155502 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 229.80000000005225, cost: 0.0001523117309361055, fitness inc: 0.0001523117309361055 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 229.69999999999624, cost: 0.00015382326809521008, fitness inc: 0.00015382326809521008 Fitness: 0.015517900103024784 Target average_minimum (weight 1.0): target val: -75.0, actual: -88.56239244681022, cost: 0.000762422370629845, fitness inc: 0.000762422370629845 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.27783585171933, cost: 5.715512820247959e-05, fitness inc: 5.715512820247959e-05 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.256224728664958, cost: 9.573203888646464e-05, fitness inc: 9.573203888646464e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.700000000000564, cost: 8.624749406149768e-05, fitness inc: 8.624749406149768e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 235.00000000005343, cost: 8.399294459260354e-05, fitness inc: 8.399294459260354e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 234.90000000005335, cost: 8.511648789955029e-05, fitness inc: 8.511648789955029e-05 Fitness: 0.005212764595853181 Target average_minimum (weight 1.0): target val: -75.0, actual: -101.66039125345851, cost: 0.002939738520830515, fitness inc: 0.002939738520830515 Target average_maximum (weight 1.0): target val: 55.0, actual: 35.29042829807742, cost: 0.0029874895036763327, fitness inc: 0.0029874895036763327 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.162619675315039, cost: 3.856436931493068e-05, fitness inc: 3.856436931493068e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.100000000000584, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 240.30000000005458, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 240.1999999999992, cost: 3.585364780311906e-05, fitness inc: 3.585364780311906e-05 Fitness: 0.006071176957340496 Target average_minimum (weight 1.0): target val: -75.0, actual: -63.24457654743189, cost: 0.0005729041046487193, fitness inc: 0.0005729041046487193 Target average_maximum (weight 1.0): target val: 55.0, actual: 74.49306462462076, cost: 0.0029224063869894845, fitness inc: 0.0029224063869894845 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.3383947939255245, cost: 0.00016696737888366453, fitness inc: 0.00016696737888366453 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 57.60000000000055, cost: 0.0001433991670630741, fitness inc: 0.0001433991670630741 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 230.5000000000524, cost: 0.00014193985021893063, fitness inc: 0.00014193985021893063 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 230.49999999999648, cost: 0.00014193985021893063, fitness inc: 0.00014193985021893063 Fitness: 0.008131654869603544 Target average_minimum (weight 1.0): target val: -75.0, actual: -64.74762819249216, cost: 0.00043582650207418805, fitness inc: 0.00043582650207418805 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 Single spike width algorithm failure - setting to 0 First spike width <1e-6s, this indicates a problem Single spike width algorithm failure - setting to 0 Target average_maximum (weight 1.0): target val: 55.0, actual: 73.5130168108872, cost: 0.002636690684329812, fitness inc: 0.002636690684329812 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.2923060414200345, cost: 0.00012458859094832686, fitness inc: 0.00012458859094832686 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.20000000000056, cost: 0.00011043473615535149, fitness inc: 0.00011043473615535149 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 233.00000000005298, cost: 0.00010788169361786171, fitness inc: 0.00010788169361786171 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 232.90000000005296, cost: 0.00010915448399717587, fitness inc: 0.00010915448399717587 Fitness: 0.007566674822703456 >>>>> Evaluating: >>>>> [69.04321219641496, 234.13790422927056, -34.935228535527244] >>>>> [69.19573567091469, 234.18758937639276, -10.8028173670821] >>>>> [68.63674401194626, 230.73181644947098, 0.4854230332280588] >>>>> [71.3987635604225, 244.45544625100746, -0.1627446997133335] >>>>> [64.55362350045858, 292.53509324972646, -11.767485735187153] >>>>> [63.93866380205511, 271.52195476910873, -7.925080154313232] >>>>> [79.15304783352373, 262.6305336069699, -11.895688474843894] >>>>> [79.15304783352373, 262.6305336069699, -11.35843751205962] >>>>> [68.52939020233265, 280.2092357320422, -29.262992311066935] >>>>> [71.64092695192704, 242.40380847780045, -17.577874815462366] >> Running individual: {'amp': 69.04321219641496, 'period': 234.13790422927056, 'offset': -34.935228535527244} >> Running individual: {'amp': 69.19573567091469, 'period': 234.18758937639276, 'offset': -10.8028173670821} >> Running individual: {'amp': 68.63674401194626, 'period': 230.73181644947098, 'offset': 0.4854230332280588} >> Running individual: {'amp': 71.3987635604225, 'period': 244.45544625100746, 'offset': -0.1627446997133335} >> Running individual: {'amp': 64.55362350045858, 'period': 292.53509324972646, 'offset': -11.767485735187153} >> Running individual: {'amp': 63.93866380205511, 'period': 271.52195476910873, 'offset': -7.925080154313232} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.895688474843894} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.35843751205962} >> Running individual: {'amp': 68.52939020233265, 'period': 280.2092357320422, 'offset': -29.262992311066935} >> Running individual: {'amp': 71.64092695192704, 'period': 242.40380847780045, 'offset': -17.577874815462366} Target average_minimum (weight 1.0): target val: -75.0, actual: -103.97842553576515, cost: 0.0034713118858481495, fitness inc: 0.0034713118858481495 Target average_maximum (weight 1.0): target val: 55.0, actual: 34.1079609247113, cost: 0.003355469941508038, fitness inc: 0.003355469941508038 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.270766602604451, cost: 0.0001069056265492474, fitness inc: 0.0001069056265492474 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.50000000000056, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 234.20000000005325, cost: 9.319024810150456e-05, fitness inc: 9.319024810150456e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 234.10000000005317, cost: 9.4373492802724e-05, fitness inc: 9.4373492802724e-05 Fitness: 0.01125891352633468 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.99853610570264, cost: 0.00010363224733322962, fitness inc: 0.00010363224733322962 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.39289849460579, cost: 8.878806238532544e-05, fitness inc: 8.878806238532544e-05 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.269854824935236, cost: 0.00010618692851127598, fitness inc: 0.00010618692851127598 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 58.50000000000056, cost: 9.556419994427579e-05, fitness inc: 9.556419994427579e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 234.20000000005325, cost: 9.319024810150456e-05, fitness inc: 9.319024810150456e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 234.1999999999975, cost: 9.31902481017266e-05, fitness inc: 9.31902481017266e-05 Fitness: 0.004622650065958078 Target average_minimum (weight 1.0): target val: -75.0, actual: -68.15128992774957, cost: 0.00019453033285421473, fitness inc: 0.00019453033285421473 Target average_maximum (weight 1.0): target val: 55.0, actual: 69.12215050361155, cost: 0.001535979774757057, fitness inc: 0.001535979774757057 Target min_peak_no (weight 1): target val: 3, actual: 4, cost: 0.00258588843738472, fitness inc: 0.00258588843738472 Target max_peak_no (weight 1.0): target val: 4, actual: 5, cost: 0.00145620969419602, fitness inc: 0.00145620969419602 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.334164048108498, cost: 0.000162819168380679, fitness inc: 0.000162819168380679 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 57.70000000000055, cost: 0.00013760666180073766, fitness inc: 0.00013760666180073766 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 230.80000000005248, cost: 0.00013760666180073766, fitness inc: 0.00013760666180073766 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 230.69999999999652, cost: 0.00013904359752281437, fitness inc: 0.00013904359752281437 Fitness: 0.006349684328696981 Target average_minimum (weight 1.0): target val: -75.0, actual: -71.56147684191528, cost: 4.9042981666969077e-05, fitness inc: 4.9042981666969077e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 71.2360062493907, cost: 0.002029213086857995, fitness inc: 0.002029213086857995 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0905372238881155, cost: 1.1953799264663445e-05, fitness inc: 1.1953799264663445e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.1000000000006, cost: 1.1707596263788034e-05, fitness inc: 1.1707596263788034e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 244.5000000000556, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 244.4000000000555, cost: 1.1707596263565989e-05, fitness inc: 1.1707596263565989e-05 Fitness: 0.0021249182661123855 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.3210986163751, cost: 7.239716996121359e-06, fitness inc: 7.239716996121359e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.78612417536647, cost: 3.7804326336154936e-05, fitness inc: 3.7804326336154936e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.4184138559702553, cost: 0.000493027033710236, fitness inc: 0.000493027033710236 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 73.10000000000012, cost: 0.000670713574706383, fitness inc: 0.000670713574706383 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 292.6000000000145, cost: 0.0006770516904367474, fitness inc: 0.0006770516904367474 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 292.50000000006645, cost: 0.0006738789143209134, fitness inc: 0.0006738789143209134 Fitness: 0.002559715256506556 Target average_minimum (weight 1.0): target val: -75.0, actual: -71.86372528878277, cost: 4.080042915310944e-05, fitness inc: 4.080042915310944e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.013570249677784, cost: 7.924204487030906e-06, fitness inc: 7.924204487030906e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.6832412523014306, cost: 0.0001463020779247648, fitness inc: 0.0001463020779247648 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 67.90000000000042, cost: 0.00017415206577509057, fitness inc: 0.00017415206577509057 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 271.50000000006173, cost: 0.0001725435569165379, fitness inc: 0.0001725435569165379 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 271.50000000000824, cost: 0.00017254355691675993, fitness inc: 0.00017254355691675993 Fitness: 0.0007142658911732935 Target average_minimum (weight 1.0): target val: -75.0, actual: -91.04872196227346, cost: 0.0010672628952331786, fitness inc: 0.0010672628952331786 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.25733269345955, cost: 0.0011575515610099396, fitness inc: 0.0011575515610099396 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024582276006782644 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.51147099948919, cost: 0.0009970730770306746, fitness inc: 0.0009970730770306746 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.7945836562438, cost: 0.0012611178727093275, fitness inc: 0.0012611178727093275 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024916040941751483 Target average_minimum (weight 1.0): target val: -75.0, actual: -97.79236180777217, cost: 0.0021502950362152218, fitness inc: 0.0021502950362152218 Target average_maximum (weight 1.0): target val: 55.0, actual: 39.26637632840104, cost: 0.001905813717627991, fitness inc: 0.001905813717627991 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.568879371876644, cost: 0.0002709796692719202, fitness inc: 0.0002709796692719202 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 70.10000000000029, cost: 0.0003449007357733125, fitness inc: 0.0003449007357733125 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 280.2000000000637, cost: 0.0003403790359962633, fitness inc: 0.0003403790359962633 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 280.20000000001085, cost: 0.0003403790359962633, fitness inc: 0.0003403790359962633 Fitness: 0.005352747230880972 Target average_minimum (weight 1.0): target val: -75.0, actual: -89.21880046564206, cost: 0.0008379461502907581, fitness inc: 0.0008379461502907581 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.06305063109205, cost: 6.7714349620828784e-06, fitness inc: 6.7714349620828784e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.125412541253501, cost: 2.2936586094091105e-05, fitness inc: 2.2936586094091105e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.60000000000059, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 242.40000000005512, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 242.3999999999998, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Fitness: 0.0009323439763933017 >>>>> Evaluating: >>>>> [68.5735958374925, 282.3749630031772, -4.289213041273961] >>>>> [69.08635855865401, 288.18027865300957, -9.881062639824666] >>>>> [70.09109460805674, 247.40001443349053, -28.442857401502035] >>>>> [73.01695799576214, 261.7851914072967, -10.694506373149093] >>>>> [75.16991510061898, 261.5963598332221, -22.248657725310167] >>>>> [74.86129126387182, 278.6009943134907, -16.257387828849502] >>>>> [75.13877732312551, 263.8393407526349, -9.402181899612128] >>>>> [66.96219062311972, 272.08314980840896, -7.0954456247177555] >>>>> [73.97234789604482, 243.14406004723062, -14.735948861663765] >>>>> [77.4622978550431, 243.91813936029646, -12.667928215932507] >> Running individual: {'amp': 68.5735958374925, 'period': 282.3749630031772, 'offset': -4.289213041273961} >> Running individual: {'amp': 69.08635855865401, 'period': 288.18027865300957, 'offset': -9.881062639824666} >> Running individual: {'amp': 70.09109460805674, 'period': 247.40001443349053, 'offset': -28.442857401502035} >> Running individual: {'amp': 73.01695799576214, 'period': 261.7851914072967, 'offset': -10.694506373149093} >> Running individual: {'amp': 75.16991510061898, 'period': 261.5963598332221, 'offset': -22.248657725310167} >> Running individual: {'amp': 74.86129126387182, 'period': 278.6009943134907, 'offset': -16.257387828849502} >> Running individual: {'amp': 75.13877732312551, 'period': 263.8393407526349, 'offset': -9.402181899612128} >> Running individual: {'amp': 66.96219062311972, 'period': 272.08314980840896, 'offset': -7.0954456247177555} >> Running individual: {'amp': 73.97234789604482, 'period': 243.14406004723062, 'offset': -14.735948861663765} Single spike width algorithm failure - setting to 0 >> Running individual: {'amp': 77.4622978550431, 'period': 243.91813936029646, 'offset': -12.667928215932507} Target average_minimum (weight 1.0): target val: -75.0, actual: -72.8627905303054, cost: 1.8946989284285287e-05, fitness inc: 1.8946989284285287e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 64.28436890781957, cost: 0.0006644579729719879, fitness inc: 0.0006644579729719879 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.5414945106829236, cost: 0.0003064874920631899, fitness inc: 0.0003064874920631899 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 70.60000000000026, cost: 0.0003917568664096871, fitness inc: 0.0003917568664096871 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 282.4000000000642, cost: 0.00039175686640990914, fitness inc: 0.00039175686640990914 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 282.30000000006413, cost: 0.000389343286097521, fitness inc: 0.000389343286097521 Fitness: 0.0021627494732365804 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.96741300197324, cost: 6.528910683067934e-05, fitness inc: 6.528910683067934e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.20528399683371, cost: 0.00013639009433219496, fitness inc: 0.00013639009433219496 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.469812630117395, cost: 0.0004097675488650143, fitness inc: 0.0004097675488650143 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 72.00000000000018, cost: 0.0005388028682991042, fitness inc: 0.0005388028682991042 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 288.20000000006553, cost: 0.0005444863064861805, fitness inc: 0.0005444863064861805 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 288.20000000001323, cost: 0.0005444863064864025, fitness inc: 0.0005444863064864025 Fitness: 0.0022392222312995758 Target average_minimum (weight 1.0): target val: -75.0, actual: -98.5338955556237, cost: 0.002292161881820909, fitness inc: 0.002292161881820909 Target average_maximum (weight 1.0): target val: 55.0, actual: 41.64818075261685, cost: 0.0013732054224070422, fitness inc: 0.0013732054224070422 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.042037186741498, cost: 2.577050751351173e-06, fitness inc: 2.577050751351173e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.90000000000061, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 247.40000000005625, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 247.40000000000123, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 0.0036751422042835546 Target average_minimum (weight 1.0): target val: -75.0, actual: -83.71144909436187, cost: 0.00031470117925957997, fitness inc: 0.00031470117925957997 Target average_maximum (weight 1.0): target val: 55.0, actual: 62.32243365772095, cost: 0.0004134116567032775, fitness inc: 0.0004134116567032775 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8197097020620383, cost: 4.7400282421894424e-05, fitness inc: 4.7400282421894424e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.8000000000595, cost: 5.198023124852735e-05, fitness inc: 5.198023124852735e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.80000000000535, cost: 5.198023124852735e-05, fitness inc: 5.198023124852735e-05 Fitness: 0.0009297067907130252 Target average_minimum (weight 1.0): target val: -75.0, actual: -97.41857175449677, cost: 0.002080490102266408, fitness inc: 0.002080490102266408 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.92125613627806, cost: 3.3330274572751506e-05, fitness inc: 3.3330274572751506e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8226299694183554, cost: 4.587724814786309e-05, fitness inc: 4.587724814786309e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.6000000000595, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.6000000000053, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Fitness: 0.0023103972544806783 Target average_minimum (weight 1.0): target val: -75.0, actual: -91.11863474019772, cost: 0.0010765717153338183, fitness inc: 0.0010765717153338183 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.60385907151915, cost: 0.00010017134370665648, fitness inc: 0.00010017134370665648 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.5893754486713427, cost: 0.0002458328128416287, fitness inc: 0.0002458328128416287 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 69.70000000000032, cost: 0.00030956174185381435, fitness inc: 0.00030956174185381435 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 278.60000000006335, cost: 0.0003052785099054711, fitness inc: 0.0003052785099054711 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 278.60000000001037, cost: 0.00030527850990569316, fitness inc: 0.00030527850990569316 Fitness: 0.002342694633547082 Target average_minimum (weight 1.0): target val: -75.0, actual: -84.54094130012244, cost: 0.00037746157340312614, fitness inc: 0.00037746157340312614 Target average_maximum (weight 1.0): target val: 55.0, actual: 65.73657631296163, cost: 0.0008883764727940502, fitness inc: 0.0008883764727940502 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.7902716361333204, cost: 6.414211599792274e-05, fitness inc: 6.414211599792274e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 66.00000000000053, cost: 7.316797938827779e-05, fitness inc: 7.316797938827779e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 263.90000000006, cost: 7.212653072175002e-05, fitness inc: 7.212653072175002e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 263.800000000006, cost: 7.109254549064747e-05, fitness inc: 7.109254549064747e-05 Fitness: 0.0015463672177957744 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.05761059960317, cost: 3.683947598198678e-06, fitness inc: 3.683947598198678e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.866738301909024, cost: 0.00018266193639449035, fitness inc: 0.00018266193639449035 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.67511944138125, cost: 0.00015389956993849818, fitness inc: 0.00015389956993849818 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 68.00000000000041, cost: 0.0001806606891511242, fitness inc: 0.0001806606891511242 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 272.10000000006187, cost: 0.00018230649161632417, fitness inc: 0.00018230649161632417 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 272.10000000000844, cost: 0.00018230649161632417, fitness inc: 0.00018230649161632417 Fitness: 0.0008855191263149598 Target average_minimum (weight 1.0): target val: -75.0, actual: -88.7082646835753, cost: 0.0007788984114304176, fitness inc: 0.0007788984114304176 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.23638606673425, cost: 0.00013841474321896197, fitness inc: 0.00013841474321896197 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.112969564024603, cost: 1.8611082115538302e-05, fitness inc: 1.8611082115538302e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.800000000000594, cost: 1.7262635329529097e-05, fitness inc: 1.7262635329529097e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 243.20000000005524, cost: 1.7262635329529097e-05, fitness inc: 1.7262635329529097e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 243.10000000000002, cost: 1.7774084076327412e-05, fitness inc: 1.7774084076327412e-05 Fitness: 0.0009882235915003035 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.13019187077725, cost: 0.0009487044044261816, fitness inc: 0.0009487044044261816 Target average_maximum (weight 1.0): target val: 55.0, actual: 64.7943579000156, cost: 0.0007394045311761577, fitness inc: 0.0007394045311761577 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.100041000409381, cost: 1.4595081218371497e-05, fitness inc: 1.4595081218371497e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.0000000000006, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 243.90000000005546, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 243.90000000000023, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Fitness: 0.001743926916901395 >>>>> Evaluating: >>>>> [75.8507846897689, 249.90609083027152, -14.146274151382212] >>>>> [73.49669435363656, 243.9529630723681, -13.831989457573396] >>>>> [73.34464572951967, 266.9012715575945, -9.515998177969244] >>>>> [69.80654644062992, 270.04921930168695, -9.930460183176859] >>>>> [63.46605927668348, 261.6719203708418, -11.805542572496588] >>>>> [61.83425159238372, 260.5428122690482, -8.468087832920189] >>>>> [67.08652883380749, 253.7678371418877, -5.619673646154428] >>>>> [68.1605511767674, 257.50164820978733, -11.741567801524193] >>>>> [79.15304783352373, 262.6305336069699, -11.3400778988086] >>>>> [79.15304783352373, 260.37319110790605, -11.801683078915731] >> Running individual: {'amp': 75.8507846897689, 'period': 249.90609083027152, 'offset': -14.146274151382212} >> Running individual: {'amp': 73.49669435363656, 'period': 243.9529630723681, 'offset': -13.831989457573396} >> Running individual: {'amp': 73.34464572951967, 'period': 266.9012715575945, 'offset': -9.515998177969244} >> Running individual: {'amp': 69.80654644062992, 'period': 270.04921930168695, 'offset': -9.930460183176859} >> Running individual: {'amp': 63.46605927668348, 'period': 261.6719203708418, 'offset': -11.805542572496588} >> Running individual: {'amp': 61.83425159238372, 'period': 260.5428122690482, 'offset': -8.468087832920189} >> Running individual: {'amp': 67.08652883380749, 'period': 253.7678371418877, 'offset': -5.619673646154428} >> Running individual: {'amp': 68.1605511767674, 'period': 257.50164820978733, 'offset': -11.741567801524193} >> Running individual: {'amp': 79.15304783352373, 'period': 262.6305336069699, 'offset': -11.3400778988086} >> Running individual: {'amp': 79.15304783352373, 'period': 260.37319110790605, 'offset': -11.801683078915731} Target average_minimum (weight 1.0): target val: -75.0, actual: -89.99702776413572, cost: 0.0009320938821749669, fitness inc: 0.0009320938821749669 Target average_maximum (weight 1.0): target val: 55.0, actual: 61.704504496079, cost: 0.0003466045220160696, fitness inc: 0.0003466045220160696 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001600640255486, cost: 3.7363216964791945e-09, fitness inc: 3.7363216964791945e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.90000000005682, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 0.0012787096071795734 Target average_minimum (weight 1.0): target val: -75.0, actual: -87.32866415660237, cost: 0.0006301044775465225, fitness inc: 0.0006301044775465225 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.66467996239017, cost: 0.00016781169573221177, fitness inc: 0.00016781169573221177 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.099480732439935, cost: 1.4432065230995939e-05, fitness inc: 1.4432065230995939e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.0000000000006, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 244.00000000005542, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 243.90000000000023, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Fitness: 0.0008531194176033541 Target average_minimum (weight 1.0): target val: -75.0, actual: -82.86063334401886, cost: 0.00025624655552980435, fitness inc: 0.00025624655552980435 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.828632446491696, cost: 0.0006008654721321172, fitness inc: 0.0006008654721321172 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.7467216185831393, cost: 9.354324247856649e-05, fitness inc: 9.354324247856649e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 66.70000000000049, cost: 0.00010535849841708522, fitness inc: 0.00010535849841708522 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 266.9000000000607, cost: 0.00010661636507192096, fitness inc: 0.00010661636507192096 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 266.90000000000686, cost: 0.000106616365072143, fitness inc: 0.000106616365072143 Fitness: 0.0012692464987016372 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.73698895857854, cost: 9.307190022600498e-05, fitness inc: 9.307190022600498e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.87607043216947, cost: 0.0001833629999613562, fitness inc: 0.0001833629999613562 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.7027894347068826, cost: 0.00012880399923653751, fitness inc: 0.00012880399923653751 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 67.50000000000044, cost: 0.00014931103621862452, fitness inc: 0.00014931103621862452 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 270.1000000000614, cost: 0.00015080765362129878, fitness inc: 0.00015080765362129878 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 270.00000000006133, cost: 0.0001493110362195127, fitness inc: 0.0001493110362195127 Fitness: 0.0008546686254833347 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.27158480218434, cost: 3.059602818877849e-07, fitness inc: 3.059602818877849e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.66050288426702, cost: 8.601539619934595e-05, fitness inc: 8.601539619934595e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.821656050954809, cost: 4.638242130572401e-05, fitness inc: 4.638242130572401e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.70000000005945, cost: 5.110298835120375e-05, fitness inc: 5.110298835120375e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.6000000000595, cost: 5.0233209831662684e-05, fitness inc: 5.0233209831662684e-05 Fitness: 0.00028427318580104277 Target average_minimum (weight 1.0): target val: -75.0, actual: -70.30232386926089, cost: 9.153362213587535e-05, fitness inc: 9.153362213587535e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.366148129436965, cost: 2.0590544114074127e-05, fitness inc: 2.0590544114074127e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.837789433285821, cost: 3.837058507383251e-05, fitness inc: 3.837058507383251e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000005925, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.5000000000592, cost: 4.115830592466008e-05, fitness inc: 4.115830592466008e-05 Fitness: 0.00027397713391952294 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.7061874865886, cost: 2.1825319749702032e-05, fitness inc: 2.1825319749702032e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 61.46683244266508, cost: 0.0003224738865690302, fitness inc: 0.0003224738865690302 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9406278733738787, cost: 5.1406706442769234e-06, fitness inc: 5.1406706442769234e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.80000000005765, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.70000000005768, cost: 5.110907211891558e-06, fitness inc: 5.110907211891558e-06 Fitness: 0.0003647800650361521 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.90210316454522, cost: 9.967261729815213e-05, fitness inc: 9.967261729815213e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.41897338200235, cost: 1.5530776104610844e-05, fitness inc: 1.5530776104610844e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.883495145630459, cost: 1.9794122276817205e-05, fitness inc: 1.9794122276817205e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.40000000000062, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 257.50000000005855, cost: 2.0999559009360347e-05, fitness inc: 2.0999559009360347e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 257.5000000000041, cost: 2.0999559009360347e-05, fitness inc: 2.0999559009360347e-05 Fitness: 0.00019855990204709073 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.49311138623817, cost: 0.0009947165185663076, fitness inc: 0.0009947165185663076 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.81294326949484, cost: 0.0012647351759335068, fitness inc: 0.0012647351759335068 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8080731150032037, cost: 5.371617781102511e-05, fitness inc: 5.371617781102511e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.70000000000054, cost: 6.116319216831201e-05, fitness inc: 6.116319216831201e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 262.6000000000597, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 262.6000000000056, cost: 5.926688722790452e-05, fitness inc: 5.926688722790452e-05 Fitness: 0.0024928648389349606 Target average_minimum (weight 1.0): target val: -75.0, actual: -90.95470559392993, cost: 0.0010548082279456805, fitness inc: 0.0010548082279456805 Target average_maximum (weight 1.0): target val: 55.0, actual: 67.35134799933786, cost: 0.0011753558461343738, fitness inc: 0.0011753558461343738 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.840737421584338, cost: 3.698862807899328e-05, fitness inc: 3.698862807899328e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.4000000000592, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.30000000005913, cost: 3.960536468672338e-05, fitness inc: 3.960536468672338e-05 Fitness: 0.0023875142725983123 >>>>> Evaluating: >>>>> [71.25854314257619, 253.48881608603813, -8.164942101314043] >>>>> [68.60032265328549, 241.99459003165745, -15.927495534458966] >>>>> [63.05586095792705, 260.5255375823507, -11.182677357761081] >>>>> [69.20531814493442, 258.3135407785385, -12.398300247153687] >>>>> [63.59736101491402, 261.490511002922, -8.777341580622618] >>>>> [63.47779777622796, 260.60211399985184, -9.836386049499797] >>>>> [74.72626357370135, 249.368239713854, -9.510415743559436] >>>>> [71.63306680683145, 252.83488963913328, -9.95493286211952] >>>>> [67.76276606608982, 254.0071187126493, -13.275716360714787] >>>>> [70.13282929307915, 267.44076206036334, -12.886524528668264] >> Running individual: {'amp': 71.25854314257619, 'period': 253.48881608603813, 'offset': -8.164942101314043} >> Running individual: {'amp': 68.60032265328549, 'period': 241.99459003165745, 'offset': -15.927495534458966} >> Running individual: {'amp': 63.05586095792705, 'period': 260.5255375823507, 'offset': -11.182677357761081} >> Running individual: {'amp': 69.20531814493442, 'period': 258.3135407785385, 'offset': -12.398300247153687} >> Running individual: {'amp': 63.59736101491402, 'period': 261.490511002922, 'offset': -8.777341580622618} >> Running individual: {'amp': 63.47779777622796, 'period': 260.60211399985184, 'offset': -9.836386049499797} >> Running individual: {'amp': 74.72626357370135, 'period': 249.368239713854, 'offset': -9.510415743559436} >> Running individual: {'amp': 71.63306680683145, 'period': 252.83488963913328, 'offset': -9.95493286211952} >> Running individual: {'amp': 67.76276606608982, 'period': 254.0071187126493, 'offset': -13.275716360714787} >> Running individual: {'amp': 70.13282929307915, 'period': 267.44076206036334, 'offset': -12.886524528668264} Target average_minimum (weight 1.0): target val: -75.0, actual: -79.4234827735534, cost: 8.116105616207125e-05, fitness inc: 8.116105616207125e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 63.09356673010686, cost: 0.0005050238929639184, fitness inc: 0.0005050238929639184 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.945291951603806, cost: 4.364729681238799e-06, fitness inc: 4.364729681238799e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.50000000005764, cost: 4.573312418099107e-06, fitness inc: 4.573312418099107e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.40000000005756, cost: 4.315714707936458e-06, fitness inc: 4.315714707936458e-06 Fitness: 0.0006042770825231969 Target average_minimum (weight 1.0): target val: -75.0, actual: -84.5278156639974, cost: 0.00037642411777183415, fitness inc: 0.00037642411777183415 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.67282420030339, cost: 4.177261356419493e-05, fitness inc: 4.177261356419493e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.132231404958053, cost: 2.5498518809285997e-05, fitness inc: 2.5498518809285997e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 60.50000000000059, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 242.00000000005502, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 241.9999999999997, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Fitness: 0.0005153735375121871 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.23852323249905, cost: 2.4052849241229524e-06, fitness inc: 2.4052849241229524e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.873168873207774, cost: 7.540975125275295e-05, fitness inc: 7.540975125275295e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8382804503576335, cost: 3.8138647295293815e-05, fitness inc: 3.8138647295293815e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000000497, cost: 4.1945973794366154e-05, fitness inc: 4.1945973794366154e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.5000000000592, cost: 4.115830592466008e-05, fitness inc: 4.115830592466008e-05 Fitness: 0.0002394360660674666 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.60358404380487, cost: 0.00018085691778590984, fitness inc: 0.00018085691778590984 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.80701317083529, cost: 2.5186226461193506e-05, fitness inc: 2.5186226461193506e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.871467286100824, cost: 2.409204659981068e-05, fitness inc: 2.409204659981068e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.6000000000006, cost: 2.634170609627784e-05, fitness inc: 2.634170609627784e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 258.30000000005873, cost: 2.5718271886687738e-05, fitness inc: 2.5718271886687738e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 258.30000000000433, cost: 2.5718271886687738e-05, fitness inc: 2.5718271886687738e-05 Fitness: 0.00030791344071656734 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.37470019981048, cost: 2.8589045331317564e-05, fitness inc: 2.8589045331317564e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.81999094744671, cost: 2.499424310853371e-07, fitness inc: 2.499424310853371e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8245792962768044, cost: 4.487443683232062e-05, fitness inc: 4.487443683232062e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.5000000000594, cost: 4.937089572765174e-05, fitness inc: 4.937089572765174e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.40000000005944, cost: 4.851604607958304e-05, fitness inc: 4.851604607958304e-05 Fitness: 0.0002218335762331769 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.31414421888698, cost: 1.1789353159374905e-05, fitness inc: 1.1789353159374905e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.64137207178992, cost: 1.423791180366063e-05, fitness inc: 1.423791180366063e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8372985418259487, cost: 3.860316628856442e-05, fitness inc: 3.860316628856442e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.20000000000057, cost: 4.3543703863391237e-05, fitness inc: 4.3543703863391237e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000005925, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.600000000005, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Fitness: 0.00019206608270461167 Target average_minimum (weight 1.0): target val: -75.0, actual: -84.23666262718267, cost: 0.0003537779408263608, fitness inc: 0.0003537779408263608 Target average_maximum (weight 1.0): target val: 55.0, actual: 65.21582100268336, cost: 0.0008043563372298612, fitness inc: 0.0008043563372298612 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.010159069642479, cost: 1.5050974244701365e-07, fitness inc: 1.5050974244701365e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.40000000005665, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.30000000005668, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 0.0011588410543568184 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.58798331754365, cost: 0.00018000354509517535, fitness inc: 0.00018000354509517535 Target average_maximum (weight 1.0): target val: 55.0, actual: 61.678119458873965, cost: 0.00034388275801733315, fitness inc: 0.00034388275801733315 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9551746868813904, cost: 2.9302332622549443e-06, fitness inc: 2.9302332622549443e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.90000000005745, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.80000000000274, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Fitness: 0.0005358101093828616 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.03847850899074, cost: 0.0001512319751634239, fitness inc: 0.0001512319751634239 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.48704517471881, cost: 2.0295921004942485e-06, fitness inc: 2.0295921004942485e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937007874015136, cost: 5.786644754479653e-06, fitness inc: 5.786644754479653e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.00000000000307, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Fitness: 0.00017696810497691562 Target average_minimum (weight 1.0): target val: -75.0, actual: -83.01933918072064, cost: 0.0002666954360623919, fitness inc: 0.0002666954360623919 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.24628718570622, cost: 3.8919303790407866e-05, fitness inc: 3.8919303790407866e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.739249657234849, cost: 9.914333395022457e-05, fitness inc: 9.914333395022457e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 66.90000000000047, cost: 0.00011563036140671556, fitness inc: 0.00011563036140671556 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 267.5000000000608, cost: 0.00011432026271662732, fitness inc: 0.00011432026271662732 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 267.400000000007, cost: 0.00011301762557269779, fitness inc: 0.00011301762557269779 Fitness: 0.000747726323499065 >>>>> Evaluating: >>>>> [69.52966299506444, 252.68361801358432, -13.416402095392703] >>>>> [64.43833792885961, 247.46445931781415, -13.575565609690427] >>>>> [67.63050971349655, 259.78872793745614, -13.085975697930312] >>>>> [67.82904637411636, 253.956573109823, -11.892100164576128] >>>>> [68.18146221159549, 249.1851138198521, -13.883451560218731] >>>>> [73.31985644897084, 246.08646176555192, -12.701535727908304] >>>>> [70.79237936115995, 260.89312592154494, -10.208749882600383] >>>>> [64.73060376180472, 259.70455062030953, -10.073742903814923] >>>>> [62.33310303725812, 258.16099228992005, -13.108161426556979] >>>>> [67.19936210865554, 256.1051078202623, -8.270438340216383] >> Running individual: {'amp': 69.52966299506444, 'period': 252.68361801358432, 'offset': -13.416402095392703} >> Running individual: {'amp': 64.43833792885961, 'period': 247.46445931781415, 'offset': -13.575565609690427} >> Running individual: {'amp': 67.63050971349655, 'period': 259.78872793745614, 'offset': -13.085975697930312} >> Running individual: {'amp': 67.82904637411636, 'period': 253.956573109823, 'offset': -11.892100164576128} >> Running individual: {'amp': 68.18146221159549, 'period': 249.1851138198521, 'offset': -13.883451560218731} >> Running individual: {'amp': 73.31985644897084, 'period': 246.08646176555192, 'offset': -12.701535727908304} >> Running individual: {'amp': 70.79237936115995, 'period': 260.89312592154494, 'offset': -10.208749882600383} >> Running individual: {'amp': 64.73060376180472, 'period': 259.70455062030953, 'offset': -10.073742903814923} >> Running individual: {'amp': 62.33310303725812, 'period': 258.16099228992005, 'offset': -13.108161426556979} >> Running individual: {'amp': 67.19936210865554, 'period': 256.1051078202623, 'offset': -8.270438340216383} Target average_minimum (weight 1.0): target val: -75.0, actual: -82.94606095537041, cost: 0.0002618450150501106, fitness inc: 0.0002618450150501106 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.1132348747336, cost: 9.559184879215366e-06, fitness inc: 9.559184879215366e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.957783641160336, cost: 2.599065468955608e-06, fitness inc: 2.599065468955608e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.70000000005746, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 0.0002821755097217604 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.01388879438588, cost: 3.767839045099031e-05, fitness inc: 3.767839045099031e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 50.86275285463182, cost: 0.00013201309100652203, fitness inc: 0.00013201309100652203 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0409482758614494, cost: 2.445270910755859e-06, fitness inc: 2.445270910755859e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.90000000000061, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 247.50000000005627, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 247.40000000000123, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 0.00017914420259734776 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.71646560715003, cost: 0.00013553472607852335, fitness inc: 0.00013553472607852335 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.54451274521759, cost: 1.6003065023140195e-06, fitness inc: 1.6003065023140195e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8491147036175613, cost: 3.3199857868204674e-05, fitness inc: 3.3199857868204674e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.90000000000059, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.8000000000591, cost: 3.585364780311906e-05, fitness inc: 3.585364780311906e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.80000000000473, cost: 3.585364780311906e-05, fitness inc: 3.585364780311906e-05 Fitness: 0.0002764474022955987 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.72113260013121, cost: 9.244991219170551e-05, fitness inc: 9.244991219170551e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.93692594064022, cost: 6.771096331292803e-06, fitness inc: 6.771096331292803e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.00012253806853890215 Target average_minimum (weight 1.0): target val: -75.0, actual: -82.06489586038799, cost: 0.00020700263711148637, fitness inc: 0.00020700263711148637 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.29798993816368, cost: 3.801337493003487e-06, fitness inc: 3.801337493003487e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0128410914921595, cost: 2.404698203894995e-07, fitness inc: 2.404698203894995e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.20000000005666, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.20000000000172, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 0.00021176124425370535 Target average_minimum (weight 1.0): target val: -75.0, actual: -86.02135208072883, cost: 0.0005036226286315726, fitness inc: 0.0005036226286315726 Target average_maximum (weight 1.0): target val: 55.0, actual: 60.6183152048435, cost: 0.00024342090834861274, fitness inc: 0.00024342090834861274 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.063388866313886, cost: 5.8597653730396715e-06, fitness inc: 5.8597653730396715e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.500000000000604, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 246.10000000005596, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 246.10000000000085, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.0007702333355178448 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.00110044627884, cost: 0.00014936580265112465, fitness inc: 0.00014936580265112465 Target average_maximum (weight 1.0): target val: 55.0, actual: 60.583624812140684, cost: 0.00024042489524622734, fitness inc: 0.00024042489524622734 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8328861632803455, cost: 4.072526658516207e-05, fitness inc: 4.072526658516207e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.20000000000057, cost: 4.3543703863391237e-05, fitness inc: 4.3543703863391237e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.9000000000593, cost: 4.4353765989546545e-05, fitness inc: 4.4353765989546545e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.9000000000051, cost: 4.4353765989546545e-05, fitness inc: 4.4353765989546545e-05 Fitness: 0.0005627672003249984 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80434090568012, cost: 1.588013781583797e-07, fitness inc: 1.588013781583797e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.656839782693176, cost: 9.083325558378874e-07, fitness inc: 9.083325558378874e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8505968425099826, cost: 3.255084129882846e-05, fitness inc: 3.255084129882846e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.90000000000059, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.70000000005905, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.7000000000047, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Fitness: 0.00013827459042370371 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.44124852766858, cost: 8.076448837490702e-07, fitness inc: 8.076448837490702e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 49.224925054343785, cost: 0.00025719051304329277, fitness inc: 0.00025719051304329277 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.873466752743098, cost: 2.3348337890083393e-05, fitness inc: 2.3348337890083393e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.50000000000061, cost: 2.3892762455623995e-05, fitness inc: 2.3892762455623995e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 258.20000000005865, cost: 2.5102303191859576e-05, fitness inc: 2.5102303191859576e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 258.1000000000587, cost: 2.4493800039326885e-05, fitness inc: 2.4493800039326885e-05 Fitness: 0.0003548353615039357 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.46979488012157, cost: 9.155254465653684e-07, fitness inc: 9.155254465653684e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.92889981466848, cost: 0.00011905334668005363, fitness inc: 0.00011905334668005363 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9047247169068475, cost: 1.3237669965526777e-05, fitness inc: 1.3237669965526777e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.00000000000064, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.10000000005823, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.10000000000366, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Fitness: 0.00017442944217282985 >>>>> Evaluating: >>>>> [65.14730118305819, 260.3358898562328, -13.264060804604442] >>>>> [63.25350368946321, 261.40316486916146, -8.538919594040209] >>>>> [67.86953618870507, 253.36135309411858, -13.279406439450803] >>>>> [69.66038243498235, 254.06300689396951, -13.120343518984367] >>>>> [65.6271314806003, 258.9092418350481, -8.773670629970278] >>>>> [67.55812874565868, 256.5473233238182, -8.151676518973643] >>>>> [65.10001250249414, 253.10138991834668, -12.057148211167299] >>>>> [67.18053245170513, 250.0796825536957, -14.28077081103062] >>>>> [64.82723452158179, 260.495874425448, -11.632566217335324] >>>>> [63.67383740343462, 252.44753883143474, -9.893952613942185] >> Running individual: {'amp': 65.14730118305819, 'period': 260.3358898562328, 'offset': -13.264060804604442} >> Running individual: {'amp': 63.25350368946321, 'period': 261.40316486916146, 'offset': -8.538919594040209} >> Running individual: {'amp': 67.86953618870507, 'period': 253.36135309411858, 'offset': -13.279406439450803} >> Running individual: {'amp': 69.66038243498235, 'period': 254.06300689396951, 'offset': -13.120343518984367} >> Running individual: {'amp': 65.6271314806003, 'period': 258.9092418350481, 'offset': -8.773670629970278} >> Running individual: {'amp': 67.55812874565868, 'period': 256.5473233238182, 'offset': -8.151676518973643} >> Running individual: {'amp': 65.10001250249414, 'period': 253.10138991834668, 'offset': -12.057148211167299} >> Running individual: {'amp': 67.18053245170513, 'period': 250.0796825536957, 'offset': -14.28077081103062} >> Running individual: {'amp': 64.82723452158179, 'period': 260.495874425448, 'offset': -11.632566217335324} >> Running individual: {'amp': 63.67383740343462, 'period': 252.44753883143474, 'offset': -9.893952613942185} Target average_minimum (weight 1.0): target val: -75.0, actual: -78.41134287358904, cost: 4.8270749175460814e-05, fitness inc: 4.8270749175460814e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.88322767007666, cost: 7.492539215170346e-05, fitness inc: 7.492539215170346e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8412291933412632, cost: 3.676056180479392e-05, fitness inc: 3.676056180479392e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.40000000005915, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.3000000000049, cost: 3.960536468627929e-05, fitness inc: 3.960536468627929e-05 Fitness: 0.00028031827357077876 Target average_minimum (weight 1.0): target val: -75.0, actual: -71.79238704043458, cost: 4.267756597786665e-05, fitness inc: 4.267756597786665e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.71454774559117, cost: 6.285185325527465e-07, fitness inc: 6.285185325527465e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8255547054316823, cost: 4.4376806773605004e-05, fitness inc: 4.4376806773605004e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.40000000000056, cost: 5.0233209831218595e-05, fitness inc: 5.0233209831218595e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 261.40000000005944, cost: 4.851604607913895e-05, fitness inc: 4.851604607913895e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 261.40000000000526, cost: 4.851604607913895e-05, fitness inc: 4.851604607913895e-05 Fitness: 0.0002349481932735209 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.14892409525977, cost: 0.0001568138486444104, fitness inc: 0.0001568138486444104 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.590111013205615, cost: 1.2959353680175312e-06, fitness inc: 1.2959353680175312e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.946849098802176, cost: 4.119801378488219e-06, fitness inc: 4.119801378488219e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.40000000005756, cost: 4.315714707936458e-06, fitness inc: 4.315714707936458e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.3000000000576, cost: 4.06558347121333e-06, fitness inc: 4.06558347121333e-06 Fitness: 0.00017443380228854277 Target average_minimum (weight 1.0): target val: -75.0, actual: -82.7807042756583, cost: 0.0002510631814803821, fitness inc: 0.0002510631814803821 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.54002578056237, cost: 1.8293611159903023e-05, fitness inc: 1.8293611159903023e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9359748097606055, cost: 5.978000699791153e-06, fitness inc: 5.978000699791153e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.10000000005778, cost: 6.27569394862082e-06, fitness inc: 6.27569394862082e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.0000000000577, cost: 5.973297653061316e-06, fitness inc: 5.973297653061316e-06 Fitness: 0.0002935570825945977 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.40079950454104, cost: 1.4893540107863146e-06, fitness inc: 1.4893540107863146e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.853430893126365, cost: 2.6496755235916325e-05, fitness inc: 2.6496755235916325e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.861997940267158, cost: 2.777255771191367e-05, fitness inc: 2.777255771191367e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.7000000000006, cost: 2.8910097515488786e-05, fitness inc: 2.8910097515488786e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.0000000000589, cost: 3.0239085570094026e-05, fitness inc: 3.0239085570094026e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 258.90000000000447, cost: 2.957085887189681e-05, fitness inc: 2.957085887189681e-05 Fitness: 0.00014447870891609593 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.70979232420801, cost: 2.0898540055158676e-06, fitness inc: 2.0898540055158676e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.406436788212744, cost: 0.0001497481464366457, fitness inc: 0.0001497481464366457 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8976224503047043, cost: 1.528479528201121e-05, fitness inc: 1.528479528201121e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.10000000000063, cost: 1.529149949985875e-05, fitness inc: 1.529149949985875e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.60000000005834, cost: 1.626213553862499e-05, fitness inc: 1.626213553862499e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.50000000005826, cost: 1.577308453959425e-05, fitness inc: 1.577308453959425e-05 Fitness: 0.00021444951530225076 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.15714559230962, cost: 1.930211023326578e-05, fitness inc: 1.930211023326578e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.04285402657421, cost: 2.9545069243908095e-05, fitness inc: 2.9545069243908095e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.95100750691365, cost: 3.500373299658577e-06, fitness inc: 3.500373299658577e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.10000000005755, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.1000000000028, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Fitness: 6.334591241830001e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -81.46127823635685, cost: 0.00017314738672147278, fitness inc: 0.00017314738672147278 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.89974833695818, cost: 3.4023524825177454e-05, fitness inc: 3.4023524825177454e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 0.00020718210856196517 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.45978094866985, cost: 8.839461375420576e-06, fitness inc: 8.839461375420576e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.19466194146859, cost: 2.5139553705089135e-05, fitness inc: 2.5139553705089135e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8387715930896054, cost: 3.7907353470312266e-05, fitness inc: 3.7907353470312266e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.50000000005923, cost: 4.115830592421599e-05, fitness inc: 4.115830592421599e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.50000000000495, cost: 4.115830592421599e-05, fitness inc: 4.115830592421599e-05 Fitness: 0.0001945810832755246 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.56777359472518, cost: 8.508909720261748e-06, fitness inc: 8.508909720261748e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.77986552953908, cost: 1.1483170484716254e-05, fitness inc: 1.1483170484716254e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.960918933191887, cost: 2.2273509721060236e-06, fitness inc: 2.2273509721060236e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 2.8853549817853263e-05 >>>>> Evaluating: >>>>> [64.86172897245606, 252.4447636165808, -10.9195851383732] >>>>> [63.24034229338261, 252.95780198114792, -12.115765101190005] >>>>> [67.82904637411636, 253.956573109823, -11.972764041806183] >>>>> [68.00879689761442, 252.4401636190739, -11.892100164576128] >>>>> [65.10567946916655, 257.18779103105226, -11.852647766027893] >>>>> [64.39594650739427, 260.5548879267992, -12.088386097173627] >>>>> [66.12239396417553, 248.44479581801443, -13.880809990425647] >>>>> [65.58459991820975, 250.070763694111, -12.742095209637261] >>>>> [65.06197017313205, 260.0353841958424, -11.365803544282677] >>>>> [66.372139857137, 257.6054006397142, -10.457147262410196] >> Running individual: {'amp': 64.86172897245606, 'period': 252.4447636165808, 'offset': -10.9195851383732} >> Running individual: {'amp': 63.24034229338261, 'period': 252.95780198114792, 'offset': -12.115765101190005} >> Running individual: {'amp': 67.82904637411636, 'period': 253.956573109823, 'offset': -11.972764041806183} >> Running individual: {'amp': 68.00879689761442, 'period': 252.4401636190739, 'offset': -11.892100164576128} >> Running individual: {'amp': 65.10567946916655, 'period': 257.18779103105226, 'offset': -11.852647766027893} >> Running individual: {'amp': 64.39594650739427, 'period': 260.5548879267992, 'offset': -12.088386097173627} >> Running individual: {'amp': 66.12239396417553, 'period': 248.44479581801443, 'offset': -13.880809990425647} >> Running individual: {'amp': 65.58459991820975, 'period': 250.070763694111, 'offset': -12.742095209637261} >> Running individual: {'amp': 65.06197017313205, 'period': 260.0353841958424, 'offset': -11.365803544282677} >> Running individual: {'amp': 66.372139857137, 'period': 257.6054006397142, 'offset': -10.457147262410196} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.7812998464171, cost: 2.5321453809290517e-06, fitness inc: 2.5321453809290517e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.94212306906365, cost: 8.632129570584901e-06, fitness inc: 8.632129570584901e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9614419648746004, cost: 2.168131655211347e-06, fitness inc: 2.168131655211347e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.50000000000264, cost: 2.3333278887927023e-06, fitness inc: 2.3333278887927023e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 1.9966525247272493e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.35609400897727, cost: 5.259971174176314e-07, fitness inc: 5.259971174176314e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.124558906320786, cost: 0.00011583595314312856, fitness inc: 0.00011583595314312856 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.95308999868169, cost: 3.209122527603192e-06, fitness inc: 3.209122527603192e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.00000000005747, cost: 3.3599887104829307e-06, fitness inc: 3.3599887104829307e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.9000000000575, cost: 3.1397234756536108e-06, fitness inc: 3.1397234756536108e-06 Fitness: 0.0001289977097406192 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.80179647736128, cost: 9.56357393721019e-05, fitness inc: 9.56357393721019e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.856262063410156, cost: 5.65538735364246e-06, fitness inc: 5.65538735364246e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.0001246081867416482 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.90088372416022, cost: 9.962303956134733e-05, fitness inc: 9.962303956134733e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.11667774553871, cost: 9.618402594724351e-06, fitness inc: 9.618402594724351e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9614419648746004, cost: 2.168131655211347e-06, fitness inc: 2.168131655211347e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.50000000000264, cost: 2.3333278887927023e-06, fitness inc: 2.3333278887927023e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 0.00011804369245183022 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.95831643534565, cost: 1.590790860950264e-05, fitness inc: 1.590790860950264e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.25301921392823, cost: 2.3540595213811244e-05, fitness inc: 2.3540595213811244e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8880248833586446, cost: 1.8284871329599106e-05, fitness inc: 1.8284871329599106e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.30000000000062, cost: 1.9353225445328803e-05, fitness inc: 1.9353225445328803e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 257.2000000000585, cost: 1.9353225445328803e-05, fitness inc: 1.9353225445328803e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 257.20000000000397, cost: 1.9353225445328803e-05, fitness inc: 1.9353225445328803e-05 Fitness: 0.0001157930514888994 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.48432154394521, cost: 9.13915980582658e-06, fitness inc: 9.13915980582658e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.30754213723979, cost: 5.591456528653005e-05, fitness inc: 5.591456528653005e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.837789433285821, cost: 3.837058507383251e-05, fitness inc: 3.837058507383251e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.10000000000058, cost: 4.037810287627064e-05, fitness inc: 4.037810287627064e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.60000000005925, cost: 4.194597379481024e-05, fitness inc: 4.194597379481024e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.5000000000592, cost: 4.115830592466008e-05, fitness inc: 4.115830592466008e-05 Fitness: 0.0002269066927619301 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.00318891779274, cost: 0.00010382524612040367, fitness inc: 0.00010382524612040367 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.241562084842606, cost: 5.8688410148666215e-05, fitness inc: 5.8688410148666215e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.025224741714128, cost: 9.279185477772955e-07, fitness inc: 9.279185477772955e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.10000000000061, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.5000000000015, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.40000000005642, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 0.0001661930389512678 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.32667580972169, cost: 4.5904502221194576e-05, fitness inc: 4.5904502221194576e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.84248913918845, cost: 3.590391394980852e-05, fitness inc: 3.590391394980852e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.99893361770133, cost: 1.6583747708409646e-09, fitness inc: 1.6583747708409646e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Fitness: 8.181380787919412e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.42776003341216, cost: 8.455923158123824e-06, fitness inc: 8.455923158123824e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.696153926864014, cost: 1.3112888189836802e-05, fitness inc: 1.3112888189836802e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8456608127157117, cost: 3.473714602197919e-05, fitness inc: 3.473714602197919e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 65.00000000000058, cost: 3.733193960753223e-05, fitness inc: 3.733193960753223e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 260.1000000000591, cost: 3.8082283017826235e-05, fitness inc: 3.8082283017826235e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 260.00000000000483, cost: 3.733193960775427e-05, fitness inc: 3.733193960775427e-05 Fitness: 0.00016905211960305255 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.8292849721725, cost: 1.3880687066647468e-05, fitness inc: 1.3880687066647468e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.91499011144994, cost: 6.457752598443278e-06, fitness inc: 6.457752598443278e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.881987577639143, cost: 2.0309696428522095e-05, fitness inc: 2.0309696428522095e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.40000000000062, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 257.60000000005857, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 257.6000000000041, cost: 2.1563268348789855e-05, fitness inc: 2.1563268348789855e-05 Fitness: 0.0001053379411399824 >>>>> Evaluating: >>>>> [65.0523010607435, 254.80898520410534, -11.498914080793687] >>>>> [64.09593998113719, 255.3276153364604, -11.102908709044446] >>>>> [62.59609028834932, 255.46520993097383, -13.647359813076216] >>>>> [64.52353927654651, 259.7039661262513, -12.798921473554996] >>>>> [66.12239396417553, 245.9619281312108, -13.880809990425647] >>>>> [66.12239396417553, 248.44479581801443, -13.880809990425647] >>>>> [68.20914740636583, 253.956573109823, -11.614871425633092] >>>>> [69.0908813805831, 253.956573109823, -11.892100164576128] >>>>> [63.17853988631222, 251.56001926996856, -10.750313998886766] >>>>> [63.982002754761524, 252.23956632821742, -10.718307374568504] >> Running individual: {'amp': 65.0523010607435, 'period': 254.80898520410534, 'offset': -11.498914080793687} >> Running individual: {'amp': 64.09593998113719, 'period': 255.3276153364604, 'offset': -11.102908709044446} >> Running individual: {'amp': 62.59609028834932, 'period': 255.46520993097383, 'offset': -13.647359813076216} >> Running individual: {'amp': 64.52353927654651, 'period': 259.7039661262513, 'offset': -12.798921473554996} >> Running individual: {'amp': 66.12239396417553, 'period': 245.9619281312108, 'offset': -13.880809990425647} >> Running individual: {'amp': 66.12239396417553, 'period': 248.44479581801443, 'offset': -13.880809990425647} >> Running individual: {'amp': 68.20914740636583, 'period': 253.956573109823, 'offset': -11.614871425633092} >> Running individual: {'amp': 69.0908813805831, 'period': 253.956573109823, 'offset': -11.892100164576128} >> Running individual: {'amp': 63.17853988631222, 'period': 251.56001926996856, 'offset': -10.750313998886766} >> Running individual: {'amp': 63.982002754761524, 'period': 252.23956632821742, 'offset': -10.718307374568504} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.55120918723871, cost: 9.981381614343476e-06, fitness inc: 9.981381614343476e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.553380094252745, cost: 1.6141848595663255e-05, fitness inc: 1.6141848595663255e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9246467817890274, cost: 8.28050486223475e-06, fitness inc: 8.28050486223475e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.700000000000635, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.80000000005793, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.80000000000328, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Fitness: 6.0208313111598244e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.19882948213308, cost: 1.639893898452982e-07, fitness inc: 1.639893898452982e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.99301652435092, cost: 3.106887348380827e-05, fitness inc: 3.106887348380827e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.916449086161269, cost: 1.018016436782343e-05, fitness inc: 1.018016436782343e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.40000000000344, cost: 1.088628148726567e-05, fitness inc: 1.088628148726567e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.300000000058, cost: 1.0486823358912822e-05, fitness inc: 1.0486823358912822e-05 Fitness: 7.288096351421025e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.24343654023906, cost: 6.4135535369214125e-06, fitness inc: 6.4135535369214125e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 48.94871349048054, cost: 0.0002823736629149476, fitness inc: 0.0002823736629149476 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.914405010437803, cost: 1.0684368273672362e-05, fitness inc: 1.0684368273672362e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.90000000000064, cost: 1.1707596263788034e-05, fitness inc: 1.1707596263788034e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.5000000000581, cost: 1.1293205795404049e-05, fitness inc: 1.1293205795404049e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.40000000000347, cost: 1.0886281487487715e-05, fitness inc: 1.0886281487487715e-05 Fitness: 0.00033335866827222116 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.32245439333506, cost: 2.2373757693427976e-05, fitness inc: 2.2373757693427976e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.72459816618938, cost: 8.274554953369151e-05, fitness inc: 8.274554953369151e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8505968425099826, cost: 3.255084129882846e-05, fitness inc: 3.255084129882846e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.90000000000059, cost: 3.440521624031856e-05, fitness inc: 3.440521624031856e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 259.70000000005905, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 259.7000000000047, cost: 3.5125699475280214e-05, fitness inc: 3.5125699475280214e-05 Fitness: 0.00024232676371682693 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.00318992225682, cost: 0.0001038252878050594, fitness inc: 0.0001038252878050594 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.2415671226306, cost: 5.868819579402107e-05, fitness inc: 5.868819579402107e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.065591543568969, cost: 6.274076076229207e-06, fitness inc: 6.274076076229207e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 61.500000000000604, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 246.00000000005593, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 245.90000000005585, cost: 6.27569394862082e-06, fitness inc: 6.27569394862082e-06 Fitness: 0.00018700984892960903 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.00318891779274, cost: 0.00010382524612040367, fitness inc: 0.00010382524612040367 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.241562084842606, cost: 5.8688410148666215e-05, fitness inc: 5.8688410148666215e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.025224741714128, cost: 9.279185477772955e-07, fitness inc: 9.279185477772955e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.10000000000061, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.5000000000015, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.40000000005642, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 0.0001661930389512678 Target average_minimum (weight 1.0): target val: -75.0, actual: -79.82400481532862, cost: 9.652233125623244e-05, fitness inc: 9.652233125623244e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.59425559824968, cost: 1.9604636463665948e-05, fitness inc: 1.9604636463665948e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.00013944402773580222 Target average_minimum (weight 1.0): target val: -75.0, actual: -80.9829673472966, cost: 0.00014846464413309501, fitness inc: 0.00014846464413309501 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.198760570041244, cost: 3.7289889093461426e-05, fitness inc: 3.7289889093461426e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.937524609528197, cost: 5.692096954335035e-06, fitness inc: 5.692096954335035e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.00000000005775, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.90000000000305, cost: 5.678367755890257e-06, fitness inc: 5.678367755890257e-06 Fitness: 0.00020907159324246027 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.92884140356664, cost: 4.7594826337871154e-06, fitness inc: 4.7594826337871154e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.42820817785903, cost: 5.1015350177374685e-05, fitness inc: 5.1015350177374685e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.975089439511774, cost: 9.049475491185177e-07, fitness inc: 9.049475491185177e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000005713, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 5.943124449470094e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.70029371888211, cost: 3.726025188388604e-07, fitness inc: 3.726025188388604e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.26367756363156, cost: 2.3254235229308584e-05, fitness inc: 2.3254235229308584e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9645830580144508, cost: 1.829271332409732e-06, fitness inc: 1.829271332409732e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.30000000005737, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000000258, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 3.138836395777389e-05 >>>>> Evaluating: >>>>> [64.61471358745649, 251.02504344898895, -11.466098719402096] >>>>> [64.18022372050821, 253.05205789370555, -11.527009199253255] >>>>> [65.04431946958759, 251.27985036732824, -11.278340803788119] >>>>> [65.19315709730246, 251.60312461032072, -11.6602927040003] >>>>> [64.85617744291224, 252.39561650200787, -10.508886093389672] >>>>> [64.86176898092955, 251.43442045490448, -11.837472258746173] >>>>> [63.077670783085615, 255.0320088977888, -11.102908709044446] >>>>> [64.71892264862261, 255.3276153364604, -11.875158738408587] >>>>> [65.77969925341587, 252.56830017764682, -10.101010809119275] >>>>> [66.13463336041573, 256.9062140204872, -11.689154426802602] >> Running individual: {'amp': 64.61471358745649, 'period': 251.02504344898895, 'offset': -11.466098719402096} >> Running individual: {'amp': 64.18022372050821, 'period': 253.05205789370555, 'offset': -11.527009199253255} >> Running individual: {'amp': 65.04431946958759, 'period': 251.27985036732824, 'offset': -11.278340803788119} >> Running individual: {'amp': 65.19315709730246, 'period': 251.60312461032072, 'offset': -11.6602927040003} >> Running individual: {'amp': 64.85617744291224, 'period': 252.39561650200787, 'offset': -10.508886093389672} >> Running individual: {'amp': 64.86176898092955, 'period': 251.43442045490448, 'offset': -11.837472258746173} >> Running individual: {'amp': 63.077670783085615, 'period': 255.0320088977888, 'offset': -11.102908709044446} >> Running individual: {'amp': 64.71892264862261, 'period': 255.3276153364604, 'offset': -11.875158738408587} >> Running individual: {'amp': 65.77969925341587, 'period': 252.56830017764682, 'offset': -10.101010809119275} >> Running individual: {'amp': 66.13463336041573, 'period': 256.9062140204872, 'offset': -11.689154426802602} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.08080307232962, cost: 4.845574723688628e-06, fitness inc: 4.845574723688628e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.14859822840571, cost: 2.643877164942854e-05, fitness inc: 2.643877164942854e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.984063745019305, cost: 3.703643542962709e-07, fitness inc: 3.703643542962709e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 3.293897682654645e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.70722067908002, cost: 2.0747379902985585e-06, fitness inc: 2.0747379902985585e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.653199467163795, cost: 4.248007876728188e-05, fitness inc: 4.248007876728188e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.952048478460722, cost: 3.3532051987306133e-06, fitness inc: 3.3532051987306133e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.1000000000575, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.00000000000279, cost: 3.3599887104829307e-06, fitness inc: 3.3599887104829307e-06 Fitness: 5.8678649846766184e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.32263606352586, cost: 7.25657732436602e-06, fitness inc: 7.25657732436602e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.76596620478549, cost: 1.174628169731129e-05, fitness inc: 1.174628169731129e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.979307600476902, cost: 6.244220656093091e-07, fitness inc: 6.244220656093091e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005714, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.30000000000229, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Fitness: 2.1426746668828933e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.85344906118094, cost: 1.4249820025291626e-05, fitness inc: 1.4249820025291626e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.53286353740711, cost: 1.660294835847953e-05, fitness inc: 1.660294835847953e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 3.46635811463436e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.36506209627406, cost: 5.528247840613787e-07, fitness inc: 5.528247840613787e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.34728968423896, cost: 3.286176852967948e-06, fitness inc: 3.286176852967948e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9619651347062006, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000000262, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 1.239988265666625e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.69922312185263, cost: 1.1977050341061002e-05, fitness inc: 1.1977050341061002e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.02427662390011, cost: 3.0108603099820996e-05, fitness inc: 3.0108603099820996e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9771974015637497, cost: 7.582722308940859e-07, fitness inc: 7.582722308940859e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 4.537139018401248e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.18056572365451, cost: 2.7853597870386437e-06, fitness inc: 2.7853597870386437e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.9747407206285, cost: 7.059045019242038e-05, fitness inc: 7.059045019242038e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9210560711012055, cost: 9.088460600992221e-06, fitness inc: 9.088460600992221e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.100000000058, cost: 9.710305709176303e-06, fitness inc: 9.710305709176303e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.00000000000335, cost: 9.333246222986702e-06, fitness inc: 9.333246222986702e-06 Fitness: 0.00011160265393916902 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.59406199228935, cost: 1.0540472865749884e-05, fitness inc: 1.0540472865749884e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.84374901913102, cost: 3.5861995466235363e-05, fitness inc: 3.5861995466235363e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.916449086161269, cost: 1.018016436782343e-05, fitness inc: 1.018016436782343e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.40000000000344, cost: 1.088628148726567e-05, fitness inc: 1.088628148726567e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.300000000058, cost: 1.0486823358912822e-05, fitness inc: 1.0486823358912822e-05 Fitness: 8.805056897254193e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.88069581648193, cost: 3.2173975583749126e-06, fitness inc: 3.2173975583749126e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.678665344818114, cost: 3.552721870470066e-06, fitness inc: 3.552721870470066e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 1.61872676435193e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.82378333152187, cost: 3.30752118453681e-05, fitness inc: 3.30752118453681e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44545252339499, cost: 2.3720718681508046e-06, fitness inc: 2.3720718681508046e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.8925652004664983, cost: 1.683214439385239e-05, fitness inc: 1.683214439385239e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.20000000000063, cost: 1.7262635329529097e-05, fitness inc: 1.7262635329529097e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.9000000000584, cost: 1.7774084076327412e-05, fitness inc: 1.7774084076327412e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.9000000000039, cost: 1.7774084076327412e-05, fitness inc: 1.7774084076327412e-05 Fitness: 0.00010509023158955522 >>>>> Evaluating: >>>>> [63.90854901226357, 252.52979977276493, -10.13179121648988] >>>>> [63.72571707743393, 252.89606617593915, -10.198281558233349] >>>>> [64.07714727305152, 251.3725683715363, -11.642013319214486] >>>>> [64.22384818800258, 248.6747748863975, -11.509662419568865] >>>>> [65.19315709730246, 251.60312461032072, -11.6602927040003] >>>>> [65.19315709730246, 251.60312461032072, -11.040281186448771] >>>>> [64.05796907510722, 253.13817818634652, -12.466395352100912] >>>>> [64.25310510648211, 251.4102331922363, -11.10375776069742] >>>>> [64.16666954103748, 255.30088424505513, -13.226952165191488] >>>>> [64.34746580100236, 252.35732277993773, -11.19646430788361] >> Running individual: {'amp': 63.90854901226357, 'period': 252.52979977276493, 'offset': -10.13179121648988} >> Running individual: {'amp': 63.72571707743393, 'period': 252.89606617593915, 'offset': -10.198281558233349} >> Running individual: {'amp': 64.07714727305152, 'period': 251.3725683715363, 'offset': -11.642013319214486} >> Running individual: {'amp': 64.22384818800258, 'period': 248.6747748863975, 'offset': -11.509662419568865} >> Running individual: {'amp': 65.19315709730246, 'period': 251.60312461032072, 'offset': -11.6602927040003} >> Running individual: {'amp': 65.19315709730246, 'period': 251.60312461032072, 'offset': -11.040281186448771} >> Running individual: {'amp': 64.05796907510722, 'period': 253.13817818634652, 'offset': -12.466395352100912} >> Running individual: {'amp': 64.25310510648211, 'period': 251.4102331922363, 'offset': -11.10375776069742} >> Running individual: {'amp': 64.16666954103748, 'period': 255.30088424505513, 'offset': -13.226952165191488} >> Running individual: {'amp': 64.34746580100236, 'period': 252.35732277993773, 'offset': -11.19646430788361} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.0403231012345, cost: 3.820345849336881e-06, fitness inc: 3.820345849336881e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.776742867107394, cost: 1.1542022253840933e-05, fitness inc: 1.1542022253840933e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.959873284054296, cost: 2.348134762963916e-06, fitness inc: 2.348134762963916e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000000267, cost: 2.5237269639655224e-06, fitness inc: 2.5237269639655224e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.50000000005736, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 2.4717953094999245e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.92397843823234, cost: 4.802795783187541e-06, fitness inc: 4.802795783187541e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.52742868405329, cost: 1.6726181898296666e-05, fitness inc: 1.6726181898296666e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.954132068010458, cost: 3.068130231320687e-06, fitness inc: 3.068130231320687e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.9000000000575, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.90000000000276, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Fitness: 3.38034796300013e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.71915047088434, cost: 2.145323870661464e-06, fitness inc: 2.145323870661464e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.43511504593209, cost: 5.0741715828861444e-05, fitness inc: 5.0741715828861444e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.4000000000023, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 5.561171073376059e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.73349439799897, cost: 2.23175692937172e-06, fitness inc: 2.23175692937172e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.714169105848164, cost: 4.030158247914084e-05, fitness inc: 4.030158247914084e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.021447721179007, cost: 6.708398013755001e-07, fitness inc: 6.708398013755001e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.70000000005655, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.60000000000156, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 4.510444465399832e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.85344906118094, cost: 1.4249820025291626e-05, fitness inc: 1.4249820025291626e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.53286353740711, cost: 1.660294835847953e-05, fitness inc: 1.660294835847953e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 3.46635811463436e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.2334375436294, cost: 6.310820746979751e-06, fitness inc: 6.310820746979751e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.152875054958635, cost: 5.535335428907828e-06, fitness inc: 5.535335428907828e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 1.5656968938460025e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.52434392957689, cost: 9.638645412479718e-06, fitness inc: 9.638645412479718e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.591562451760055, cost: 8.960312829187078e-05, fitness inc: 8.960312829187078e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9504872267573536, cost: 3.5751128432126578e-06, fitness inc: 3.5751128432126578e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.2000000000575, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.1000000000028, cost: 3.5877204614953584e-06, fitness inc: 3.5877204614953584e-06 Fitness: 0.0001140504444460122 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.35684080068404, cost: 5.282056464439577e-07, fitness inc: 5.282056464439577e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.149324053553414, cost: 2.6418046102816284e-05, fitness inc: 2.6418046102816284e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 3.0089055492399375e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.39361100763013, cost: 2.3765725897351153e-05, fitness inc: 2.3765725897351153e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 50.93970366130196, cost: 0.0001271486185078219, fitness inc: 0.0001271486185078219 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.916960438698958, cost: 1.0055936624286943e-05, fitness inc: 1.0055936624286943e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.80000000000064, cost: 1.0094831426554762e-05, fitness inc: 1.0094831426554762e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 255.30000000005805, cost: 1.0486823358690778e-05, fitness inc: 1.0486823358690778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 255.30000000000342, cost: 1.0486823358690778e-05, fitness inc: 1.0486823358690778e-05 Fitness: 0.0001920387591733963 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.54391703308266, cost: 1.227210447818372e-06, fitness inc: 1.227210447818372e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.150982525848555, cost: 2.6370719815260735e-05, fitness inc: 2.6370719815260735e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.962488442741428, cost: 2.0520413090974188e-06, fitness inc: 2.0520413090974188e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000026, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Fitness: 3.592569175692173e-05 >>>>> Evaluating: >>>>> [63.929316302486605, 252.1577703418078, -12.059200059616732] >>>>> [63.964793384781615, 253.68644916416818, -9.25609360434381] >>>>> [63.66023136691733, 252.44107888075038, -10.240743803849597] >>>>> [64.56580389967392, 250.99625644488594, -10.577948307173815] >>>>> [66.0805888284386, 252.2894676579078, -8.77892925940688] >>>>> [64.9218371907662, 250.11737986546817, -10.87622402800492] >>>>> [65.72896285331223, 252.56830017764682, -10.101010809119275] >>>>> [65.77969925341587, 252.56830017764682, -10.101010809119275] >>>>> [64.31824669798776, 251.51284278324266, -11.383672600010033] >>>>> [64.74063578243228, 252.54718108151738, -11.108376481506054] >> Running individual: {'amp': 63.929316302486605, 'period': 252.1577703418078, 'offset': -12.059200059616732} >> Running individual: {'amp': 63.964793384781615, 'period': 253.68644916416818, 'offset': -9.25609360434381} >> Running individual: {'amp': 63.66023136691733, 'period': 252.44107888075038, 'offset': -10.240743803849597} >> Running individual: {'amp': 64.56580389967392, 'period': 250.99625644488594, 'offset': -10.577948307173815} >> Running individual: {'amp': 66.0805888284386, 'period': 252.2894676579078, 'offset': -8.77892925940688} >> Running individual: {'amp': 64.9218371907662, 'period': 250.11737986546817, 'offset': -10.87622402800492} >> Running individual: {'amp': 65.72896285331223, 'period': 252.56830017764682, 'offset': -10.101010809119275} >> Running individual: {'amp': 65.77969925341587, 'period': 252.56830017764682, 'offset': -10.101010809119275} >> Running individual: {'amp': 64.31824669798776, 'period': 251.51284278324266, 'offset': -11.383672600010033} >> Running individual: {'amp': 64.74063578243228, 'period': 252.54718108151738, 'offset': -11.108376481506054} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.9885027719863, cost: 4.0532956369077056e-06, fitness inc: 4.0532956369077056e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.870097623599676, cost: 7.555795139180255e-05, fitness inc: 7.555795139180255e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9656311962981303, cost: 1.7226017565707963e-06, fitness inc: 1.7226017565707963e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.2000000000573, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.10000000005732, cost: 1.6463972895008894e-06, fitness inc: 1.6463972895008894e-06 Fitness: 8.628050724657221e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.220854072152, cost: 1.313021078230836e-05, fitness inc: 1.313021078230836e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.70869524481978, cost: 6.545551888281764e-07, fitness inc: 6.545551888281764e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9416633819465696, cost: 4.962918502937619e-06, fitness inc: 4.962918502937619e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.70000000005768, cost: 5.110907211891558e-06, fitness inc: 5.110907211891558e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.70000000000297, cost: 5.110907211891558e-06, fitness inc: 5.110907211891558e-06 Fitness: 3.3807875487790184e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.90096263213259, cost: 5.010453088871714e-06, fitness inc: 5.010453088871714e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.41946955771782, cost: 1.9268538196115514e-05, fitness inc: 1.9268538196115514e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9614419648746004, cost: 2.168131655211347e-06, fitness inc: 2.168131655211347e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.50000000000264, cost: 2.3333278887927023e-06, fitness inc: 2.3333278887927023e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 3.308124158074577e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.14371382755566, cost: 8.567445175522437e-08, fitness inc: 8.567445175522437e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.987817047828095, cost: 7.902527412562144e-06, fitness inc: 7.902527412562144e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.984063745019305, cost: 3.703643542962709e-07, fitness inc: 3.703643542962709e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 9.344165882940736e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.8595156881696, cost: 8.186718924996228e-08, fitness inc: 8.186718924996228e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.30162752903922, cost: 4.086050663409946e-05, fitness inc: 4.086050663409946e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.964059196616722, cost: 1.8837859169229532e-06, fitness inc: 1.8837859169229532e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.3000000000573, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000005734, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 4.875841461748909e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.79805649306321, cost: 2.641924375934579e-06, fitness inc: 2.641924375934579e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.04558921786188, cost: 7.026176073288148e-06, fitness inc: 7.026176073288148e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9978678038373374, cost: 6.629963245075032e-09, fitness inc: 6.629963245075032e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 9.6933970789026e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.82995942736638, cost: 2.8573717214541716e-06, fitness inc: 2.8573717214541716e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.62792896253128, cost: 3.041383007773568e-06, fitness inc: 3.041383007773568e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 1.531590294390206e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.88069581648193, cost: 3.2173975583749126e-06, fitness inc: 3.2173975583749126e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.678665344818114, cost: 3.552721870470066e-06, fitness inc: 3.552721870470066e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 1.61872676435193e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.70188566141805, cost: 2.0435539701546546e-06, fitness inc: 2.0435539701546546e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.9345698321839, cost: 3.2904716083526075e-05, fitness inc: 3.2904716083526075e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.976143141152467, cost: 8.300093107260764e-07, fitness inc: 8.300093107260764e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000000236, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 3.8414010373299945e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8489993672726, cost: 2.9899759366180945e-06, fitness inc: 2.9899759366180945e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.63224401982312, cost: 1.4429868854914929e-05, fitness inc: 1.4429868854914929e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005743, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.50000000005736, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 2.6836993006207344e-05 >>>>> Evaluating: >>>>> [64.67423608915885, 251.23537520985744, -10.280547511840325] >>>>> [65.15208624812873, 250.70860044838398, -10.75018080968317] >>>>> [65.45358065218176, 252.56830017764682, -11.116699766434364] >>>>> [65.42335877477812, 252.56830017764682, -11.383227061264055] >>>>> [64.48228997177047, 251.5841811163309, -10.62638074670829] >>>>> [64.91181494599206, 250.1689663936714, -10.465771863598938] >>>>> [66.36419707214662, 250.79543124221246, -10.713426480896933] >>>>> [66.28553491069803, 251.2498023534943, -10.898913086796057] >>>>> [65.05573308947507, 252.48468868560613, -11.847081776991601] >>>>> [64.6100431124905, 252.3459938884034, -11.316136011368657] >> Running individual: {'amp': 64.67423608915885, 'period': 251.23537520985744, 'offset': -10.280547511840325} >> Running individual: {'amp': 65.15208624812873, 'period': 250.70860044838398, 'offset': -10.75018080968317} >> Running individual: {'amp': 65.45358065218176, 'period': 252.56830017764682, 'offset': -11.116699766434364} >> Running individual: {'amp': 65.42335877477812, 'period': 252.56830017764682, 'offset': -11.383227061264055} >> Running individual: {'amp': 64.48228997177047, 'period': 251.5841811163309, 'offset': -10.62638074670829} >> Running individual: {'amp': 64.91181494599206, 'period': 250.1689663936714, 'offset': -10.465771863598938} >> Running individual: {'amp': 66.36419707214662, 'period': 250.79543124221246, 'offset': -10.713426480896933} >> Running individual: {'amp': 66.28553491069803, 'period': 251.2498023534943, 'offset': -10.898913086796057} >> Running individual: {'amp': 65.05573308947507, 'period': 252.48468868560613, 'offset': -11.847081776991601} >> Running individual: {'amp': 64.6100431124905, 'period': 252.3459938884034, 'offset': -11.316136011368657} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.95476902238649, cost: 8.486452762745955e-09, fitness inc: 8.486452762745955e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.393675056498026, cost: 2.835704972281583e-06, fitness inc: 2.835704972281583e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98036353986936, cost: 5.623192598225302e-07, fitness inc: 5.623192598225302e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 5.11264304225989e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.90223322863007, cost: 3.3766840599191994e-06, fitness inc: 3.3766840599191994e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.40190152132368, cost: 2.7592789222374847e-06, fitness inc: 2.7592789222374847e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 6.92267601842822e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.57026624319114, cost: 1.0228133915490822e-05, fitness inc: 1.0228133915490822e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.3368579007901, cost: 3.3920569304513037e-06, fitness inc: 3.3920569304513037e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 2.3037339060616446e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.8065716671624, cost: 1.3538132758061927e-05, fitness inc: 1.3538132758061927e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.040108739169625, cost: 7.107099492364988e-06, fitness inc: 7.107099492364988e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9593506664900815, cost: 2.409697985594761e-06, fitness inc: 2.409697985594761e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005738, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 3.0062380465101235e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.10865195268418, cost: 4.896991034897269e-08, fitness inc: 4.896991034897269e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.85588894294294, cost: 1.0096791471125854e-05, fitness inc: 1.0096791471125854e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.975089439511774, cost: 9.049475491185177e-07, fitness inc: 9.049475491185177e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.60000000005715, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 1.3802173065013967e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37757328451063, cost: 5.913662257661656e-07, fitness inc: 5.913662257661656e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44601893501048, cost: 2.3672287130516168e-06, fitness inc: 2.3672287130516168e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.9876181620869247e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.07762193185918, cost: 1.790521435585113e-05, fitness inc: 1.790521435585113e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.650768716472236, cost: 3.266655396627627e-06, fitness inc: 3.266655396627627e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987240829345477, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000000217, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 2.2126080993833952e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.18442778206614, cost: 1.97934293356683e-05, fitness inc: 1.97934293356683e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.386605345777184, cost: 1.1528866639132218e-06, fitness inc: 1.1528866639132218e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.979835500132046, cost: 5.929682701522054e-07, fitness inc: 5.929682701522054e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005714, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000005706, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 2.3245416627126758e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.90278306051458, cost: 1.5018490665319462e-05, fitness inc: 1.5018490665319462e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.208645344493036, cost: 2.4751630330666075e-05, fitness inc: 2.4751630330666075e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9603960396033466, cost: 2.2873522165234306e-06, fitness inc: 2.2873522165234306e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.5000000000574, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.50000000000264, cost: 2.333327889014747e-06, fitness inc: 2.333327889014747e-06 Fitness: 4.8874524366415706e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.92615225544283, cost: 3.5580946002866654e-06, fitness inc: 3.5580946002866654e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.293895584221346, cost: 2.2451888124774833e-05, fitness inc: 2.2451888124774833e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9630118890350525, cost: 1.9951715336530285e-06, fitness inc: 1.9951715336530285e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.40000000005733, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000026, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Fitness: 3.428087444345973e-05 >>>>> Evaluating: >>>>> [64.91947843124532, 252.71123294154847, -10.491569800425502] >>>>> [63.80683172887535, 254.89339074108082, -9.312611540291181] >>>>> [64.62305507772517, 251.17496832279122, -12.153036692101855] >>>>> [65.37806998602532, 251.20509387886733, -10.558570851034927] >>>>> [65.5926430969807, 250.7235421421043, -11.854585725991381] >>>>> [66.12788069450166, 251.2368405955356, -9.580212155643727] >>>>> [62.90324126322192, 251.2569399391397, -10.620253255387352] >>>>> [64.51223798712506, 251.45333925071907, -9.960435613074859] >>>>> [65.81568004308285, 252.21911738825844, -11.65081823778647] >>>>> [67.20842059521331, 252.40947087828303, -11.464562598141644] >> Running individual: {'amp': 64.91947843124532, 'period': 252.71123294154847, 'offset': -10.491569800425502} >> Running individual: {'amp': 63.80683172887535, 'period': 254.89339074108082, 'offset': -9.312611540291181} >> Running individual: {'amp': 64.62305507772517, 'period': 251.17496832279122, 'offset': -12.153036692101855} >> Running individual: {'amp': 65.37806998602532, 'period': 251.20509387886733, 'offset': -10.558570851034927} >> Running individual: {'amp': 65.5926430969807, 'period': 250.7235421421043, 'offset': -11.854585725991381} >> Running individual: {'amp': 66.12788069450166, 'period': 251.2368405955356, 'offset': -9.580212155643727} >> Running individual: {'amp': 62.90324126322192, 'period': 251.2569399391397, 'offset': -10.620253255387352} >> Running individual: {'amp': 64.51223798712506, 'period': 251.45333925071907, 'offset': -9.960435613074859} >> Running individual: {'amp': 65.81568004308285, 'period': 252.21911738825844, 'offset': -11.65081823778647} >> Running individual: {'amp': 67.20842059521331, 'period': 252.40947087828303, 'offset': -11.464562598141644} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.41101440643932, cost: 7.007579659878971e-07, fitness inc: 7.007579659878971e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.42790489328171, cost: 2.5245662743644814e-06, fitness inc: 2.5245662743644814e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9572615749894933, cost: 2.663745155673247e-06, fitness inc: 2.663745155673247e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.70000000005746, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.70000000000272, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Fitness: 1.425917934827492e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.11941678436017, cost: 1.4670097446822794e-05, fitness inc: 1.4670097446822794e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.494215631610075, cost: 1.973246564923592e-06, fitness inc: 1.973246564923592e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9231071008232408, cost: 8.622347655751206e-06, fitness inc: 8.622347655751206e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.700000000000635, cost: 8.60152601311892e-06, fitness inc: 8.60152601311892e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 254.90000000005796, cost: 8.963652985527482e-06, fitness inc: 8.963652985527482e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 254.9000000000033, cost: 8.963652985527482e-06, fitness inc: 8.963652985527482e-06 Fitness: 5.1794523651671476e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.77606991624486, cost: 1.3084848299538265e-05, fitness inc: 1.3084848299538265e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.470001837482755, cost: 4.937082401723636e-05, fitness inc: 4.937082401723636e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9814200398135853, cost: 5.034381723723058e-07, fitness inc: 5.034381723723058e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005712, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000005704, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 6.448604304065686e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.93663885820528, cost: 3.639125396692755e-06, fitness inc: 3.639125396692755e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.81949684659388, cost: 2.513164313322491e-07, fitness inc: 2.513164313322491e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9808917197446076, cost: 5.324756788827045e-07, fitness inc: 5.324756788827045e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005712, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 6.035716640151456e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.44720776395464, cost: 2.484191968132876e-05, fitness inc: 2.484191968132876e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.738039254424905, cost: 1.2283942175672635e-05, fitness inc: 1.2283942175672635e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.988300983780294, cost: 1.9959764008259384e-07, fitness inc: 1.9959764008259384e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.7986259349587215e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.708078874219, cost: 2.0797763233826316e-06, fitness inc: 2.0797763233826316e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.54765361030546, cost: 1.8475275057383556e-05, fitness inc: 1.8475275057383556e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98036353986936, cost: 5.623192598225302e-07, fitness inc: 5.623192598225302e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 2.282350299798175e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.52347020390941, cost: 9.043462909086308e-06, fitness inc: 9.043462909086308e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.28297794099239, cost: 5.693941566209393e-05, fitness inc: 5.693941566209393e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.979835500132046, cost: 5.929682701522054e-07, fitness inc: 5.929682701522054e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005714, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000005706, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 6.828197919872547e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.47266024349842, cost: 1.1535456510003428e-06, fitness inc: 1.1535456510003428e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.55178693227599, cost: 1.5496005502102506e-06, fitness inc: 1.5496005502102506e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9771974015637497, cost: 7.582722308940859e-07, fitness inc: 7.582722308940859e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005713, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 5.9888829443410785e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.46648771497091, cost: 2.5234878169633213e-05, fitness inc: 2.5234878169633213e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.1648468855129, cost: 5.379987664477781e-06, fitness inc: 5.379987664477781e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.965107057889949, cost: 1.7755430690158391e-06, fitness inc: 1.7755430690158391e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.20000000005734, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000000258, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 3.815466441570159e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -78.67297622814154, cost: 5.5958516236520595e-05, fitness inc: 5.5958516236520595e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.74384994232776, cost: 4.267958816916995e-06, fitness inc: 4.267958816916995e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9619651347062006, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.40000000000262, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Fitness: 6.878735607307451e-05 >>>>> Evaluating: >>>>> [65.27170547286732, 252.82104683683505, -8.171047195308464] >>>>> [65.38502830882224, 251.08793408391273, -9.98985486006648] >>>>> [65.15581734263112, 250.72178753100732, -9.966183602750744] >>>>> [65.18722748593223, 250.85509223813685, -10.883573120343856] >>>>> [64.74746361120955, 250.78037241147, -9.79121512357029] >>>>> [63.66419642330086, 252.3774871850481, -10.482645608270461] >>>>> [64.23560322594828, 250.8589289723935, -9.751745733808903] >>>>> [65.41237554700736, 250.53817021114926, -10.285037118873667] >>>>> [65.16505394487666, 251.58597640421684, -10.023821928636488] >>>>> [65.5399522471235, 256.0476207888246, -9.96697614259434] >> Running individual: {'amp': 65.27170547286732, 'period': 252.82104683683505, 'offset': -8.171047195308464} >> Running individual: {'amp': 65.38502830882224, 'period': 251.08793408391273, 'offset': -9.98985486006648} >> Running individual: {'amp': 65.15581734263112, 'period': 250.72178753100732, 'offset': -9.966183602750744} >> Running individual: {'amp': 65.18722748593223, 'period': 250.85509223813685, 'offset': -10.883573120343856} >> Running individual: {'amp': 64.74746361120955, 'period': 250.78037241147, 'offset': -9.79121512357029} >> Running individual: {'amp': 63.66419642330086, 'period': 252.3774871850481, 'offset': -10.482645608270461} >> Running individual: {'amp': 64.23560322594828, 'period': 250.8589289723935, 'offset': -9.751745733808903} >> Running individual: {'amp': 65.41237554700736, 'period': 250.53817021114926, 'offset': -10.285037118873667} >> Running individual: {'amp': 65.16505394487666, 'period': 251.58597640421684, 'offset': -10.023821928636488} >> Running individual: {'amp': 65.5399522471235, 'period': 256.0476207888246, 'offset': -9.96697614259434} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.4427299581082, cost: 1.0059531328487914e-05, fitness inc: 1.0059531328487914e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.100638318105865, cost: 3.403605297258583e-05, fitness inc: 3.403605297258583e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9551746868813904, cost: 2.9302332622549443e-06, fitness inc: 2.9302332622549443e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.9000000000575, cost: 3.139723475431566e-06, fitness inc: 3.139723475431566e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.80000000000274, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Fitness: 5.60193905714268e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37488087301479, cost: 5.829624351028073e-07, fitness inc: 5.829624351028073e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.39514293588959, cost: 1.2043683329521215e-06, fitness inc: 1.2043683329521215e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.983005841741286, cost: 4.211685527000242e-07, fitness inc: 4.211685527000242e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.000000000057, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 3.5711653552095157e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.1219784662255, cost: 6.171923971898252e-08, fitness inc: 6.171923971898252e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.189618073503, cost: 2.773388724230941e-07, fitness inc: 2.773388724230941e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.1257711484136124e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.07077285148326, cost: 4.75605530358969e-06, fitness inc: 4.75605530358969e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.30364326273266, cost: 3.7403594959073416e-06, fitness inc: 3.7403594959073416e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9861812383730224, cost: 2.784805911426602e-07, fitness inc: 2.784805911426602e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 9.555161851637628e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.53865492609971, cost: 8.828880740940903e-07, fitness inc: 8.828880740940903e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.956228737264595, cost: 1.477847266784238e-08, fitness inc: 1.477847266784238e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.7765636741717827e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.14682040715104, cost: 3.0194918743120525e-06, fitness inc: 3.0194918743120525e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.181531190409196, cost: 2.5506568880673264e-05, fitness inc: 2.5506568880673264e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.962488442741428, cost: 2.0520413090974188e-06, fitness inc: 2.0520413090974188e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.4000000000574, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000573, cost: 1.9749294332127576e-06, fitness inc: 1.9749294332127576e-06 Fitness: 3.685382224904998e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.98732610465983, cost: 4.253942750165329e-06, fitness inc: 4.253942750165329e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.48384719206055, cost: 2.054977648158207e-06, fitness inc: 2.054977648158207e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9861812383730224, cost: 2.784805911426602e-07, fitness inc: 2.784805911426602e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 7.367667450464133e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.69739784494168, cost: 2.0175048356385616e-06, fitness inc: 2.0175048356385616e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.12731547966173, cost: 1.2502986812545913e-07, fitness inc: 1.2502986812545913e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9914848323570213, cost: 1.0574093878279456e-07, fitness inc: 1.0574093878279456e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.6000000000021, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 2.5357422789307194e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.18886096953587, cost: 1.4795805858280886e-07, fitness inc: 1.4795805858280886e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.14121478091486, cost: 1.5381959117544142e-07, fitness inc: 1.5381959117544142e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 4.112590412330697e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.50691186903211, cost: 1.0659055309503174e-06, fitness inc: 1.0659055309503174e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.572956978614435, cost: 2.532178596803547e-06, fitness inc: 2.532178596803547e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9052330122357866, cost: 1.3096802177536837e-05, fitness inc: 1.3096802177536837e-05 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 64.00000000000064, cost: 1.3439819368854522e-05, fitness inc: 1.3439819368854522e-05 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 256.10000000005823, cost: 1.3891540355914778e-05, fitness inc: 1.3891540355914778e-05 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 256.00000000005815, cost: 1.3439819369076567e-05, fitness inc: 1.3439819369076567e-05 Fitness: 5.746606539913657e-05 >>>>> Evaluating: >>>>> [65.40880162454955, 252.60360776179775, -10.43507498840952] >>>>> [65.40311766555756, 250.84108897292776, -10.565734455541925] >>>>> [66.80552518231197, 252.02441956436184, -10.276250975601293] >>>>> [65.16038782812952, 250.2023574395177, -11.843392946852921] >>>>> [66.26663332057261, 251.08793408391273, -9.303081115564199] >>>>> [65.38502830882224, 250.3216535467914, -9.98985486006648] >>>>> [62.92191411758346, 253.17825335221568, -10.272397013395082] >>>>> [64.73493568295324, 251.709203919614, -9.960881486577026] >>>>> [65.38512941005615, 251.55474919065065, -10.560467647711913] >>>>> [64.34683207351512, 251.22709203382416, -9.303052000428899] >> Running individual: {'amp': 65.40880162454955, 'period': 252.60360776179775, 'offset': -10.43507498840952} >> Running individual: {'amp': 65.40311766555756, 'period': 250.84108897292776, 'offset': -10.565734455541925} >> Running individual: {'amp': 66.80552518231197, 'period': 252.02441956436184, 'offset': -10.276250975601293} >> Running individual: {'amp': 65.16038782812952, 'period': 250.2023574395177, 'offset': -11.843392946852921} >> Running individual: {'amp': 66.26663332057261, 'period': 251.08793408391273, 'offset': -9.303081115564199} >> Running individual: {'amp': 65.38502830882224, 'period': 250.3216535467914, 'offset': -9.98985486006648} >> Running individual: {'amp': 62.92191411758346, 'period': 253.17825335221568, 'offset': -10.272397013395082} >> Running individual: {'amp': 64.73493568295324, 'period': 251.709203919614, 'offset': -9.960881486577026} >> Running individual: {'amp': 65.38512941005615, 'period': 251.55474919065065, 'offset': -10.560467647711913} >> Running individual: {'amp': 64.34683207351512, 'period': 251.22709203382416, 'offset': -9.303052000428899} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8438378202818, cost: 2.953731049304409e-06, fitness inc: 2.953731049304409e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.97368768983167, cost: 5.3403457211942396e-09, fitness inc: 5.3403457211942396e-09 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.958828186856077, cost: 2.4720412604706254e-06, fitness inc: 2.4720412604706254e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.60000000005743, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.6000000000027, cost: 2.523726964187567e-06, fitness inc: 2.523726964187567e-06 Fitness: 1.3405491350204635e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.96883907299551, cost: 3.893640570185042e-06, fitness inc: 3.893640570185042e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.837364471491966, cost: 2.0402442768574502e-07, fitness inc: 2.0402442768574502e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.986710963454534, cost: 2.575394016934851e-07, fitness inc: 2.575394016934851e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 5.135470860562208e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.08175373202606, cost: 1.7976500665151107e-05, fitness inc: 1.7976500665151107e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.529256430194124, cost: 1.803865708582819e-05, fitness inc: 1.803865708582819e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.967729136357011, cost: 1.51871862719144e-06, fitness inc: 1.51871862719144e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.10000000005726, cost: 1.6463972895008894e-06, fitness inc: 1.6463972895008894e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.0000000000025, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Fitness: 4.216693587455467e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.00373746013317, cost: 1.665438731657254e-05, fitness inc: 1.665438731657254e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.316951499819034, cost: 2.1849181861988143e-05, fitness inc: 2.1849181861988143e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 3.8608078642754506e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.56971210930695, cost: 1.346370461452473e-06, fitness inc: 1.346370461452473e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.96352128072854, cost: 2.9737860249623438e-05, fitness inc: 2.9737860249623438e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.983005841741286, cost: 4.211685527000242e-07, fitness inc: 4.211685527000242e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.000000000057, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 3.28680652982305e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37486039910927, cost: 5.828987605926983e-07, fitness inc: 5.828987605926983e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.395157952494, cost: 1.2044598737270817e-06, fitness inc: 1.2044598737270817e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9952057530956684, cost: 3.351950383922997e-08, fitness inc: 3.351950383922997e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 1.9478114655635537e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.19428962224946, cost: 1.3525227304689302e-05, fitness inc: 1.3525227304689302e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.64949761857822, cost: 4.261419509965503e-05, fitness inc: 4.261419509965503e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9499670836070235, cost: 3.6506218934473367e-06, fitness inc: 3.6506218934473367e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.30000000000063, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.2000000000575, cost: 3.822918718476842e-06, fitness inc: 3.822918718476842e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.10000000005755, cost: 3.587720461717403e-06, fitness inc: 3.587720461717403e-06 Fitness: 7.102360219646275e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.69581443545478, cost: 3.8382326239538855e-07, fitness inc: 3.8382326239538855e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.774022934896806, cost: 3.9389454198346385e-07, fitness inc: 3.9389454198346385e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.97245762711803, cost: 1.1062646360082695e-06, fitness inc: 1.1062646360082695e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.80000000005725, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.7000000000024, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Fitness: 5.128245566421441e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.94558222178706, cost: 3.7089522686439835e-06, fitness inc: 3.7089522686439835e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.824640177712524, cost: 2.3719825870127664e-07, fitness inc: 2.3719825870127664e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.975089439511774, cost: 9.049475491185177e-07, fitness inc: 9.049475491185177e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000000236, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 7.6025622108844004e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.64986186484981, cost: 7.56149001623907e-06, fitness inc: 7.56149001623907e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.0437656846685, cost: 1.4774706125209036e-08, fitness inc: 1.4774706125209036e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98036353986936, cost: 5.623192598225302e-07, fitness inc: 5.623192598225302e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.20000000000226, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Fitness: 9.84471633957984e-06 >>>>> Evaluating: >>>>> [66.19379236606741, 253.828398244009, -10.02974801223024] >>>>> [65.39917830927192, 248.87580261995834, -10.04091113012428] >>>>> [64.91181494599206, 250.1689663936714, -10.465771863598938] >>>>> [64.73759122742207, 250.1689663936714, -10.465771863598938] >>>>> [65.15890739109622, 250.76518173244597, -10.237522270607538] >>>>> [65.2366081961257, 250.74999963152973, -10.530137558028022] >>>>> [64.74746361120955, 250.42171338227476, -8.889479843576886] >>>>> [64.51114388181306, 251.1024187364592, -9.585306598101342] >>>>> [64.89761800721193, 253.7901271495008, -10.119410496468683] >>>>> [65.27199959791372, 251.75723782839836, -9.449942655155013] >> Running individual: {'amp': 66.19379236606741, 'period': 253.828398244009, 'offset': -10.02974801223024} >> Running individual: {'amp': 65.39917830927192, 'period': 248.87580261995834, 'offset': -10.04091113012428} >> Running individual: {'amp': 64.91181494599206, 'period': 250.1689663936714, 'offset': -10.465771863598938} >> Running individual: {'amp': 64.73759122742207, 'period': 250.1689663936714, 'offset': -10.465771863598938} >> Running individual: {'amp': 65.15890739109622, 'period': 250.76518173244597, 'offset': -10.237522270607538} >> Running individual: {'amp': 65.2366081961257, 'period': 250.74999963152973, 'offset': -10.530137558028022} >> Running individual: {'amp': 64.74746361120955, 'period': 250.42171338227476, 'offset': -8.889479843576886} >> Running individual: {'amp': 64.51114388181306, 'period': 251.1024187364592, 'offset': -9.585306598101342} >> Running individual: {'amp': 64.89761800721193, 'period': 253.7901271495008, 'offset': -10.119410496468683} >> Running individual: {'amp': 65.27199959791372, 'period': 251.75723782839836, 'offset': -9.449942655155013} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.22352947312687, cost: 6.209840312521031e-06, fitness inc: 6.209840312521031e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.16402390827275, cost: 1.0451308524728198e-05, fitness inc: 1.0451308524728198e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9401103230884345, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.50000000000063, cost: 5.973297652839271e-06, fitness inc: 5.973297652839271e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.8000000000577, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.80000000000302, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Fitness: 3.864693888155912e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.44006860031256, cost: 8.033312722810493e-07, fitness inc: 8.033312722810493e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.358249449373176, cost: 9.899700127435906e-07, fitness inc: 9.899700127435906e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.018215912134394, cost: 4.839031376713265e-07, fitness inc: 4.839031376713265e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.90000000005654, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.80000000005657, cost: 5.375997108592045e-07, fitness inc: 5.375997108592045e-07 Fitness: 3.8041369739838515e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37757328451063, cost: 5.913662257661656e-07, fitness inc: 5.913662257661656e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44601893501048, cost: 2.3672287130516168e-06, fitness inc: 2.3672287130516168e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.9876181620869247e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.20334960224204, cost: 1.71530296522171e-07, fitness inc: 1.71530296522171e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.27179528125222, cost: 4.0903136128145334e-06, fitness inc: 4.0903136128145334e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 4.290867132605847e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.3964144831332, cost: 6.518580030201448e-07, fitness inc: 6.518580030201448e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.92137176286077, cost: 4.7687929161099873e-08, fitness inc: 4.7687929161099873e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.5784430595910948e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.76672548650512, cost: 2.4385574914909114e-06, fitness inc: 2.4385574914909114e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.706454638275716, cost: 6.646630906770312e-07, fitness inc: 6.646630906770312e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.988300983780294, cost: 1.9959764008259384e-07, fitness inc: 1.9959764008259384e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.963618074753761e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.63692081767154, cost: 7.707137044676848e-06, fitness inc: 7.707137044676848e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.85796328972868, cost: 5.677881861454459e-06, fitness inc: 5.677881861454459e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.50000000005696, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.3667680193396592e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.0964331426418, cost: 3.3866738401444607e-06, fitness inc: 3.3866738401444607e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.92582842600437, cost: 4.243521223301627e-08, fitness inc: 4.243521223301627e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9824771007560553, cost: 4.47783963020143e-07, fitness inc: 4.47783963020143e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000000224, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 5.317958985173732e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.0170059150549, cost: 1.1996492688126636e-09, fitness inc: 1.1996492688126636e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.77818379125239, cost: 3.795227355718467e-07, fitness inc: 3.795227355718467e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9401103230884345, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.40000000000063, cost: 4.838376589932913e-06, fitness inc: 4.838376589932913e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 253.8000000000577, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 253.800000000003, cost: 5.390904271318497e-06, fitness inc: 5.390904271318497e-06 Fitness: 2.1231591366244196e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.72192878132178, cost: 3.207496562795953e-07, fitness inc: 3.207496562795953e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.82203755768134, cost: 5.212336714133237e-06, fitness inc: 5.212336714133237e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.971931682774442, cost: 1.1489180598012183e-06, fitness inc: 1.1489180598012183e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.8000000000572, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.70000000005723, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Fitness: 9.92626755624837e-06 >>>>> Evaluating: >>>>> [65.29180628916782, 251.37946869912173, -10.00224269644055] >>>>> [66.3356371059534, 249.42334060478908, -9.677150994216134] >>>>> [65.2366081961257, 250.778218900753, -10.530137558028022] >>>>> [65.7699243472846, 250.74999963152973, -11.70880178010666] >>>>> [64.04591904819122, 251.60355224741392, -11.41759614819565] >>>>> [64.81047957138105, 250.46186582048477, -9.505210047527662] >>>>> [65.40356066420074, 250.47330417727792, -10.404601010527301] >>>>> [66.07032381289017, 250.25929858757203, -10.799634101296505] >>>>> [65.15979013386911, 250.24746739275363, -11.485874166005676] >>>>> [66.02869707220933, 250.77504522168914, -9.025080815272826] >> Running individual: {'amp': 65.29180628916782, 'period': 251.37946869912173, 'offset': -10.00224269644055} >> Running individual: {'amp': 66.3356371059534, 'period': 249.42334060478908, 'offset': -9.677150994216134} >> Running individual: {'amp': 65.2366081961257, 'period': 250.778218900753, 'offset': -10.530137558028022} >> Running individual: {'amp': 65.7699243472846, 'period': 250.74999963152973, 'offset': -11.70880178010666} >> Running individual: {'amp': 64.04591904819122, 'period': 251.60355224741392, 'offset': -11.41759614819565} >> Running individual: {'amp': 64.81047957138105, 'period': 250.46186582048477, 'offset': -9.505210047527662} >> Running individual: {'amp': 65.40356066420074, 'period': 250.47330417727792, 'offset': -10.404601010527301} >> Running individual: {'amp': 66.07032381289017, 'period': 250.25929858757203, 'offset': -10.799634101296505} >> Running individual: {'amp': 65.15979013386911, 'period': 250.24746739275363, 'offset': -11.485874166005676} >> Running individual: {'amp': 66.02869707220933, 'period': 250.77504522168914, 'offset': -9.025080815272826} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.29403921641004, cost: 3.586448641401674e-07, fitness inc: 3.586448641401674e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.28954880844175, cost: 6.466878322841652e-07, fitness inc: 6.466878322841652e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.4000000000023, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 3.7300037306620126e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.01277869223489, cost: 4.254823233407201e-06, fitness inc: 4.254823233407201e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.6584700150765, cost: 2.1215703643551187e-05, fitness inc: 2.1215703643551187e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.009623095428413, cost: 1.350474316819117e-07, fitness inc: 1.350474316819117e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.4000000000567, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.4000000000018, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 2.5934107602321177e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.76672304013036, cost: 2.4385419302719313e-06, fitness inc: 2.4385419302719313e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.70645002935003, cost: 6.64683962425805e-07, fitness inc: 6.64683962425805e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.982123020107586e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.4787056940525, cost: 2.5485497687105507e-05, fitness inc: 2.5485497687105507e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.06110643655575, cost: 6.7995657372366125e-06, fitness inc: 6.7995657372366125e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.988300983780294, cost: 1.9959764008259384e-07, fitness inc: 1.9959764008259384e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.314546091692794e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.46351425665087, cost: 8.91210028219902e-07, fitness inc: 8.91210028219902e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.62832181326177, cost: 4.338544759385776e-05, fitness inc: 4.338544759385776e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.974562798091595, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.6000000000572, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 4.808747038465011e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.31566845473289, cost: 1.9426140910328016e-06, fitness inc: 1.9426140910328016e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.30525784521278, cost: 7.187614275983023e-07, fitness inc: 7.187614275983023e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9925472451417847, cost: 8.100101112074043e-08, fitness inc: 8.100101112074043e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.50000000005696, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 2.9551765140523045e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8081422668797, cost: 2.7091230100362296e-06, fitness inc: 2.7091230100362296e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.99894371746207, cost: 8.606226842289288e-12, fitness inc: 8.606226842289288e-12 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9925472451417847, cost: 8.100101112074043e-08, fitness inc: 8.100101112074043e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 3.0029326116842725e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.86994168309381, cost: 1.4504544155746757e-05, fitness inc: 1.4504544155746757e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.2706693091288, cost: 5.651050518640233e-07, fitness inc: 5.651050518640233e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996270147861379, cost: 2.0288036806093146e-08, fitness inc: 2.0288036806093146e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.30000000005685, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.5198203906052754e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.6456528002921, cost: 1.1233777192587446e-05, fitness inc: 1.1233777192587446e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.673898378698034, cost: 1.3564354375050769e-05, fitness inc: 1.3564354375050769e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996270147861379, cost: 2.0288036806093146e-08, fitness inc: 2.0288036806093146e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.30000000005685, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.492668626608019e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.05375549217904, cost: 1.1986708403632917e-08, fitness inc: 1.1986708403632917e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 57.003599200158796, cost: 3.0964185304349634e-05, fitness inc: 3.0964185304349634e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 3.185506914016312e-05 >>>>> Evaluating: >>>>> [65.04153644849713, 251.50845309909798, -11.038770037966914] >>>>> [64.90048169744927, 249.23049098248006, -10.456804430250882] >>>>> [65.01076032192832, 249.15191607873305, -10.82693741183619] >>>>> [65.17461365967921, 250.17064165736684, -10.451219087365905] >>>>> [65.5839514434834, 250.19672097477616, -10.474110227815588] >>>>> [65.36482810045945, 250.16840901738482, -10.402992369947812] >>>>> [64.97817981482932, 250.906779290865, -10.020667749008714] >>>>> [65.31140210466852, 249.79716571748745, -10.493843345168495] >>>>> [64.56081199759304, 249.48083289027974, -10.463983471040988] >>>>> [65.1966836242526, 250.33847456155598, -12.016779315426621] >> Running individual: {'amp': 65.04153644849713, 'period': 251.50845309909798, 'offset': -11.038770037966914} >> Running individual: {'amp': 64.90048169744927, 'period': 249.23049098248006, 'offset': -10.456804430250882} >> Running individual: {'amp': 65.01076032192832, 'period': 249.15191607873305, 'offset': -10.82693741183619} >> Running individual: {'amp': 65.17461365967921, 'period': 250.17064165736684, 'offset': -10.451219087365905} >> Running individual: {'amp': 65.5839514434834, 'period': 250.19672097477616, 'offset': -10.474110227815588} >> Running individual: {'amp': 65.36482810045945, 'period': 250.16840901738482, 'offset': -10.402992369947812} >> Running individual: {'amp': 64.97817981482932, 'period': 250.906779290865, 'offset': -10.020667749008714} >> Running individual: {'amp': 65.31140210466852, 'period': 249.79716571748745, 'offset': -10.493843345168495} >> Running individual: {'amp': 64.56081199759304, 'period': 249.48083289027974, 'offset': -10.463983471040988} >> Running individual: {'amp': 65.1966836242526, 'period': 250.33847456155598, 'offset': -12.016779315426621} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.08027338101681, cost: 4.840826370200446e-06, fitness inc: 4.840826370200446e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.002762483148686, cost: 7.670881823962361e-06, fitness inc: 7.670881823962361e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.976143141152467, cost: 8.300093107260764e-07, fitness inc: 8.300093107260764e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.50000000005718, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.50000000000236, cost: 8.399992944552181e-07, fitness inc: 8.399992944552181e-07 Fitness: 1.5977448513782022e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.35726578452443, cost: 5.294645407660781e-07, fitness inc: 5.294645407660781e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.44366439133501, cost: 2.3873939325458338e-06, fitness inc: 2.3873939325458338e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.012304400159875, cost: 2.2078908534783892e-07, fitness inc: 2.2078908534783892e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.30000000005663, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.20000000000172, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 3.798447411162975e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.83767988208012, cost: 2.9107785458615254e-06, fitness inc: 2.9107785458615254e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.18380370949053, cost: 5.1385242206825055e-06, fitness inc: 5.1385242206825055e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.013914905003396, cost: 2.823691012121543e-07, fitness inc: 2.823691012121543e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.2000000000566, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.1000000000017, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 9.111938328754121e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.62582089650148, cost: 1.6246270266861984e-06, fitness inc: 1.6246270266861984e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.723372386654475, cost: 5.902584452321946e-07, fitness inc: 5.902584452321946e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.2596616062742214e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.0580210076403, cost: 4.643450537966665e-06, fitness inc: 4.643450537966665e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.10980042230014, cost: 9.299495462578022e-08, fitness inc: 9.299495462578022e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 4.781221626948273e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.76780617822196, cost: 2.4454365626924712e-06, fitness inc: 2.4454365626924712e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.9618121893524, cost: 1.1248663445151408e-08, fitness inc: 1.1248663445151408e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.20000000005683, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.485708449406765e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.99884342387726, cost: 5.548894677076532e-12, fitness inc: 5.548894677076532e-12 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.9574832086441, cost: 1.394351811789818e-08, fitness inc: 1.394351811789818e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.985651654044821, cost: 3.002343309521649e-07, fitness inc: 3.002343309521649e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.157916491134614e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.80520342698044, cost: 2.6894552330736232e-06, fitness inc: 2.6894552330736232e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.8175166398276, cost: 2.568608015174334e-07, fitness inc: 2.568608015174334e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.003202562049023, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.8000000000568, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 3.0508732856704412e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.02478895978793, cost: 2.5490061172916967e-09, fitness inc: 2.5490061172916967e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.09680568697617, cost: 6.292323788792409e-06, fitness inc: 6.292323788792409e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.008551576696337, cost: 1.0664712357666417e-07, fitness inc: 1.0664712357666417e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.50000000005673, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.40000000005665, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 6.688986554870269e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.21344146632207, cost: 2.0322705126751828e-05, fitness inc: 2.0322705126751828e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.179892773555295, cost: 2.5552550588114897e-05, fitness inc: 2.5552550588114897e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 4.60696934566629e-05 >>>>> Evaluating: >>>>> [65.25435370085123, 249.91090388421134, -10.003736791052212] >>>>> [65.38499735012641, 250.94851085632763, -9.987534305578592] >>>>> [65.15762608649266, 250.21005738353693, -10.319781777902099] >>>>> [65.14746685705504, 252.25104376727498, -10.063119395288046] >>>>> [65.11422258471957, 250.3905649999829, -9.681347283038008] >>>>> [65.07031385329371, 250.3373676664962, -9.739261006529846] >>>>> [65.30276561650567, 248.68524881180142, -10.294862281043377] >>>>> [65.3966440875306, 249.97654632144778, -9.825983174328123] >>>>> [65.56814020607216, 250.17064165736684, -10.661809422646575] >>>>> [64.41305530501985, 251.15121295021547, -12.086549877297612] >> Running individual: {'amp': 65.25435370085123, 'period': 249.91090388421134, 'offset': -10.003736791052212} >> Running individual: {'amp': 65.38499735012641, 'period': 250.94851085632763, 'offset': -9.987534305578592} >> Running individual: {'amp': 65.15762608649266, 'period': 250.21005738353693, 'offset': -10.319781777902099} >> Running individual: {'amp': 65.14746685705504, 'period': 252.25104376727498, 'offset': -10.063119395288046} >> Running individual: {'amp': 65.11422258471957, 'period': 250.3905649999829, 'offset': -9.681347283038008} >> Running individual: {'amp': 65.07031385329371, 'period': 250.3373676664962, 'offset': -9.739261006529846} >> Running individual: {'amp': 65.30276561650567, 'period': 248.68524881180142, 'offset': -10.294862281043377} >> Running individual: {'amp': 65.3966440875306, 'period': 249.97654632144778, 'offset': -9.825983174328123} >> Running individual: {'amp': 65.56814020607216, 'period': 250.17064165736684, 'offset': -10.661809422646575} >> Running individual: {'amp': 64.41305530501985, 'period': 251.15121295021547, 'offset': -12.086549877297612} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.25805563583394, cost: 2.7623635523443824e-07, fitness inc: 2.7623635523443824e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.2506131223714, cost: 4.844609882148632e-07, fitness inc: 4.844609882148632e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001600640255486, cost: 3.7363216964791945e-09, fitness inc: 3.7363216964791945e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.90000000005682, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 7.719003319861528e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37251929947494, cost: 5.756407942536512e-07, fitness inc: 5.756407942536512e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.397447409418035, cost: 1.2184570308271248e-06, fitness inc: 1.2184570308271248e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 3.0549410655611453e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.47738491329959, cost: 9.453469511644386e-07, fitness inc: 9.453469511644386e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.837820145301365, cost: 2.0288275426327829e-07, fitness inc: 2.0288275426327829e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.2527391696215417e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.21057428409875, cost: 1.839351980725823e-07, fitness inc: 1.839351980725823e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.08433197345396, cost: 5.4857487108428415e-08, fitness inc: 5.4857487108428415e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9645830580144508, cost: 1.829271332409732e-06, fitness inc: 1.829271332409732e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.3000000000573, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.20000000000258, cost: 1.8069300683487555e-06, fitness inc: 1.8069300683487555e-06 Fitness: 8.000318894807457e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.79556306217552, cost: 1.7336958813007897e-07, fitness inc: 1.7336958813007897e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.43286743153926, cost: 1.4453086473187327e-06, fitness inc: 1.4453086473187327e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9936102236415563, cost: 5.9542640817866754e-08, fitness inc: 5.9542640817866754e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.857420865780668e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80955388907678, cost: 1.5045215406850332e-07, fitness inc: 1.5045215406850332e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.33104052995816, cost: 8.453048803147567e-07, fitness inc: 8.453048803147567e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 1.1901947761794318e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.59762486012113, cost: 1.4815316207172913e-06, fitness inc: 1.4815316207172913e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.00787629073912, cost: 4.785143392638247e-10, fitness inc: 4.785143392638247e-10 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.021447721179007, cost: 6.708398013755001e-07, fitness inc: 6.708398013755001e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.70000000005655, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.60000000005647, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 4.053115380542316e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.22260485186013, cost: 2.0555281132761394e-07, fitness inc: 2.0555281132761394e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.57064185757073, cost: 2.5117566742061115e-06, fitness inc: 2.5117566742061115e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.000533404453311, cost: 4.1492542734999915e-10, fitness inc: 4.1492542734999915e-10 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.90000000005676, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.7214577443812615e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.22993770662112, cost: 6.275058303528702e-06, fitness inc: 6.275058303528702e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.90630846380898, cost: 6.770988825177682e-08, fitness inc: 6.770988825177682e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 6.387544326136307e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.49958690716448, cost: 9.328106316042195e-06, fitness inc: 9.328106316042195e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.32648787098687, cost: 5.5130480823839534e-05, fitness inc: 5.5130480823839534e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9819485001321167, cost: 4.7520738499784443e-07, fitness inc: 4.7520738499784443e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005706, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000000224, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 6.64607270763895e-05 >>>>> Evaluating: >>>>> [63.73288115302761, 250.9815876027922, -9.78276375556486] >>>>> [65.96017646239514, 250.21975707350606, -10.079407023629804] >>>>> [65.37552356666511, 250.10458776543166, -9.998240065012473] >>>>> [66.48282401134193, 250.36038019551512, -9.9899508402244] >>>>> [65.03763329796975, 250.72189830987486, -9.993750944039139] >>>>> [64.98800461496305, 250.94528598273712, -9.463307737682868] >>>>> [64.75150101714684, 251.75212438253132, -10.922422184358862] >>>>> [65.2232536910287, 251.84085096473913, -10.260727647726808] >>>>> [63.55962520358675, 248.89069976977171, -9.989726832364912] >>>>> [65.47318674475255, 248.9332398646067, -10.312389315496121] >> Running individual: {'amp': 63.73288115302761, 'period': 250.9815876027922, 'offset': -9.78276375556486} >> Running individual: {'amp': 65.96017646239514, 'period': 250.21975707350606, 'offset': -10.079407023629804} >> Running individual: {'amp': 65.37552356666511, 'period': 250.10458776543166, 'offset': -9.998240065012473} >> Running individual: {'amp': 66.48282401134193, 'period': 250.36038019551512, 'offset': -9.9899508402244} >> Running individual: {'amp': 65.03763329796975, 'period': 250.72189830987486, 'offset': -9.993750944039139} >> Running individual: {'amp': 64.98800461496305, 'period': 250.94528598273712, 'offset': -9.463307737682868} >> Running individual: {'amp': 64.75150101714684, 'period': 251.75212438253132, 'offset': -10.922422184358862} >> Running individual: {'amp': 65.2232536910287, 'period': 251.84085096473913, 'offset': -10.260727647726808} >> Running individual: {'amp': 63.55962520358675, 'period': 248.89069976977171, 'offset': -9.989726832364912} >> Running individual: {'amp': 65.47318674475255, 'period': 248.9332398646067, 'offset': -10.312389315496121} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.5156340824894, cost: 9.139706236505063e-06, fitness inc: 9.139706236505063e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.9501026218156, cost: 8.502397717546906e-06, fitness inc: 8.502397717546906e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.984063745019305, cost: 3.703643542962709e-07, fitness inc: 3.703643542962709e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 1.8998067972675337e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.03957312651478, cost: 4.482934568450503e-06, fitness inc: 4.482934568450503e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.880754344142524, cost: 5.983542712750811e-06, fitness inc: 5.983542712750811e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.0570986745395139e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.37375740013542, cost: 5.794735361552839e-07, fitness inc: 5.794735361552839e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.37726045374953, cost: 1.0978259570304516e-06, fitness inc: 1.0978259570304516e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.6884965085006698e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.47276156711156, cost: 8.9973628600859e-06, fitness inc: 8.9973628600859e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.49285487225079, cost: 1.719012839207501e-05, fitness inc: 1.719012839207501e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9941419251757915, cost: 5.0045681709853795e-08, fitness inc: 5.0045681709853795e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000005685, cost: 3.359999900531818e-08, fitness inc: 3.359999900531818e-08 Fitness: 2.6390603592552075e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.03136191583428, cost: 4.079993010108751e-09, fitness inc: 4.079993010108751e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.04386648771989, cost: 1.484284406494396e-08, fitness inc: 1.484284406494396e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 8.056358733465885e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.45129759345774, cost: 1.248899368699874e-06, fitness inc: 1.248899368699874e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.52468081106491, cost: 2.12344416805621e-06, fitness inc: 2.12344416805621e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 4.633186777236453e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.6739119330836, cost: 1.8839081870059005e-06, fitness inc: 1.8839081870059005e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.82906188184109, cost: 1.0575835848514181e-05, fitness inc: 1.0575835848514181e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.971931682774442, cost: 1.1489180598012183e-06, fitness inc: 1.1489180598012183e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.80000000005725, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.70000000005717, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Fitness: 1.685292522135562e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.48396608098129, cost: 9.715914547347992e-07, fitness inc: 9.715914547347992e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.962507581038395, cost: 1.0842721942516675e-08, fitness inc: 1.0842721942516675e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9708802117796638, cost: 1.2366098169902529e-06, fitness inc: 1.2366098169902529e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.90000000005728, cost: 1.347731516943007e-06, fitness inc: 1.347731516943007e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.80000000000246, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Fitness: 6.269705150829807e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.54931714077492, cost: 8.729621752467942e-06, fitness inc: 8.729621752467942e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.56989463984361, cost: 1.5775408860441154e-05, fitness inc: 1.5775408860441154e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.017677782241247, cost: 4.5573477047700095e-07, fitness inc: 4.5573477047700095e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.9000000000566, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.90000000000163, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 2.640183135316221e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.78556056748928, cost: 2.5598380910540897e-06, fitness inc: 2.5598380910540897e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.1607801217163, cost: 1.9939580897521125e-07, fitness inc: 1.9939580897521125e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.017139796464299, cost: 4.284182247848989e-07, fitness inc: 4.284182247848989e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.00000000000165, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.90000000005654, cost: 4.5173312912538677e-07, fitness inc: 4.5173312912538677e-07 Fitness: 4.550318159046718e-06 >>>>> Evaluating: >>>>> [65.2499644604631, 249.0600335470066, -9.799447071030677] >>>>> [64.18048929405082, 250.77547949486865, -9.655307208945022] >>>>> [64.44398845001324, 250.906779290865, -10.80040205763973] >>>>> [64.97817981482932, 250.906779290865, -10.020667749008714] >>>>> [64.980815171032, 250.77714747359067, -9.680175845521305] >>>>> [64.26504908919175, 250.72153313460188, -9.977747262083172] >>>>> [65.8028327257778, 250.9362318583918, -9.284275056943834] >>>>> [64.9859539531576, 250.910444664431, -9.886182196439334] >>>>> [64.8716327936119, 251.93702510815748, -10.323803572648918] >>>>> [65.16662476281716, 250.0862386801547, -10.271864263449608] >> Running individual: {'amp': 65.2499644604631, 'period': 249.0600335470066, 'offset': -9.799447071030677} >> Running individual: {'amp': 64.18048929405082, 'period': 250.77547949486865, 'offset': -9.655307208945022} >> Running individual: {'amp': 64.44398845001324, 'period': 250.906779290865, 'offset': -10.80040205763973} >> Running individual: {'amp': 64.97817981482932, 'period': 250.906779290865, 'offset': -10.020667749008714} >> Running individual: {'amp': 64.980815171032, 'period': 250.77714747359067, 'offset': -9.680175845521305} >> Running individual: {'amp': 64.26504908919175, 'period': 250.72153313460188, 'offset': -9.977747262083172} >> Running individual: {'amp': 65.8028327257778, 'period': 250.9362318583918, 'offset': -9.284275056943834} >> Running individual: {'amp': 64.9859539531576, 'period': 250.910444664431, 'offset': -9.886182196439334} >> Running individual: {'amp': 64.8716327936119, 'period': 251.93702510815748, 'offset': -10.323803572648918} >> Running individual: {'amp': 65.16662476281716, 'period': 250.0862386801547, 'offset': -10.271864263449608} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04939580485946, cost: 1.0121255500372683e-08, fitness inc: 1.0121255500372683e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.45049605966106, cost: 1.5654266386500026e-06, fitness inc: 1.5654266386500026e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.015526703251959, cost: 3.51572709278436e-07, fitness inc: 3.51572709278436e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.10000000005658, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.00000000000168, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 2.8417869821772967e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.8357747448547, cost: 5.622453195575083e-06, fitness inc: 5.622453195575083e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.52516496659273, cost: 1.739146465840058e-06, fitness inc: 1.739146465840058e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 8.240496788824991e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.24438640172718, cost: 2.4774689777462555e-07, fitness inc: 2.4774689777462555e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.643557772434406, cost: 1.4192138654167685e-05, fitness inc: 1.4192138654167685e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.985651654044821, cost: 3.002343309521649e-07, fitness inc: 3.002343309521649e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.558385297606435e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.99884342387726, cost: 5.548894677076532e-12, fitness inc: 5.548894677076532e-12 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.9574832086441, cost: 1.394351811789818e-08, fitness inc: 1.394351811789818e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.985651654044821, cost: 3.002343309521649e-07, fitness inc: 3.002343309521649e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.157916491134614e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.66096876042421, cost: 4.767969696839458e-07, fitness inc: 4.767969696839458e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.30061958844544, cost: 6.970848679399566e-07, fitness inc: 6.970848679399566e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 2.0527789650337525e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.24277391783089, cost: 2.37850656592542e-06, fitness inc: 2.37850656592542e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.287286884763446, cost: 3.9181332899262955e-06, fitness inc: 3.9181332899262955e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 7.083352892123251e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.08709318544352, cost: 3.146462745906575e-08, fitness inc: 3.146462745906575e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.51853748974647, cost: 1.778667288965252e-05, fitness inc: 1.778667288965252e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9851222104138375, cost: 3.227999708643736e-07, fitness inc: 3.227999708643736e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.9055603866724447e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.87213374709354, cost: 6.782129935434256e-08, fitness inc: 6.782129935434256e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.09973992779192, cost: 7.673428881194155e-08, fitness inc: 7.673428881194155e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9851222104138375, cost: 3.227999708643736e-07, fitness inc: 3.227999708643736e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.9000000000022, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 1.3820219377791432e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.19541582732523, cost: 1.584067417237378e-07, fitness inc: 1.584067417237378e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.54781680914677, cost: 1.5771737843506273e-06, fitness inc: 1.5771737843506273e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.969304048689515, cost: 1.3741001926304008e-06, fitness inc: 1.3741001926304008e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.00000000005724, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.90000000000248, cost: 1.347731516943007e-06, fitness inc: 1.347731516943007e-06 Fitness: 7.4440744425308125e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.43845449227038, cost: 7.974490781048615e-07, fitness inc: 7.974490781048615e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.8947556134303, cost: 8.543764162816103e-08, fitness inc: 8.543764162816103e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 8.940837350479569e-07 >>>>> Evaluating: >>>>> [65.30221574935979, 249.28217536645843, -10.002839381949968] >>>>> [65.48149550361144, 250.05692048313554, -9.032821257384857] >>>>> [65.14882311191958, 248.88427712821104, -9.980175934842437] >>>>> [65.90257584354624, 251.17233593590296, -9.499039436481485] >>>>> [67.39313598614312, 250.80933258384474, -8.258212132157063] >>>>> [65.07031385329371, 250.3373676664962, -9.739261006529846] >>>>> [65.22140714028332, 250.6104004615247, -10.003263317390243] >>>>> [65.21796151804297, 249.94414602483752, -9.168093001433748] >>>>> [65.69188562065713, 251.4224690500857, -9.88101166400679] >>>>> [65.13060406396524, 249.59478164187732, -10.967230687920752] >> Running individual: {'amp': 65.30221574935979, 'period': 249.28217536645843, 'offset': -10.002839381949968} >> Running individual: {'amp': 65.48149550361144, 'period': 250.05692048313554, 'offset': -9.032821257384857} >> Running individual: {'amp': 65.14882311191958, 'period': 248.88427712821104, 'offset': -9.980175934842437} >> Running individual: {'amp': 65.90257584354624, 'period': 251.17233593590296, 'offset': -9.499039436481485} >> Running individual: {'amp': 67.39313598614312, 'period': 250.80933258384474, 'offset': -8.258212132157063} >> Running individual: {'amp': 65.07031385329371, 'period': 250.3373676664962, 'offset': -9.739261006529846} >> Running individual: {'amp': 65.22140714028332, 'period': 250.6104004615247, 'offset': -10.003263317390243} >> Running individual: {'amp': 65.21796151804297, 'period': 249.94414602483752, 'offset': -9.168093001433748} >> Running individual: {'amp': 65.69188562065713, 'period': 251.4224690500857, 'offset': -9.88101166400679} >> Running individual: {'amp': 65.13060406396524, 'period': 249.59478164187732, 'offset': -10.967230687920752} Target average_minimum (weight 1.0): target val: -75.0, actual: -75.30502701559026, cost: 3.859496948699359e-07, fitness inc: 3.859496948699359e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.29936733372588, cost: 6.912894434663031e-07, fitness inc: 6.912894434663031e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.011231448053936, cost: 1.8396204481962997e-07, fitness inc: 1.8396204481962997e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.30000000005668, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.30000000000175, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.8660010593363197e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.51429118255493, cost: 9.786013459578413e-07, fitness inc: 9.786013459578413e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.448663662335264, cost: 1.6187489857433235e-05, fitness inc: 1.6187489857433235e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.99893361770133, cost: 1.6583747708409646e-09, fitness inc: 1.6583747708409646e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.0000000000568, cost: 0.0, fitness inc: 0.0 Fitness: 1.7171482911582103e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.12896709390135, cost: 6.899411630900687e-08, fitness inc: 6.899411630900687e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.16864063048557, cost: 2.193692475449538e-07, fitness inc: 2.193692475449538e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.017677782241247, cost: 4.5573477047700095e-07, fitness inc: 4.5573477047700095e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.9000000000566, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.90000000000163, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 2.1851641041070735e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.4015922779912, cost: 6.68997777286684e-07, fitness inc: 6.68997777286684e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.40352212276057, cost: 1.5194392205097884e-05, fitness inc: 1.5194392205097884e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9814200398135853, cost: 5.034381723723058e-07, fitness inc: 5.034381723723058e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.20000000005712, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.10000000005704, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Fitness: 1.7893760706266804e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.65134124961516, cost: 1.7598297706866717e-06, fitness inc: 1.7598297706866717e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 59.134915910869935, cost: 0.00013186438043388815, fitness inc: 0.00013186438043388815 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987240829345477, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000000217, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 0.00013457842144593002 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80955388907678, cost: 1.5045215406850332e-07, fitness inc: 1.5045215406850332e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.33104052995816, cost: 8.453048803147567e-07, fitness inc: 8.453048803147567e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 1.1901947761794318e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.2246482516335, cost: 2.0934387234827767e-07, fitness inc: 2.0934387234827767e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.21812032342103, cost: 3.669809435224991e-07, fitness inc: 3.669809435224991e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9904229848357766, cost: 1.3375717722308167e-07, fitness inc: 1.3375717722308167e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.60000000005698, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.60000000000213, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 1.2178152332120717e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.38602764127718, cost: 1.5636920147610311e-06, fitness inc: 1.5636920147610311e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.049857665585066, cost: 8.501754525047645e-06, fitness inc: 8.501754525047645e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001066951186367, cost: 1.6601444663422171e-09, fitness inc: 1.6601444663422171e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.0000000000568, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.0070840017695204e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.57288804107746, cost: 1.3614233039804802e-06, fitness inc: 1.3614233039804802e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.810858671916094, cost: 5.071536263723253e-06, fitness inc: 5.071536263723253e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.977724741447277, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.40000000000234, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Fitness: 9.575763310842866e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.09783265621355, cost: 4.999474730871256e-06, fitness inc: 4.999474730871256e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.16337095255737, cost: 5.3990200417075584e-06, fitness inc: 5.3990200417075584e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.00641025640964, cost: 5.99249361243892e-08, fitness inc: 5.99249361243892e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.60000000005675, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.60000000000184, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.0637619698217193e-05 >>>>> Evaluating: >>>>> [65.11140284256334, 250.0989279647859, -9.28442145770068] >>>>> [64.89039941159302, 250.9588804072056, -9.733134424141415] >>>>> [65.13801323558073, 250.21784173947586, -9.911324028336127] >>>>> [65.09808559826722, 250.5690088807138, -11.618962458234904] >>>>> [65.50657882876911, 250.5126401601803, -9.803105454388882] >>>>> [64.98000021971339, 250.32250368617994, -9.836121891806192] >>>>> [64.15706463738195, 249.28217536645843, -12.89766806939286] >>>>> [64.16442785375605, 249.6181163125256, -11.041506024749282] >>>>> [64.33095921216648, 250.40633487057008, -9.438069447780801] >>>>> [65.15314610069775, 248.703590740266, -9.204163914365026] >> Running individual: {'amp': 65.11140284256334, 'period': 250.0989279647859, 'offset': -9.28442145770068} >> Running individual: {'amp': 64.89039941159302, 'period': 250.9588804072056, 'offset': -9.733134424141415} >> Running individual: {'amp': 65.13801323558073, 'period': 250.21784173947586, 'offset': -9.911324028336127} >> Running individual: {'amp': 65.09808559826722, 'period': 250.5690088807138, 'offset': -11.618962458234904} >> Running individual: {'amp': 65.50657882876911, 'period': 250.5126401601803, 'offset': -9.803105454388882} >> Running individual: {'amp': 64.98000021971339, 'period': 250.32250368617994, 'offset': -9.836121891806192} >> Running individual: {'amp': 64.15706463738195, 'period': 249.28217536645843, 'offset': -12.89766806939286} >> Running individual: {'amp': 64.16442785375605, 'period': 249.6181163125256, 'offset': -11.041506024749282} >> Running individual: {'amp': 64.33095921216648, 'period': 250.40633487057008, 'offset': -9.438069447780801} >> Running individual: {'amp': 65.15314610069775, 'period': 248.703590740266, 'offset': -9.204163914365026} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.39580944245438, cost: 1.5142635493292644e-06, fitness inc: 1.5142635493292644e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.82697036815206, cost: 5.275079532740534e-06, fitness inc: 5.275079532740534e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 6.800540097384733e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.62351883659288, cost: 5.879501518979424e-07, fitness inc: 5.879501518979424e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.15724640267216, cost: 1.9072725621072095e-07, fitness inc: 1.9072725621072095e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.000000000057, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.90000000005705, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 2.0395206485890327e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04932566502201, cost: 1.0092532476413396e-08, fitness inc: 1.0092532476413396e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.226673794893145, cost: 3.963271874019014e-07, fitness inc: 3.963271874019014e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 5.109291840721397e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.71703458484286, cost: 1.2229453021705972e-05, fitness inc: 1.2229453021705972e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.47909893973514, cost: 1.7842084129138236e-05, fitness inc: 1.7842084129138236e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.990953837966658, cost: 1.1933984667145126e-07, fitness inc: 1.1933984667145126e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.60000000005692, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.50000000005696, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 3.0478343633899563e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.30968191762177, cost: 3.9781923766302185e-07, fitness inc: 3.9781923766302185e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.70344362207145, cost: 3.816878550999547e-06, fitness inc: 3.816878550999547e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9914848323570213, cost: 1.0574093878279456e-07, fitness inc: 1.0574093878279456e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.60000000005692, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.50000000000207, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 4.607905363829268e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.8161003152858, cost: 1.4028659267584231e-07, fitness inc: 1.4028659267584231e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.14386113658525, cost: 1.5963874733238015e-07, fitness inc: 1.5963874733238015e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9952057530956684, cost: 3.351950383922997e-08, fitness inc: 3.351950383922997e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 4.603781712519961e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -77.0547050840975, cost: 1.751239901615076e-05, fitness inc: 1.751239901615076e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 51.25938769272141, cost: 0.00010791701716028612, fitness inc: 0.00010791701716028612 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.011231448053936, cost: 1.8396204481962997e-07, fitness inc: 1.8396204481962997e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.30000000005668, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.30000000000175, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 0.00012621817809743696 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.20590900006103, cost: 1.758752959934995e-07, fitness inc: 1.758752959934995e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.122902082102435, cost: 2.7177747469631086e-05, fitness inc: 2.7177747469631086e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.005875283748883, cost: 5.0340146162675126e-08, fitness inc: 5.0340146162675126e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.70000000005678, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.60000000000184, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 2.7557029570246527e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.76902562922304, cost: 6.285640674619231e-06, fitness inc: 6.285640674619231e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.89288625958169, cost: 8.849968768931404e-08, fitness inc: 8.849968768931404e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9936102236415563, cost: 5.9542640817866754e-08, fitness inc: 5.9542640817866754e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 6.612882992640401e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.3572894874908, cost: 1.7135008387736406e-06, fitness inc: 1.7135008387736406e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.94897456778867, cost: 6.9463639924549625e-06, fitness inc: 6.9463639924549625e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.020908725371316, cost: 6.37546171966541e-07, fitness inc: 6.37546171966541e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.200000000000614, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 248.70000000005655, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 248.70000000000158, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Fitness: 1.1096876584737458e-05 >>>>> Evaluating: >>>>> [65.16064691626865, 250.10064115776666, -8.628197422554768] >>>>> [62.62741442772734, 250.19109367474545, -10.27740064063778] >>>>> [64.26389964886337, 250.72189830987486, -9.993750944039139] >>>>> [65.03763329796975, 250.44034215209714, -10.812964479808127] >>>>> [64.56900193629644, 249.5199619373043, -9.596384804886624] >>>>> [64.55498826064131, 250.2314145976267, -9.662710901797558] >>>>> [64.4655513307629, 250.69871739832573, -8.478506037121283] >>>>> [65.06666095373946, 250.80032446368173, -9.870893024714608] >>>>> [65.24454384539872, 250.34947330678108, -11.3907430884671] >>>>> [65.15303631976678, 250.22607651439125, -9.932286607600572] >> Running individual: {'amp': 65.16064691626865, 'period': 250.10064115776666, 'offset': -8.628197422554768} >> Running individual: {'amp': 62.62741442772734, 'period': 250.19109367474545, 'offset': -10.27740064063778} >> Running individual: {'amp': 64.26389964886337, 'period': 250.72189830987486, 'offset': -9.993750944039139} >> Running individual: {'amp': 65.03763329796975, 'period': 250.44034215209714, 'offset': -10.812964479808127} >> Running individual: {'amp': 64.56900193629644, 'period': 249.5199619373043, 'offset': -9.596384804886624} >> Running individual: {'amp': 64.55498826064131, 'period': 250.2314145976267, 'offset': -9.662710901797558} >> Running individual: {'amp': 64.4655513307629, 'period': 250.69871739832573, 'offset': -8.478506037121283} >> Running individual: {'amp': 65.06666095373946, 'period': 250.80032446368173, 'offset': -9.870893024714608} >> Running individual: {'amp': 65.24454384539872, 'period': 250.34947330678108, 'offset': -11.3907430884671} >> Running individual: {'amp': 65.15303631976678, 'period': 250.22607651439125, 'offset': -9.932286607600572} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.78883260906268, cost: 6.084991205024259e-06, fitness inc: 6.084991205024259e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.53243545180524, cost: 1.8113731278135425e-05, fitness inc: 1.8113731278135425e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 2.420991949847462e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.9047906345915, cost: 1.8209633436905293e-05, fitness inc: 1.8209633436905293e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 52.34998843948838, cost: 5.4165582620391284e-05, fitness inc: 5.4165582620391284e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9968025579530213, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.20000000000198, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 7.24199921916524e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.25762853233586, cost: 2.286103083060098e-06, fitness inc: 2.286103083060098e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.27013302736917, cost: 4.109008552966031e-06, fitness inc: 4.109008552966031e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 7.181824672297665e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.85058481713519, cost: 3.0011534927210093e-06, fitness inc: 3.0011534927210093e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.224650333660115, cost: 4.637080134539673e-06, fitness inc: 4.637080134539673e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.50000000000207, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 7.920894914525967e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.1653621262901, cost: 2.8896761901098245e-06, fitness inc: 2.8896761901098245e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.972604914796, cost: 5.788908907788937e-09, fitness inc: 5.788908907788937e-09 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.0080160320635105, cost: 9.370778097927968e-08, fitness inc: 9.370778097927968e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.50000000005673, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.50000000000182, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Fitness: 3.235572859083824e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.21768526965646, cost: 2.5387279910527027e-06, fitness inc: 2.5387279910527027e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.89225388490547, cost: 8.954773544900263e-08, fitness inc: 8.954773544900263e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996270147861379, cost: 2.0288036806093146e-08, fitness inc: 2.0288036806093146e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.7568304249436792e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.94404686175339, cost: 1.7533679614545328e-05, fitness inc: 1.7533679614545328e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.987030223613694, cost: 7.514654974394297e-06, fitness inc: 7.514654974394297e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 2.583504762521116e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.93755397043772, cost: 1.6175730976897285e-08, fitness inc: 1.6175730976897285e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.19576791975456, cost: 2.9562035208652304e-07, fitness inc: 2.9562035208652304e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987240829345477, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005703, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.80000000000217, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Fitness: 1.2660073244186165e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.63526578897574, cost: 1.1092415863056537e-05, fitness inc: 1.1092415863056537e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.85378542288308, cost: 1.0133952395685597e-05, fitness inc: 1.0133952395685597e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9946737683083056, cost: 4.13710833369052e-08, fitness inc: 4.13710833369052e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005688, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 2.1420806000538306e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.08531322458764, cost: 3.0191657840461517e-08, fitness inc: 3.0191657840461517e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.22073186206061, cost: 3.758212190341226e-07, fitness inc: 3.758212190341226e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 5.10522341068409e-07 >>>>> Evaluating: >>>>> [64.87977734558719, 249.44173410296344, -11.321712630238459] >>>>> [64.84981766095649, 250.92933259897168, -10.476600561300685] >>>>> [64.97973008378258, 249.80791741862592, -9.82820200155217] >>>>> [64.7405870423147, 250.69182289603046, -9.847133691190654] >>>>> [64.97964988370336, 249.0865555671338, -9.882591947337577] >>>>> [65.64249607950065, 251.61873612498312, -10.036106141574432] >>>>> [63.876221142991305, 250.1481921626505, -9.882028190868608] >>>>> [65.18355249443256, 251.3472369011494, -9.627816895593341] >>>>> [65.05679515301661, 250.4354198352033, -9.057959972991885] >>>>> [66.2624867948555, 250.30107691353754, -9.78004687700273] >> Running individual: {'amp': 64.87977734558719, 'period': 249.44173410296344, 'offset': -11.321712630238459} >> Running individual: {'amp': 64.84981766095649, 'period': 250.92933259897168, 'offset': -10.476600561300685} >> Running individual: {'amp': 64.97973008378258, 'period': 249.80791741862592, 'offset': -9.82820200155217} >> Running individual: {'amp': 64.7405870423147, 'period': 250.69182289603046, 'offset': -9.847133691190654} >> Running individual: {'amp': 64.97964988370336, 'period': 249.0865555671338, 'offset': -9.882591947337577} >> Running individual: {'amp': 65.64249607950065, 'period': 251.61873612498312, 'offset': -10.036106141574432} >> Running individual: {'amp': 63.876221142991305, 'period': 250.1481921626505, 'offset': -9.882028190868608} >> Running individual: {'amp': 65.18355249443256, 'period': 251.3472369011494, 'offset': -9.627816895593341} >> Running individual: {'amp': 65.05679515301661, 'period': 250.4354198352033, 'offset': -9.057959972991885} >> Running individual: {'amp': 66.2624867948555, 'period': 250.30107691353754, 'offset': -9.78004687700273} Target average_minimum (weight 1.0): target val: -75.0, actual: -76.20147542045247, cost: 5.987995137179958e-06, fitness inc: 5.987995137179958e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.55804565637168, cost: 1.6037898488252544e-05, fitness inc: 1.6037898488252544e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.009087264465506, cost: 1.204267831012018e-07, fitness inc: 1.204267831012018e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.40000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.50000000005673, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.4000000000018, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 2.2433787044917608e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.32640014216025, cost: 4.419312830128419e-07, fitness inc: 4.419312830128419e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.37320180482614, cost: 3.030439127638118e-06, fitness inc: 3.030439127638118e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9851222104138375, cost: 3.227999708643736e-07, fitness inc: 3.227999708643736e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 4.709836760263819e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.80790437416586, cost: 1.5306966927308707e-07, fitness inc: 1.5306966927308707e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.15149961947484, cost: 1.770412281221212e-07, fitness inc: 1.770412281221212e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.003202562049023, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.8000000000568, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 3.749348186365964e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.58771750333933, cost: 7.05088687658062e-07, fitness inc: 7.05088687658062e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.89342183171637, cost: 8.761689784808624e-08, fitness inc: 8.761689784808624e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9893617021270438, cost: 1.6504448774323777e-07, fitness inc: 1.6504448774323777e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.70000000005695, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.60000000005698, cost: 1.3439998192144031e-07, fitness inc: 1.3439998192144031e-07 Fitness: 1.514016631398718e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.86223929507982, cost: 7.872359830685127e-08, fitness inc: 7.872359830685127e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.09702933165844, cost: 7.26202022960365e-08, fitness inc: 7.26202022960365e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.014989293361268, cost: 3.2765664437217623e-07, fitness inc: 3.2765664437217623e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.300000000000615, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.10000000005664, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.00000000005656, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 1.3936668237235494e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.67857750917567, cost: 1.9100834933727384e-06, fitness inc: 1.9100834933727384e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.606370101445265, cost: 2.836127382832565e-06, fitness inc: 2.836127382832565e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9740362961975575, cost: 9.830818264999763e-07, fitness inc: 9.830818264999763e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.70000000005723, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 8.71968971194459e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.75823701278597, cost: 6.39630114041001e-06, fitness inc: 6.39630114041001e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.99417760898601, cost: 7.803521226645849e-06, fitness inc: 7.803521226645849e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.4228845590325001e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.8113563210962, cost: 1.4761779332239655e-07, fitness inc: 1.4761779332239655e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.555720071988475, cost: 2.3821139826241122e-06, fitness inc: 2.3821139826241122e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9782522211902083, cost: 6.897414371875854e-07, fitness inc: 6.897414371875854e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.40000000005716, cost: 7.317327977984789e-07, fitness inc: 7.317327977984789e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.30000000005708, cost: 6.309329352305326e-07, fitness inc: 6.309329352305326e-07 Fitness: 5.119738657244355e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.11474040021251, cost: 3.2508290842558907e-06, fitness inc: 3.2508290842558907e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.99882146450961, cost: 7.695268854912563e-06, fitness inc: 7.695268854912563e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.1228759226433738e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -76.04251856606794, cost: 4.508373585121461e-06, fitness inc: 4.508373585121461e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.48242873245077, cost: 1.6950858258701906e-05, fitness inc: 1.6950858258701906e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9952057530956684, cost: 3.351950383922997e-08, fitness inc: 3.351950383922997e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.3000000000569, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.30000000000203, cost: 3.359999878327358e-08, fitness inc: 3.359999878327358e-08 Fitness: 2.161968467506714e-05 >>>>> Evaluating: >>>>> [65.07002626823929, 250.43202302669278, -8.980347656441086] >>>>> [65.14909989552251, 250.21054269055864, -7.059678535813125] >>>>> [63.89311704338137, 251.0638602467892, -9.948669836681596] >>>>> [65.08713957125326, 249.86495975965335, -10.003408025271458] >>>>> [64.64276065177245, 250.9488261468733, -9.931675898297394] >>>>> [65.00919954127119, 250.7021487036372, -10.42016207689765] >>>>> [64.86535167230237, 250.77893998581578, -11.01796309555373] >>>>> [64.88612594589866, 250.14851985965362, -10.136108292610189] >>>>> [65.13801323558073, 251.84126478950927, -9.911324028336127] >>>>> [65.13801323558073, 250.21784173947586, -9.911324028336127] >> Running individual: {'amp': 65.07002626823929, 'period': 250.43202302669278, 'offset': -8.980347656441086} >> Running individual: {'amp': 65.14909989552251, 'period': 250.21054269055864, 'offset': -7.059678535813125} >> Running individual: {'amp': 63.89311704338137, 'period': 251.0638602467892, 'offset': -9.948669836681596} >> Running individual: {'amp': 65.08713957125326, 'period': 249.86495975965335, 'offset': -10.003408025271458} >> Running individual: {'amp': 64.64276065177245, 'period': 250.9488261468733, 'offset': -9.931675898297394} >> Running individual: {'amp': 65.00919954127119, 'period': 250.7021487036372, 'offset': -10.42016207689765} >> Running individual: {'amp': 64.86535167230237, 'period': 250.77893998581578, 'offset': -11.01796309555373} >> Running individual: {'amp': 64.88612594589866, 'period': 250.14851985965362, 'offset': -10.136108292610189} >> Running individual: {'amp': 65.13801323558073, 'period': 251.84126478950927, 'offset': -9.911324028336127} >> Running individual: {'amp': 65.13801323558073, 'period': 250.21784173947586, 'offset': -9.911324028336127} Target average_minimum (weight 1.0): target val: -75.0, actual: -74.05035582189498, cost: 3.7408858309939674e-06, fitness inc: 3.7408858309939674e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.089665995570215, cost: 9.15870826423415e-06, fitness inc: 9.15870826423415e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.993078663649058, cost: 6.986130296482429e-08, fitness inc: 6.986130296482429e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.5000000000569, cost: 9.33333246244672e-08, fitness inc: 9.33333246244672e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 1.3182255382493402e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -72.20875646205981, cost: 3.2317345728283264e-05, fitness inc: 3.2317345728283264e-05 Target average_maximum (weight 1.0): target val: 55.0, actual: 58.08939805861054, cost: 7.361514520676238e-05, fitness inc: 7.361514520676238e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 0.00010603700039923947 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.84177271908443, cost: 5.564670094937441e-06, fitness inc: 5.564670094937441e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.94442774760914, cost: 8.594559146812841e-06, fitness inc: 8.594559146812841e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.983005841741286, cost: 4.211685527000242e-07, fitness inc: 4.211685527000242e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.80000000000062, cost: 5.375997110812492e-07, fitness inc: 5.375997110812492e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.1000000000571, cost: 4.5173312934743137e-07, fitness inc: 4.5173312934743137e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.00000000000222, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Fitness: 1.594306382890487e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.09053291015766, cost: 3.3999083104419014e-08, fitness inc: 3.3999083104419014e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.083712821441274, cost: 5.405493408439099e-08, fitness inc: 5.405493408439099e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.002134471717634, cost: 6.644122141352682e-09, fitness inc: 6.644122141352682e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.90000000005682, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 1.1336480576495944e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.57442449074092, cost: 7.512892716832198e-07, fitness inc: 7.512892716832198e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.71106924945402, cost: 6.439299987670566e-07, fitness inc: 6.439299987670566e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9845929074240094, cost: 3.461768617318839e-07, fitness inc: 3.461768617318839e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.00000000005707, cost: 3.7333319402588216e-07, fitness inc: 3.7333319402588216e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.900000000057, cost: 3.023999084472706e-07, fitness inc: 3.023999084472706e-07 Fitness: 2.6560625109306457e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.4293446675229, cost: 7.646559513352358e-07, fitness inc: 7.646559513352358e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.58902813594304, cost: 1.3027918137620276e-06, fitness inc: 1.3027918137620276e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.98883127243656, cost: 1.8191316009108505e-07, fitness inc: 1.8191316009108505e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.70000000000215, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 2.854160801368799e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.8832918371776, cost: 3.2363932516155103e-06, fitness inc: 3.2363932516155103e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 53.847368412080954, cost: 1.0247737453616956e-05, fitness inc: 1.0247737453616956e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.987770836102003, cost: 2.1809727490662567e-07, fitness inc: 2.1809727490662567e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.70000000000062, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.80000000005697, cost: 2.3893327627533267e-07, fitness inc: 2.3893327627533267e-07 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.700000000057, cost: 1.8293329995255903e-07, fitness inc: 1.8293329995255903e-07 Fitness: 1.4363027832642317e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.0222219027274, cost: 2.0484092200234727e-09, fitness inc: 2.0484092200234727e-09 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.75000203695532, cost: 4.820855755705011e-07, fitness inc: 4.820855755705011e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.997335109926099, cost: 1.0356556834345554e-08, fitness inc: 1.0356556834345554e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 5.131572080596669e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04932246330073, cost: 1.0091222191199734e-08, fitness inc: 1.0091222191199734e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.226670629704444, cost: 3.9631611914447973e-07, fitness inc: 3.9631611914447973e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9708802117796638, cost: 1.2366098169902529e-06, fitness inc: 1.2366098169902529e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.000000000000625, cost: 1.4933311034415198e-06, fitness inc: 1.4933311034415198e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.90000000005728, cost: 1.347731516943007e-06, fitness inc: 1.347731516943007e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.80000000000246, cost: 1.2095985367777118e-06, fitness inc: 1.2095985367777118e-06 Fitness: 5.693678315488171e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.04932566502201, cost: 1.0092532476413396e-08, fitness inc: 1.0092532476413396e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.226673794893145, cost: 3.963271874019014e-07, fitness inc: 3.963271874019014e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.996802557953021, cost: 1.490946832660711e-08, fitness inc: 1.490946832660711e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.2000000000569, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.200000000002, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 5.109291840721397e-07 >>>>> Evaluating: >>>>> [65.04013150227944, 249.94702220426484, -8.920681662274502] >>>>> [64.0954735982291, 251.6365923166513, -9.815912568341883] >>>>> [64.97817981482932, 252.31095725119448, -10.020667749008714] >>>>> [65.34574874392167, 252.69701586822814, -8.900267891007596] >>>>> [65.1558391482136, 250.07286717417034, -9.380917851885908] >>>>> [65.15370635855614, 250.40969022908354, -10.582577922058658] >>>>> [65.22355518158001, 250.1056118183978, -9.98124224824308] >>>>> [65.19277958773318, 249.93186412010212, -9.981619573475848] >>>>> [64.67229965743284, 250.09002491136064, -10.475999858514882] >>>>> [64.8977010607368, 249.81064217482378, -9.889016276364258] >> Running individual: {'amp': 65.04013150227944, 'period': 249.94702220426484, 'offset': -8.920681662274502} >> Running individual: {'amp': 64.0954735982291, 'period': 251.6365923166513, 'offset': -9.815912568341883} >> Running individual: {'amp': 64.97817981482932, 'period': 252.31095725119448, 'offset': -10.020667749008714} >> Running individual: {'amp': 65.34574874392167, 'period': 252.69701586822814, 'offset': -8.900267891007596} >> Running individual: {'amp': 65.1558391482136, 'period': 250.07286717417034, 'offset': -9.380917851885908} >> Running individual: {'amp': 65.15370635855614, 'period': 250.40969022908354, 'offset': -10.582577922058658} >> Running individual: {'amp': 65.22355518158001, 'period': 250.1056118183978, 'offset': -9.98124224824308} >> Running individual: {'amp': 65.19277958773318, 'period': 249.93186412010212, 'offset': -9.981619573475848} >> Running individual: {'amp': 64.67229965743284, 'period': 250.09002491136064, 'offset': -10.475999858514882} >> Running individual: {'amp': 64.8977010607368, 'period': 249.81064217482378, 'offset': -9.889016276364258} Target average_minimum (weight 1.0): target val: -75.0, actual: -73.96078768684161, cost: 4.479823263126015e-06, fitness inc: 4.479823263126015e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.11943720645253, cost: 9.665997602770204e-06, fitness inc: 9.665997602770204e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001066951186367, cost: 1.6601444663422171e-09, fitness inc: 1.6601444663422171e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.0000000000568, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 1.4151214343782748e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -73.91137253343716, cost: 4.915986693165841e-06, fitness inc: 4.915986693165841e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.27954681285536, cost: 4.003696988608141e-06, fitness inc: 4.003696988608141e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9740362961975575, cost: 9.830818264999763e-07, fitness inc: 9.830818264999763e-07 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.900000000000624, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 251.70000000005717, cost: 1.0789321692739051e-06, fitness inc: 1.0789321692739051e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 251.60000000000238, cost: 9.557324199827022e-07, fitness inc: 9.557324199827022e-07 Fitness: 1.2893162517513268e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.99881352784912, cost: 5.839329020318473e-12, fitness inc: 5.839329020318473e-12 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.95750835854451, cost: 1.3927026865090397e-08, fitness inc: 1.3927026865090397e-08 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.963535473641875, cost: 1.939086193614159e-06, fitness inc: 1.939086193614159e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.10000000000063, cost: 2.1503953758772454e-06, fitness inc: 2.1503953758772454e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.30000000005737, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.3000000000026, cost: 1.974929432990713e-06, fitness inc: 1.974929432990713e-06 Fitness: 8.053273301666941e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.24600861365639, cost: 2.3582291498458474e-06, fitness inc: 2.3582291498458474e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 56.44546217791575, cost: 1.6116022753975834e-05, fitness inc: 1.6116022753975834e-05 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9572615749894933, cost: 2.663745155673247e-06, fitness inc: 2.663745155673247e-06 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 63.20000000000063, cost: 2.926924766333272e-06, fitness inc: 2.926924766333272e-06 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 252.70000000005746, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 252.70000000000272, cost: 2.721592592958011e-06, fitness inc: 2.721592592958011e-06 Fitness: 2.9508107011744222e-05 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.5367377095189, cost: 8.902413695111022e-07, fitness inc: 8.902413695111022e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.774905530142554, cost: 4.631769251361995e-06, fitness inc: 4.631769251361995e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.99893361770133, cost: 1.6583747708409646e-09, fitness inc: 1.6583747708409646e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.1000000000568, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Fitness: 5.527402329064124e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.73627709859709, cost: 2.2487225056488924e-06, fitness inc: 2.2487225056488924e-06 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.57112013103574, cost: 1.4188030492690018e-06, fitness inc: 1.4188030492690018e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.9936102236415563, cost: 5.9542640817866754e-08, fitness inc: 5.9542640817866754e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.60000000000062, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.40000000005693, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.40000000000205, cost: 5.973332983799651e-08, fitness inc: 5.973332983799651e-08 Fitness: 3.9062681852497505e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.20479225537345, cost: 1.7397275497987863e-07, fitness inc: 1.7397275497987863e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.24228716786813, cost: 4.528058578090466e-07, fitness inc: 4.528058578090466e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 6.379756281038595e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.1743791059702, cost: 1.261371741501094e-07, fitness inc: 1.261371741501094e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.211143790094866, cost: 3.438807639755126e-07, fitness inc: 3.438807639755126e-07 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.001066951186367, cost: 1.6601444663422171e-09, fitness inc: 1.6601444663422171e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.00000000005684, cost: 0.0, fitness inc: 0.0 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.9000000000019, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 4.754114160121503e-07 Target average_minimum (weight 1.0): target val: -75.0, actual: -75.14826467955037, cost: 9.118630661664184e-08, fitness inc: 9.118630661664184e-08 Target average_maximum (weight 1.0): target val: 55.0, actual: 54.19629609881056, cost: 4.982432173061824e-06, fitness inc: 4.982432173061824e-06 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 3.998400639743486, cost: 3.730348474562106e-09, fitness inc: 3.730348474562106e-09 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 250.10000000005687, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 250.10000000000196, cost: 3.7333334201861135e-09, fitness inc: 3.7333334201861135e-09 Fitness: 5.0848154949934e-06 Target average_minimum (weight 1.0): target val: -75.0, actual: -74.78669557852295, cost: 1.8873562879218042e-07, fitness inc: 1.8873562879218042e-07 Target average_maximum (weight 1.0): target val: 55.0, actual: 55.00866166962294, cost: 5.787015311398136e-10, fitness inc: 5.787015311398136e-10 Target min_peak_no (weight 1): target val: 3, actual: 3, cost: 0.0, fitness inc: 0.0 Target max_peak_no (weight 1.0): target val: 4, actual: 4, cost: 0.0, fitness inc: 0.0 Target mean_spike_frequency (weight 1): target val: 3.9999999999993836, actual: 4.003202562049023, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-08 Target first_spike_time (weight 1.0): target val: 62.50000000000062, actual: 62.50000000000062, cost: 0.0, fitness inc: 0.0 Target max_interspike_time (weight 1.0): target val: 250.00000000005684, actual: 249.8000000000568, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Target min_interspike_time (weight 1.0): target val: 250.00000000000193, actual: 249.8000000000019, cost: 1.493333301461064e-08, fitness inc: 1.493333301461064e-08 Fitness: 2.3413825156470836e-07 [65.08713957125326, 249.86495975965335, -10.003408025271458] : 1.1336480576495944e-07 Fittest individual: [65.08713957125326, 249.86495975965335, -10.003408025271458] : 1.1336480576495944e-07 >> Running individual: {'amp': 65.08713957125326, 'period': 249.86495975965335, 'offset': -10.003408025271458} Surrogate analysis { 'average_maximum': 55.0, 'average_minimum': -75.0, 'first_spike_time': 62.50000000000062, 'interspike_time_covar': 1.0348714532315371e-13, 'max_interspike_time': 250.00000000005684, 'max_peak_no': 4, 'mean_spike_frequency': 3.9999999999993836, 'min_interspike_time': 250.00000000000193, 'min_peak_no': 3, 'peak_decay_exponent': -3.517249985644568e-17, 'peak_linear_gradient': 3.5373390409898285e-17, 'spike_broadening': 1.0000000000000002, 'spike_frequency_adaptation': -1.7560457642888012e-06, 'spike_width_adaptation': -6.821016401736408e-08, 'trough_decay_exponent': 2.4551085061087107e-17, 'trough_phase_adaptation': 6.361476760577345e-08} Fittest analysis { 'average_maximum': 55.083712821441274, 'average_minimum': -75.09053291015766, 'first_spike_time': 62.50000000000062, 'interspike_time_covar': 0.0001886624283817172, 'max_interspike_time': 249.90000000005682, 'max_peak_no': 4, 'mean_spike_frequency': 4.002134471717634, 'min_interspike_time': 249.8000000000019, 'min_peak_no': 3, 'peak_decay_exponent': 4.6331315582777935e-08, 'peak_linear_gradient': -1.2967238255170832e-09, 'spike_broadening': 1.0000000091600745, 'spike_frequency_adaptation': -0.028588677210564982, 'spike_width_adaptation': -0.0034907721253526897, 'trough_decay_exponent': 3.371525681246925e-08, 'trough_phase_adaptation': -0.02442579714214998} >> Running individual: {'amp': 65, 'period': 250, 'offset': -10} Target data: {'value_200': -71.81867355918855, 'value_400': -48.07375757711509, 'value_812': 54.992609780270925} Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [61.474270095615104, 264.64006744199463, -3.2593248242520154] >>>>> [90.93120602657253, 155.01134368378973, -4.460382175451777] >>>>> [97.0357283807063, 219.86427391992262, -4.170753972384876] >>>>> [68.59716954267535, 176.04142287767888, 12.993970850921261] >>>>> [62.0384166926916, 180.32381859088775, -7.307726635527857] >>>>> [78.19460193140682, 261.7940528760929, 6.168477927306565] >>>>> [81.6886503498759, 200.74455310321636, -9.89679293260307] >>>>> [71.70516608330158, 239.51400347362866, -2.162762540866229] >>>>> [64.04181370683285, 267.5241444054051, -6.008628262177226] >>>>> [79.99071413461904, 224.4930618618813, -12.841510637554784] >>>>> [75.52244685390956, 169.78208698394445, 18.45181933101908] >>>>> [82.68840224378499, 229.02909205186745, 12.385011121520776] >>>>> [81.86354850791447, 181.74324531440493, -2.942559480938275] >>>>> [93.38837680438405, 232.4873221764226, 18.427619531483025] >>>>> [80.55590910834619, 177.35520410631042, -0.20473825975724225] >>>>> [98.15481114114799, 278.60094935231064, -14.125866265444259] >>>>> [95.88902735018986, 176.20099002099542, -19.680148231101434] >>>>> [68.99287568357023, 177.65085882334088, 19.20779862355836] >>>>> [98.71300831723843, 272.3780616906538, -14.302026700350673] >>>>> [71.22867402602432, 277.3274745998556, 17.405331527487938] >> Running individual: {'amp': 61.474270095615104, 'period': 264.64006744199463, 'offset': -3.2593248242520154} >> Running individual: {'amp': 90.93120602657253, 'period': 155.01134368378973, 'offset': -4.460382175451777} >> Running individual: {'amp': 97.0357283807063, 'period': 219.86427391992262, 'offset': -4.170753972384876} >> Running individual: {'amp': 68.59716954267535, 'period': 176.04142287767888, 'offset': 12.993970850921261} >> Running individual: {'amp': 62.0384166926916, 'period': 180.32381859088775, 'offset': -7.307726635527857} >> Running individual: {'amp': 78.19460193140682, 'period': 261.7940528760929, 'offset': 6.168477927306565} >> Running individual: {'amp': 81.6886503498759, 'period': 200.74455310321636, 'offset': -9.89679293260307} >> Running individual: {'amp': 71.70516608330158, 'period': 239.51400347362866, 'offset': -2.162762540866229} >> Running individual: {'amp': 64.04181370683285, 'period': 267.5241444054051, 'offset': -6.008628262177226} >> Running individual: {'amp': 79.99071413461904, 'period': 224.4930618618813, 'offset': -12.841510637554784} >> Running individual: {'amp': 75.52244685390956, 'period': 169.78208698394445, 'offset': 18.45181933101908} >> Running individual: {'amp': 82.68840224378499, 'period': 229.02909205186745, 'offset': 12.385011121520776} >> Running individual: {'amp': 81.86354850791447, 'period': 181.74324531440493, 'offset': -2.942559480938275} >> Running individual: {'amp': 93.38837680438405, 'period': 232.4873221764226, 'offset': 18.427619531483025} >> Running individual: {'amp': 80.55590910834619, 'period': 177.35520410631042, 'offset': -0.20473825975724225} >> Running individual: {'amp': 98.15481114114799, 'period': 278.60094935231064, 'offset': -14.125866265444259} >> Running individual: {'amp': 95.88902735018986, 'period': 176.20099002099542, 'offset': -19.680148231101434} >> Running individual: {'amp': 68.99287568357023, 'period': 177.65085882334088, 'offset': 19.20779862355836} >> Running individual: {'amp': 98.71300831723843, 'period': 272.3780616906538, 'offset': -14.302026700350673} >> Running individual: {'amp': 71.22867402602432, 'period': 277.3274745998556, 'offset': 17.405331527487938} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.69357068262752, fitness increment: 0.00022960671021410306 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.546757641673899, fitness increment: 0.016311989625244938 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 22.193219083771375, fitness increment: 0.008232082830400222 Fitness: 0.024773679165859264 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 83.5815446782319, fitness increment: 0.09848666463557132 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -48.17226622666074, fitness increment: 9.797366073982516e-08 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 86.19857695164359, fitness increment: 0.007457487540357577 Fitness: 0.10594425014958964 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.34406179153635, fitness increment: 0.001082109827471367 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -92.26770201514238, fitness increment: 0.01933773664424765 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -94.99230529250464, fitness increment: 0.14789584423920477 Fitness: 0.16831569071092378 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 64.7607088169433, fitness increment: 0.07781946914080573 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 80.95893563354196, fitness increment: 0.14390677238758143 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -31.386557254175752, fitness increment: 0.05443491812115764 Fitness: 0.2761611596495448 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 31.970880499080316, fitness increment: 0.04646704193253748 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 53.455666263691484, fitness increment: 0.09426405024307716 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -8.26490723014011, fitness increment: 0.029949310939535345 Fitness: 0.17068040311514998 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -71.72554749454886, fitness increment: 3.923236691072418e-08 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.2931682489858805, fitness increment: 0.016513384608082382 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.6424337603749, fitness increment: 4.261381324810465e-05 Fitness: 0.016556037653697397 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -11.800298655486657, fitness increment: 0.016034316149034278 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -13.95815457527809, fitness increment: 0.011614304350678895 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 12.619177406369438, fitness increment: 0.013664075868374037 Fitness: 0.04131269636808721 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.8768513522252, fitness increment: 0.00028524526785178583 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -64.91821445806741, fitness increment: 0.0028564875800329848 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 43.61983824444769, fitness increment: 0.0009969366772748511 Fitness: 0.004138669525159622 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -70.04313684867155, fitness increment: 1.4261169588469791e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -3.9239699631786533, fitness increment: 0.019299858392986313 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 7.9091371009235765, fitness increment: 0.016816654888105687 Fitness: 0.03613077445068047 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.48167159007813, fitness increment: 0.00031432961519262115 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -91.28571856170578, fitness increment: 0.018503645043953743 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -66.33816526132784, fitness increment: 0.10199709645442101 Fitness: 0.12081507111356737 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 86.37307443684202, fitness increment: 0.10169371521441795 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 78.0178597235863, fitness increment: 0.13831838358195936 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -55.54808172508088, fitness increment: 0.0861558215486814 Fitness: 0.3261679203450587 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -46.723329547938484, fitness increment: 0.002840879406531327 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -70.27813685353874, fitness increment: 0.00495314965936533 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -10.66660381688662, fitness increment: 0.03219205213868259 Fitness: 0.03998608120457925 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 45.36416789697887, fitness increment: 0.05848662601504773 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 74.9708308647883, fitness increment: 0.13258982444575085 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 13.763482764018903, fitness increment: 0.012945461941773484 Fitness: 0.20402191240257206 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -53.43128351137691, fitness increment: 0.0015271386491427785 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -73.31688915049574, fitness increment: 0.006392371786506534 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 22.983047978413516, fitness increment: 0.007843461711397937 Fitness: 0.01576297214704725 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 57.70810924808565, fitness increment: 0.07054248073746305 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 80.31458173215944, fitness increment: 0.14267765222349293 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -38.041809604710515, fitness increment: 0.0626008166030746 Fitness: 0.2758209495640306 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -110.287637085257, fitness increment: 0.006650055473080507 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 24.637319969904745, fitness increment: 0.050673113518422075 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -64.51265497390605, fitness increment: 0.09925328468713734 Fitness: 0.15657645367863993 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 52.27412141892527, fitness increment: 0.06512513578106438 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 75.48509001248453, fitness increment: 0.1335521206040039 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -79.7778847034298, fitness increment: 0.12291365117112496 Fitness: 0.32159090755619324 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 68.23887177650926, fitness increment: 0.0815063086357265 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 88.19918836351181, fitness increment: 0.1578882047532948 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -10.246462807835226, fitness increment: 0.031794445237935065 Fitness: 0.27118895862695636 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -112.53351604070951, fitness increment: 0.007443254843651603 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 5.302591384344524, fitness increment: 0.027960334471269888 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -26.191851714295872, fitness increment: 0.048391837334265775 Fitness: 0.08379542664918727 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -52.657838894507385, fitness increment: 0.0016580979114326766 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 42.80145282068403, fitness increment: 0.07696113982152997 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -13.896430176352272, fitness increment: 0.03532242975228661 Fitness: 0.11394166748524925 >>>>> Evaluating: >>>>> [78.69457151969328, 265.99763652200045, -11.492105832780375] >>>>> [60, 275.3589153334855, -7.831865524422447] >>>>> [81.70499097454167, 199.93564914258485, -10.19133772334086] >>>>> [71.18077274795847, 219.33466576203057, -7.605956480826892] >>>>> [88.1300424704568, 159.27255485311198, -5.865898504128034] >>>>> [67.46367425081336, 266.61099953045886, -5.99608439380794] >>>>> [86.55340267876088, 230.93562149379122, 16.084868483997653] >>>>> [84.72803272777814, 229.20915815129027, 13.554700411462655] >>>>> [61.20743522141793, 260.6546786103334, 5.505982305533646] >>>>> [79.63883478616088, 262.2518918789598, 1.4139633387087578] >> Running individual: {'amp': 78.69457151969328, 'period': 265.99763652200045, 'offset': -11.492105832780375} >> Running individual: {'amp': 60, 'period': 275.3589153334855, 'offset': -7.831865524422447} >> Running individual: {'amp': 81.70499097454167, 'period': 199.93564914258485, 'offset': -10.19133772334086} >> Running individual: {'amp': 71.18077274795847, 'period': 219.33466576203057, 'offset': -7.605956480826892} >> Running individual: {'amp': 88.1300424704568, 'period': 159.27255485311198, 'offset': -5.865898504128034} >> Running individual: {'amp': 67.46367425081336, 'period': 266.61099953045886, 'offset': -5.99608439380794} >> Running individual: {'amp': 86.55340267876088, 'period': 230.93562149379122, 'offset': 16.084868483997653} >> Running individual: {'amp': 84.72803272777814, 'period': 229.20915815129027, 'offset': 13.554700411462655} >> Running individual: {'amp': 61.20743522141793, 'period': 260.6546786103334, 'offset': 5.505982305533646} >> Running individual: {'amp': 79.63883478616088, 'period': 262.2518918789598, 'offset': 1.4139633387087578} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -90.18114986488939, fitness increment: 0.001523009400061115 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -13.17154309586566, fitness increment: 0.012149484296374635 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 13.896788967065838, fitness increment: 0.012862959168902899 Fitness: 0.02653545286533865 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -67.16923945241493, fitness increment: 9.778218818079498e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 9.88751387753527, fitness increment: 0.03280576384375544 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -26.90436220447347, fitness increment: 0.04920300357378493 Fitness: 0.08210654960572117 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -10.026106446310308, fitness increment: 0.016979968084801622 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -10.117641369033466, fitness increment: 0.014336816199352564 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 20.27088299685775, fitness increment: 0.00921615293216782 Fitness: 0.04053293721632201 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -45.04591216807588, fitness increment: 0.003232082306999784 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.38172192107362, fitness increment: 0.005454987765202479 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -75.52719005722638, fitness increment: 0.1161689767981191 Fitness: 0.12485604687032137 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 82.20744883245492, fitness increment: 0.09692072735527235 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -11.836364076165715, fitness increment: 0.013084422376699156 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.832522940902074, fitness increment: 0.0007958243157732969 Fitness: 0.1108009740477448 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -73.45972598855596, fitness increment: 1.2182646642266981e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -5.969852044314908, fitness increment: 0.01758333033737558 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 12.931776286114872, fitness increment: 0.013465918047338321 Fitness: 0.031061431031356168 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -48.463578939137136, fitness increment: 0.0024614723764908586 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -69.89397194139217, fitness increment: 0.004784053184259784 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 7.561415639116756, fitness increment: 0.017061707646893187 Fitness: 0.02430723320764383 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -47.266462582813105, fitness increment: 0.0027195718452845963 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.12626288141794, fitness increment: 0.005336702598620735 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -8.638166171727182, fitness increment: 0.030293054708217304 Fitness: 0.038349329152122635 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.340264325656136, fitness increment: 0.0012268725311703754 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.55076388821025, fitness increment: 0.016308817374849793 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.93964613457646, fitness increment: 0.000631938976943025 Fitness: 0.018167628882963194 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -77.97441671223072, fitness increment: 0.00017139121856601935 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -10.97996192388816, fitness increment: 0.013701607506932723 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 46.54053009394238, fitness increment: 0.0005508787003449811 Fitness: 0.014423877425843723 >>>>> Evaluating: >>>>> [79.26793571896143, 218.1881166230861, -2.773580539986755] >>>>> [81.38670576177942, 265.7702136620071, -7.645062877770552] >>>>> [91.60485629478212, 242.20695364011624, 18.125249460761125] >>>>> [84.44849980507131, 234.09817001592614, 0.2911820514214164] >>>>> [88.869662239076, 153.4147000805162, -5.85883455217828] >>>>> [84.89210937840595, 175.05288729477115, -7.465287770827202] >>>>> [65.3924232268113, 204.42682622643707, 0.19426929249927571] >>>>> [90.44028598409733, 180.30765031333735, -4.837781173981064] >>>>> [71.70516608330158, 239.33617717101927, -2.162762540866229] >>>>> [72.78280785847461, 239.51400347362866, -1.7350386588635733] >> Running individual: {'amp': 79.26793571896143, 'period': 218.1881166230861, 'offset': -2.773580539986755} >> Running individual: {'amp': 81.38670576177942, 'period': 265.7702136620071, 'offset': -7.645062877770552} >> Running individual: {'amp': 91.60485629478212, 'period': 242.20695364011624, 'offset': 18.125249460761125} >> Running individual: {'amp': 84.44849980507131, 'period': 234.09817001592614, 'offset': 0.2911820514214164} >> Running individual: {'amp': 88.869662239076, 'period': 153.4147000805162, 'offset': -5.85883455217828} >> Running individual: {'amp': 84.89210937840595, 'period': 175.05288729477115, 'offset': -7.465287770827202} >> Running individual: {'amp': 65.3924232268113, 'period': 204.42682622643707, 'offset': 0.19426929249927571} >> Running individual: {'amp': 90.44028598409733, 'period': 180.30765031333735, 'offset': -4.837781173981064} >> Running individual: {'amp': 71.70516608330158, 'period': 239.33617717101927, 'offset': -2.162762540866229} >> Running individual: {'amp': 72.78280785847461, 'period': 239.51400347362866, 'offset': -1.7350386588635733} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -42.41896142087534, fitness increment: 0.003894873502647944 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.54858578227177, fitness increment: 0.005532939166103978 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -80.7383436182633, fitness increment: 0.12445300453132391 Fitness: 0.13388081720007583 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -89.02148755247377, fitness increment: 0.0013369648453124272 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -10.03960176972197, fitness increment: 0.014394981652835592 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 19.87299988198578, fitness increment: 0.009426580077820046 Fitness: 0.025158526575968065 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.300996273901205, fitness increment: 0.00032809670972200333 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.34407336618008, fitness increment: 0.0006900888767927826 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 91.5209932254505, fitness increment: 0.01019015522310307 Fitness: 0.011208340809617856 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -66.64950201821253, fitness increment: 0.00012086245791198547 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -81.26940803004558, fitness increment: 0.011003172241802694 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 17.050779221805183, fitness increment: 0.010985187671935792 Fitness: 0.022109222371650472 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 78.0081425451062, fitness increment: 0.09218851126581618 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -61.05721866502988, fitness increment: 0.0016990380227308588 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 79.90632462739414, fitness increment: 0.004766177695237794 Fitness: 0.09865372698378483 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 58.79105112059125, fitness increment: 0.07164212812497683 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 75.44556326769778, fitness increment: 0.13347809055085413 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -72.19992363224806, fitness increment: 0.11097049748784238 Fitness: 0.31609071616367335 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -8.675678598366805, fitness increment: 0.017716952837169675 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -17.575181815146824, fitness increment: 0.009303797795332303 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -11.415819766429621, fitness increment: 0.03290659645896021 Fitness: 0.05992734709146219 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 52.466738476066624, fitness increment: 0.06531425225438736 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 83.76648437723608, fitness increment: 0.14929217856214194 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: -6.462562578930629, fitness increment: 0.02831461603181351 Fitness: 0.24292104684834281 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.734057535159636, fitness increment: 0.0002955918319319517 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -65.18669510328338, fitness increment: 0.002948000721800459 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 42.74082012949404, fitness increment: 0.00115681656334643 Fitness: 0.004400409117078841 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.37661545822327, fitness increment: 0.0002504836257595233 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -65.43362898993126, fitness increment: 0.003033431903824324 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.73561915047296, fitness increment: 0.0008110649949938376 Fitness: 0.004094980524577685 >>>>> Evaluating: >>>>> [88.1607973587985, 182.90417438851358, 16.40669378488395] >>>>> [90.49827274890714, 201.24759188816324, 5.813905014289823] >>>>> [84.7136680106918, 244.53590910326443, 15.327136464556684] >>>>> [63.09250680899623, 249.65860574190654, 5.558162515526889] >>>>> [87.64030284524904, 236.5753565284602, 10.251313429313566] >>>>> [80.02064135567733, 236.65535467983256, 11.532724496697305] >>>>> [64.9988253888842, 257.9271917591769, -1.2127450783578242] >>>>> [61.338053328188465, 245.3483792659329, 5.1149504533511445] >>>>> [78.19460193140682, 261.7940528760929, 3.6812017252977625] >>>>> [78.73902914658647, 261.7940528760929, 5.962207722290739] >> Running individual: {'amp': 88.1607973587985, 'period': 182.90417438851358, 'offset': 16.40669378488395} >> Running individual: {'amp': 90.49827274890714, 'period': 201.24759188816324, 'offset': 5.813905014289823} >> Running individual: {'amp': 84.7136680106918, 'period': 244.53590910326443, 'offset': 15.327136464556684} >> Running individual: {'amp': 63.09250680899623, 'period': 249.65860574190654, 'offset': 5.558162515526889} >> Running individual: {'amp': 87.64030284524904, 'period': 236.5753565284602, 'offset': 10.251313429313566} >> Running individual: {'amp': 80.02064135567733, 'period': 236.65535467983256, 'offset': 11.532724496697305} >> Running individual: {'amp': 64.9988253888842, 'period': 257.9271917591769, 'offset': -1.2127450783578242} >> Running individual: {'amp': 61.338053328188465, 'period': 245.3483792659329, 'offset': 5.1149504533511445} >> Running individual: {'amp': 78.19460193140682, 'period': 261.7940528760929, 'offset': 3.6812017252977625} >> Running individual: {'amp': 78.73902914658647, 'period': 261.7940528760929, 'offset': 5.962207722290739} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 65.25659764787906, fitness increment: 0.0783412345660568 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: 97.61954067679133, fitness increment: 0.17648617534543976 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 49.407899503024275, fitness increment: 0.00024058299301432662 Fitness: 0.2550679929045109 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: 2.28977287332352, fitness increment: 0.02424260554312052 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -1.510667610638797, fitness increment: 0.021421018489965582 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 25.185734360024593, fitness increment: 0.006808228792476112 Fitness: 0.052471852825562215 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.7986507706961, fitness increment: 0.00045398576553046244 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -48.33798594987405, fitness increment: 7.048865783287894e-07 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 91.9405173060108, fitness increment: 0.010423111038821875 Fitness: 0.010877801690930666 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.310950046402176, fitness increment: 0.0013847124438486347 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -32.097561120311326, fitness increment: 0.0025703348960075534 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.64548191789468, fitness increment: 0.0014361242684104436 Fitness: 0.005391171608266632 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.1113019118297, fitness increment: 0.00042610854519187225 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -71.30945999002624, fitness increment: 0.005421398975204994 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 46.62370497208639, fitness increment: 0.000540095745794611 Fitness: 0.006387603266191477 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.6194599972953, fitness increment: 0.001336406016489211 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.83133871672985, fitness increment: 0.0021940024921431878 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.27260210440024, fitness increment: 0.0007284250524540736 Fitness: 0.0042588335610864725 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -65.38474984948408, fitness increment: 0.00018722874217547147 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -21.468355003481882, fitness increment: 0.0070959021752278195 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 50.83624120402508, fitness increment: 0.0001332718255708798 Fitness: 0.007416402742974171 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -51.1526785801362, fitness increment: 0.0019283079993717145 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -39.57935847269942, fitness increment: 0.0007279636699282221 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.26232250806135, fitness increment: 0.0004075919258869076 Fitness: 0.0030638635951868443 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -74.21282369655766, fitness increment: 2.5929463308149714e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -9.780444450994683, fitness increment: 0.01458894752403983 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 50.15515755836609, fitness increment: 0.0001805190736254847 Fitness: 0.014795396060973465 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -72.47415216117821, fitness increment: 1.943650700719779e-06 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -7.593164700551586, fitness increment: 0.016275261277598374 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.75973686768023, fitness increment: 3.846621271363926e-05 Fitness: 0.016315671141012733 >>>>> Evaluating: >>>>> [77.26049514676609, 245.3919565440236, 5.948308393599714] >>>>> [72.92301468592564, 237.6221200016607, 9.520312845254859] >>>>> [71.3361414230753, 239.7622577397388, -0.39628077564923897] >>>>> [67.64980312557353, 239.1643616241979, 3.1011698450285623] >>>>> [82.03457382982619, 243.36233678511525, 13.93699917018126] >>>>> [80.82248727588617, 240.80612287933334, 13.108153163962003] >>>>> [74.2970637859032, 263.398322942374, -0.6800281186203001] >>>>> [73.97051082484748, 254.6719016446017, -0.18374334887028798] >>>>> [82.85828236936501, 244.96654356158825, 7.611780081791142] >>>>> [83.97832914248445, 260.02478092053104, 8.326656149647594] >> Running individual: {'amp': 77.26049514676609, 'period': 245.3919565440236, 'offset': 5.948308393599714} >> Running individual: {'amp': 72.92301468592564, 'period': 237.6221200016607, 'offset': 9.520312845254859} >> Running individual: {'amp': 71.3361414230753, 'period': 239.7622577397388, 'offset': -0.39628077564923897} >> Running individual: {'amp': 67.64980312557353, 'period': 239.1643616241979, 'offset': 3.1011698450285623} >> Running individual: {'amp': 82.03457382982619, 'period': 243.36233678511525, 'offset': 13.93699917018126} >> Running individual: {'amp': 80.82248727588617, 'period': 240.80612287933334, 'offset': 13.108153163962003} >> Running individual: {'amp': 74.2970637859032, 'period': 263.398322942374, 'offset': -0.6800281186203001} >> Running individual: {'amp': 73.97051082484748, 'period': 254.6719016446017, 'offset': -0.18374334887028798} >> Running individual: {'amp': 82.85828236936501, 'period': 244.96654356158825, 'offset': 7.611780081791142} >> Running individual: {'amp': 83.97832914248445, 'period': 260.02478092053104, 'offset': 8.326656149647594} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.95350307780522, fitness increment: 0.00021316313228092465 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.251649905343555, fitness increment: 4.7886451933321084e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 78.03342690356055, fitness increment: 0.0040793279892343826 Fitness: 0.004340377573448628 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -51.63662155066662, fitness increment: 0.0018392178372672596 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.021696181972054, fitness increment: 0.00080771046964212 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.94102828088381, fitness increment: 0.0006317461530817026 Fitness: 0.003278674459991082 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.989175498672125, fitness increment: 0.00043689283947534463 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.4502239946002, fitness increment: 0.002082378384747896 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 46.350301097298505, fitness increment: 0.0005759403063939628 Fitness: 0.0030952115306172034 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.85669925609965, fitness increment: 0.001299840148628717 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.600030121372924, fitness increment: 0.0007334329651726978 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.65263672405552, fitness increment: 0.0008242307863007836 Fitness: 0.0028575039001021985 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.88586817115472, fitness increment: 0.0006437355307892245 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.31947715556333, fitness increment: 5.091544978952367e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 84.23667094415478, fitness increment: 0.006555219280169555 Fitness: 0.007249870260748303 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.58371406042275, fitness increment: 0.0009158336019166047 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.314791629062086, fitness increment: 0.0005290929609841344 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 71.46884416346705, fitness increment: 0.00209013992465934 Fitness: 0.003535066487560079 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -74.8501135745555, fitness increment: 4.157018237471721e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -9.172945961445544, fitness increment: 0.015048486527212024 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 36.092093700005, fitness increment: 0.002748654042466492 Fitness: 0.017838710752053233 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -72.33978847328483, fitness increment: 1.22848115180485e-06 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -31.786337065525213, fitness increment: 0.002671182946056505 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.24883242331285, fitness increment: 0.001354001886965217 Fitness: 0.004026413314173527 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -68.1313656596538, fitness increment: 6.150269155547061e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.6615065067233, fitness increment: 0.0003151356470988409 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 83.79317764590951, fitness increment: 0.006359158650944385 Fitness: 0.006735796989598697 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -75.04403015133771, fitness increment: 4.705838967788978e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -11.498419609238844, fitness increment: 0.013326339633575879 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 66.7283401217756, fitness increment: 0.0010615173874694017 Fitness: 0.01443491541072317 >>>>> Evaluating: >>>>> [71.88283427527668, 240.85373585440192, -2.162762540866229] >>>>> [71.70516608330158, 238.86119056672408, -2.162762540866229] >>>>> [77.31095153126802, 248.41540462620418, 7.863214381151157] >>>>> [85.85610877717929, 249.79022585275862, 0.6294016002940455] >>>>> [72.29709882202724, 239.68794557478418, 0.4604760048735992] >>>>> [72.91022927162766, 240.11740301600665, 7.252786869158184] >>>>> [82.88180851018272, 254.19271563876435, 3.2875325586753057] >>>>> [77.8828283156184, 248.33863553413838, 4.213791037258393] >>>>> [72.92301468592564, 237.6221200016607, 9.053941368070301] >>>>> [72.92301468592564, 238.9312572921571, 9.30227642833957] >> Running individual: {'amp': 71.88283427527668, 'period': 240.85373585440192, 'offset': -2.162762540866229} >> Running individual: {'amp': 71.70516608330158, 'period': 238.86119056672408, 'offset': -2.162762540866229} >> Running individual: {'amp': 77.31095153126802, 'period': 248.41540462620418, 'offset': 7.863214381151157} >> Running individual: {'amp': 85.85610877717929, 'period': 249.79022585275862, 'offset': 0.6294016002940455} >> Running individual: {'amp': 72.29709882202724, 'period': 239.68794557478418, 'offset': 0.4604760048735992} >> Running individual: {'amp': 72.91022927162766, 'period': 240.11740301600665, 'offset': 7.252786869158184} >> Running individual: {'amp': 82.88180851018272, 'period': 254.19271563876435, 'offset': 3.2875325586753057} >> Running individual: {'amp': 77.8828283156184, 'period': 248.33863553413838, 'offset': 4.213791037258393} >> Running individual: {'amp': 72.92301468592564, 'period': 237.6221200016607, 'offset': 9.053941368070301} >> Running individual: {'amp': 72.92301468592564, 'period': 238.9312572921571, 'offset': 9.30227642833957} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -65.07142198668583, fitness increment: 0.00020590476624393617 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.93850047755363, fitness increment: 0.002225910372027462 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 49.950539978706814, fitness increment: 0.0001961104127463642 Fitness: 0.0026279255510177624 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.34699978525151, fitness increment: 0.000324563362602337 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -65.88688011862428, fitness increment: 0.003193387848104745 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 40.33170756499564, fitness increment: 0.0016556551365835004 Fitness: 0.0051736063472905824 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.86020148955632, fitness increment: 0.00021899524425406103 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -41.34307486176425, fitness increment: 0.00045717270230960505 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 84.66278474772106, fitness increment: 0.006746344449427344 Fitness: 0.00742251239599101 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -80.91188759960043, fitness increment: 0.0003739163307344695 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.24636304765663, fitness increment: 4.765425540265156e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 86.48532878611128, fitness increment: 0.007594125451375944 Fitness: 0.008015696037513065 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.90277667064467, fitness increment: 0.0004446035214088484 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.54492125607543, fitness increment: 0.002109843766369801 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.4755025766977, fitness increment: 0.0004357930585534575 Fitness: 0.002990240346332107 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.982445016992656, fitness increment: 0.0011332170970665967 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.60538795225393, fitness increment: 0.0005723872982418277 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.74005826039019, fitness increment: 2.3559531676875523e-05 Fitness: 0.0017291639269852999 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -77.3880138392694, fitness increment: 0.00014029706910556605 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -33.50980791356584, fitness increment: 0.002136928230206503 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 81.0974684189771, fitness increment: 0.005230381041753107 Fitness: 0.007507606341065176 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -69.00614818739494, fitness increment: 3.578321706132481e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -45.54406707389616, fitness increment: 6.460518422279904e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 81.52312479366206, fitness increment: 0.005401412235842118 Fitness: 0.005501800637126242 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -52.10299302785117, fitness increment: 0.0017553453122686191 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.48806765915661, fitness increment: 0.0008940240484784923 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 45.47465680369926, fitness increment: 0.0006984764752118178 Fitness: 0.003347845835958929 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -52.979713115858914, fitness increment: 0.0016029470796966594 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.400691058665416, fitness increment: 0.0005417136981388238 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.885496400242445, fitness increment: 3.425540108614733e-05 Fitness: 0.0021789161789216305 >>>>> Evaluating: >>>>> [79.69662596720887, 249.14905572250933, 7.2032577978082335] >>>>> [79.01312089851224, 239.90085270558612, 5.819230879659543] >>>>> [73.13610314652774, 251.6384206509814, 2.766617847616837] >>>>> [75.40329263392441, 244.67022098872263, 5.551526788110406] >>>>> [71.87581513737688, 240.06595223930736, 8.808114991549795] >>>>> [70.51258803187444, 239.26737376795177, 9.421130890387206] >>>>> [77.65679589925136, 239.581030517807, 8.831083834957491] >>>>> [79.42854548011093, 240.45631007445684, 0.18371634874735132] >>>>> [72.90104750842477, 249.1948243405577, -0.5712180747457989] >>>>> [72.80425530161469, 239.36492667461692, -0.9160974578241624] >> Running individual: {'amp': 79.69662596720887, 'period': 249.14905572250933, 'offset': 7.2032577978082335} >> Running individual: {'amp': 79.01312089851224, 'period': 239.90085270558612, 'offset': 5.819230879659543} >> Running individual: {'amp': 73.13610314652774, 'period': 251.6384206509814, 'offset': 2.766617847616837} >> Running individual: {'amp': 75.40329263392441, 'period': 244.67022098872263, 'offset': 5.551526788110406} >> Running individual: {'amp': 71.87581513737688, 'period': 240.06595223930736, 'offset': 8.808114991549795} >> Running individual: {'amp': 70.51258803187444, 'period': 239.26737376795177, 'offset': 9.421130890387206} >> Running individual: {'amp': 77.65679589925136, 'period': 239.581030517807, 'offset': 8.831083834957491} >> Running individual: {'amp': 79.42854548011093, 'period': 240.45631007445684, 'offset': 0.18371634874735132} >> Running individual: {'amp': 72.90104750842477, 'period': 249.1948243405577, 'offset': -0.5712180747457989} >> Running individual: {'amp': 72.80425530161469, 'period': 239.36492667461692, 'offset': -0.9160974578241624} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -68.15878996549965, fitness increment: 6.059129789715012e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -41.668399555332655, fitness increment: 0.00041406412333344633 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 86.78106439269217, fitness increment: 0.007736313367905812 Fitness: 0.008210968789136408 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.52248859020912, fitness increment: 0.00039078851189455754 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.675549062626615, fitness increment: 0.0021480236253865748 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.32623555295225, fitness increment: 8.573626856223093e-05 Fitness: 0.0026245484058433632 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -67.49222994934992, fitness increment: 8.466956876396203e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -36.10493449600571, fitness increment: 0.00144422835768665 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 75.10385733471279, fitness increment: 0.0031109495910990326 Fitness: 0.0046398475175496445 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.18554196287279, fitness increment: 0.0003370484581833866 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.835061342032176, fitness increment: 7.697604361078803e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 74.10878691900427, fitness increment: 0.0028115606204835997 Fitness: 0.0032255851222777743 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -53.48979763814018, fitness increment: 0.0015174492241302184 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.23977852887464, fitness increment: 0.00026937418281136605 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.35244313746865, fitness increment: 4.296473487119812e-05 Fitness: 0.0018297881418127826 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -51.07149616021374, fitness increment: 0.0019434582355201124 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.65585290028948, fitness increment: 0.00021193214604930954 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.24011612237191, fitness increment: 2.369576549865471e-05 Fitness: 0.0021790861470680767 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.06332842817583, fitness increment: 0.0008552113116828686 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.02260361921281, fitness increment: 0.0012088489315891238 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.76895668367703, fitness increment: 0.00011001809149568942 Fitness: 0.0021740783347676818 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -68.99463064719748, fitness increment: 3.60768774209097e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -67.69311216757141, fitness increment: 0.003871199711485862 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.81743810633253, fitness increment: 5.249198289369872e-06 Fitness: 0.003912525787196142 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -69.5292271793233, fitness increment: 2.371115345234376e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -45.1689435256165, fitness increment: 8.518445002636543e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 72.23559132802612, fitness increment: 0.0022887466519472266 Fitness: 0.002397642255425936 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.45466942351254, fitness increment: 0.0003163683902918102 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -64.86221883792689, fitness increment: 0.00283758144191093 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 44.82092320073519, fitness increment: 0.0007976410832126746 Fitness: 0.003951590915415415 >>>>> Evaluating: >>>>> [72.6217345445707, 240.87732219157044, 0.9573683428725291] >>>>> [67.44735601353194, 239.3404913729487, 0.3245568841821478] >>>>> [69.18106966288704, 241.4001327711127, -0.2549990180047814] >>>>> [72.0399978444445, 237.95576848615545, 2.121821749969768] >>>>> [73.07527338843781, 241.29548565770696, 5.609773762949935] >>>>> [75.28349822167387, 240.1471153931203, 4.605037108882657] >>>>> [72.3625125308446, 237.29495799184465, 6.2215236938420135] >>>>> [70.9994395576892, 238.87146510308736, 5.292232123424629] >>>>> [80.33005531751878, 246.41819604741096, 1.3910058632324538] >>>>> [75.16783799993713, 246.2672816405204, -0.42535403721364845] >> Running individual: {'amp': 72.6217345445707, 'period': 240.87732219157044, 'offset': 0.9573683428725291} >> Running individual: {'amp': 67.44735601353194, 'period': 239.3404913729487, 'offset': 0.3245568841821478} >> Running individual: {'amp': 69.18106966288704, 'period': 241.4001327711127, 'offset': -0.2549990180047814} >> Running individual: {'amp': 72.0399978444445, 'period': 237.95576848615545, 'offset': 2.121821749969768} >> Running individual: {'amp': 73.07527338843781, 'period': 241.29548565770696, 'offset': 5.609773762949935} >> Running individual: {'amp': 75.28349822167387, 'period': 240.1471153931203, 'offset': 4.605037108882657} >> Running individual: {'amp': 72.3625125308446, 'period': 237.29495799184465, 'offset': 6.2215236938420135} >> Running individual: {'amp': 70.9994395576892, 'period': 238.87146510308736, 'offset': 5.292232123424629} >> Running individual: {'amp': 80.33005531751878, 'period': 246.41819604741096, 'offset': 1.3910058632324538} >> Running individual: {'amp': 75.16783799993713, 'period': 246.2672816405204, 'offset': -0.42535403721364845} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.61588655710113, fitness increment: 0.0003829785136745256 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.40345113867407, fitness increment: 0.0015324952890261034 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.709980109232646, fitness increment: 1.269302619399948e-05 Fitness: 0.0019281668288946285 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.59394264657546, fitness increment: 0.000914519126317348 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.950963466739616, fitness increment: 0.001193100092247823 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 42.58199156129651, fitness increment: 0.0011869683971942324 Fitness: 0.0032945876157594034 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.19025510247771, fitness increment: 0.000510760658710474 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.8578897587398, fitness increment: 0.0009655743567824615 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.12544964527423, fitness increment: 6.342266377312722e-05 Fitness: 0.0015397576792660628 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.58385936421002, fitness increment: 0.0007917603142140184 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -63.17028645632546, fitness increment: 0.002295708233178262 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 39.96362730916934, fitness increment: 0.0017396868705510382 Fitness: 0.0048271554179433185 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.67725335312496, fitness increment: 0.0007806340186268246 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.41765109387884, fitness increment: 0.0005442231001867581 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.49891265687606, fitness increment: 0.00023387657960505237 Fitness: 0.001558733698418635 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.71278867397504, fitness increment: 0.0005576556499862217 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.24976603883839, fitness increment: 0.0014945861502438929 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.84829428356598, fitness increment: 5.649278752239972e-06 Fitness: 0.0020578910789823546 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.1763628256004, fitness increment: 0.001406053639269711 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.23356059273591, fitness increment: 0.0014906163372883086 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 40.491178537484835, fitness increment: 0.001619890952569203 Fitness: 0.004516560929127222 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.298202626310086, fitness increment: 0.0012331360590800422 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.78997338847651, fitness increment: 0.000952228569904956 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.4209856102504, fitness increment: 0.0004421342544568274 Fitness: 0.0026274988834418256 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -72.99152979187484, fitness increment: 6.222843564107627e-06 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.63877130507583, fitness increment: 0.0004349536555020572 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 78.55879734869613, fitness increment: 0.0042666775775682675 Fitness: 0.004707854076634432 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -69.93883111830625, fitness increment: 1.598593283247407e-05 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.190064629744164, fitness increment: 0.000264215982998528 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 71.51270626138296, fitness increment: 0.0021012598267240445 Fitness: 0.0023814617425550466 >>>>> Evaluating: >>>>> [75.58936864667608, 241.08412872345428, 4.8116925672618756] >>>>> [77.03222080132367, 239.9420775358966, 6.339155632111558] >>>>> [79.26147111336242, 239.73770743962297, 8.136321437831723] >>>>> [70.60912801962276, 241.13557264737088, 6.469757912117137] >>>>> [78.13318380087965, 239.86271143404156, 4.850227785155176] >>>>> [79.14388213397476, 242.1792357711442, 8.794924701293779] >>>>> [73.04021411332153, 240.45934540407112, 5.280376257694095] >>>>> [73.02451434828897, 241.08626834451414, 6.654283469626657] >>>>> [71.45718728865475, 241.48094789782337, 0.998379228225918] >>>>> [70.53120357503491, 240.0313479367957, 1.1686507954309202] >> Running individual: {'amp': 75.58936864667608, 'period': 241.08412872345428, 'offset': 4.8116925672618756} >> Running individual: {'amp': 77.03222080132367, 'period': 239.9420775358966, 'offset': 6.339155632111558} >> Running individual: {'amp': 79.26147111336242, 'period': 239.73770743962297, 'offset': 8.136321437831723} >> Running individual: {'amp': 70.60912801962276, 'period': 241.13557264737088, 'offset': 6.469757912117137} >> Running individual: {'amp': 78.13318380087965, 'period': 239.86271143404156, 'offset': 4.850227785155176} >> Running individual: {'amp': 79.14388213397476, 'period': 242.1792357711442, 'offset': 8.794924701293779} >> Running individual: {'amp': 73.04021411332153, 'period': 240.45934540407112, 'offset': 5.280376257694095} >> Running individual: {'amp': 73.02451434828897, 'period': 241.08626834451414, 'offset': 6.654283469626657} >> Running individual: {'amp': 71.45718728865475, 'period': 241.48094789782337, 'offset': 0.998379228225918} >> Running individual: {'amp': 70.53120357503491, 'period': 240.0313479367957, 'offset': 1.1686507954309202} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.5222942157357, fitness increment: 0.00047936118056990384 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.69226695593595, fitness increment: 0.0011370868719947635 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.65466681239873, fitness increment: 0.00024729150229008123 Fitness: 0.0018637395548547486 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.32396772905123, fitness increment: 0.0005973628903139794 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.3692119045497, fitness increment: 0.001524008662353249 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.73974322849669, fitness increment: 5.8224041905252655e-05 Fitness: 0.002179595594572481 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.27797251897043, fitness increment: 0.0006021501768459503 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.85363218153408, fitness increment: 0.0016462594526919228 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.945799896647706, fitness increment: 0.0001892587284436642 Fitness: 0.0024376683579815372 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.53139273846335, fitness increment: 0.0011986112019466422 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.76491038963704, fitness increment: 0.00022213823827732515 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.84778313089381, fitness increment: 0.00011465847161229448 Fitness: 0.0015354079118362618 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.69771244801816, fitness increment: 0.00037620089217893504 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.94653042743807, fitness increment: 0.002228310539612033 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.574767990839426, fitness increment: 1.9313436466328326e-05 Fitness: 0.002623824868257296 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.53339667421447, fitness increment: 0.00047832845368178667 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.59904132604973, fitness increment: 0.00057142359649065 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 72.09233133394572, fitness increment: 0.002250958668321701 Fitness: 0.0033007107184941376 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.3364165506535, fitness increment: 0.0008216185920194574 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.13220590971209, fitness increment: 0.0008277679864389098 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.453511168465475, fitness increment: 1.646655604037317e-05 Fitness: 0.0016658531344987404 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.43051686853547, fitness increment: 0.0009356336064445525 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.69123284403037, fitness increment: 0.0004419298435978103 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.61166790775928, fitness increment: 0.00024355070346393504 Fitness: 0.0016211141535062978 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.00054627591809, fitness increment: 0.0004358830679467296 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.36148379080556, fitness increment: 0.0010674206993557256 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.430956325638164, fitness increment: 1.482527154927915e-06 Fitness: 0.001504786294457383 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.93726417996743, fitness increment: 0.000638205713676343 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.77213508910984, fitness increment: 0.0013797876816999954 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 48.64527308599478, fitness increment: 0.00031075363464594385 Fitness: 0.0023287470300222823 >>>>> Evaluating: >>>>> [70.14698327257084, 241.42126438858065, -0.43847480396977034] >>>>> [68.98856434721785, 239.9996688414733, 1.2031232317965743] >>>>> [73.47401533303639, 244.18631049971762, 3.3074240585270642] >>>>> [74.52778187056812, 244.76396848256434, 6.1203859302062895] >>>>> [75.7183994788969, 240.98984013415068, 4.823841403058622] >>>>> [76.56498208668586, 239.12340292991576, 8.313845737039328] >>>>> [75.19024653865671, 239.85560942277678, 2.8633012109557647] >>>>> [75.77563056893382, 241.22741557990514, 4.463722721928858] >>>>> [72.52842699878806, 241.0886218022826, 4.72776532120934] >>>>> [73.42540642510104, 240.44425668955364, 5.408227693244311] >> Running individual: {'amp': 70.14698327257084, 'period': 241.42126438858065, 'offset': -0.43847480396977034} >> Running individual: {'amp': 68.98856434721785, 'period': 239.9996688414733, 'offset': 1.2031232317965743} >> Running individual: {'amp': 73.47401533303639, 'period': 244.18631049971762, 'offset': 3.3074240585270642} >> Running individual: {'amp': 74.52778187056812, 'period': 244.76396848256434, 'offset': 6.1203859302062895} >> Running individual: {'amp': 75.7183994788969, 'period': 240.98984013415068, 'offset': 4.823841403058622} >> Running individual: {'amp': 76.56498208668586, 'period': 239.12340292991576, 'offset': 8.313845737039328} >> Running individual: {'amp': 75.19024653865671, 'period': 239.85560942277678, 'offset': 2.8633012109557647} >> Running individual: {'amp': 75.77563056893382, 'period': 241.22741557990514, 'offset': 4.463722721928858} >> Running individual: {'amp': 72.52842699878806, 'period': 241.0886218022826, 'offset': 4.72776532120934} >> Running individual: {'amp': 73.42540642510104, 'period': 240.44425668955364, 'offset': 5.408227693244311} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.239642449822796, fitness increment: 0.0004149205625983976 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.810205505898196, fitness increment: 0.0011624566043079154 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.75798322334647, fitness increment: 3.8526654976167585e-05 Fitness: 0.0016159038218824806 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.54247684876342, fitness increment: 0.0007967154442910518 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.45271615485019, fitness increment: 0.0010864159263557216 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.49804525977674, fitness increment: 0.00043318435148809176 Fitness: 0.002316315722134865 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.36003440980481, fitness increment: 0.00032356569926472734 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.61776789645648, fitness increment: 0.0002084244854476669 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.78996460496654, fitness increment: 0.0014666361018790264 Fitness: 0.0019986262865914206 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.87871241998574, fitness increment: 0.00044676313387348454 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.416439448314335, fitness increment: 1.8201156866126667e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 74.12725094869771, fitness increment: 0.0028169792250032355 Fitness: 0.0032819435157428467 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.549199163280775, fitness increment: 0.00047686045786499154 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.95546392678572, fitness increment: 0.001194086411197337 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.33774358297496, fitness increment: 0.0002203888215182026 Fitness: 0.0018913356905805312 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.24639170083758, fitness increment: 0.0009597102968071924 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.31972211331228, fitness increment: 0.0012752633337974606 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.12008186350119, fitness increment: 1.253713310944704e-07 Fitness: 0.0022350990019357475 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.13453892551112, fitness increment: 0.0004240718568495616 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -62.39143747147084, fitness increment: 0.0020654182813814037 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.60410484177339, fitness increment: 4.4015059737056994e-05 Fitness: 0.0025335051979680223 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.14589061846236, fitness increment: 0.0004230786702041911 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.94105481150771, fitness increment: 0.0011909299466901224 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.081747822715286, fitness increment: 0.0002859930905304564 Fitness: 0.00190000170742477 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.92344826014676, fitness increment: 0.0007516805640105373 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.19700088328924, fitness increment: 0.0006657793628134234 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.328687274572374, fitness increment: 8.58624139180586e-05 Fitness: 0.0015033223407420193 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.53222696902296, fitness increment: 0.0007979451445303543 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.35849692699054, fitness increment: 0.0008696054453116719 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.7814391785271, fitness increment: 2.4688530987804214e-05 Fitness: 0.0016922391208298304 >>>>> Evaluating: >>>>> [73.84832310720661, 241.0741707592147, 5.387380210103202] >>>>> [75.52256190069538, 239.6681526620258, 3.951125311393114] >>>>> [71.83118749190298, 240.0401335686425, 7.102069421552457] >>>>> [72.76406989920547, 241.08628239188405, 5.342819233419968] >>>>> [72.42115249787258, 241.10417795480444, 6.124807942161011] >>>>> [70.8376803320914, 240.9475968827105, 6.616724901630759] >>>>> [73.40978468332477, 241.6459499569157, 6.628571493888146] >>>>> [74.13641565093644, 240.4415496634049, 5.785992398484046] >>>>> [73.29992547249047, 241.94904902269784, 6.524645248497241] >>>>> [72.4233536705342, 243.91332832252533, 5.206727403027973] >> Running individual: {'amp': 73.84832310720661, 'period': 241.0741707592147, 'offset': 5.387380210103202} >> Running individual: {'amp': 75.52256190069538, 'period': 239.6681526620258, 'offset': 3.951125311393114} >> Running individual: {'amp': 71.83118749190298, 'period': 240.0401335686425, 'offset': 7.102069421552457} >> Running individual: {'amp': 72.76406989920547, 'period': 241.08628239188405, 'offset': 5.342819233419968} >> Running individual: {'amp': 72.42115249787258, 'period': 241.10417795480444, 'offset': 6.124807942161011} >> Running individual: {'amp': 70.8376803320914, 'period': 240.9475968827105, 'offset': 6.616724901630759} >> Running individual: {'amp': 73.40978468332477, 'period': 241.6459499569157, 'offset': 6.628571493888146} >> Running individual: {'amp': 74.13641565093644, 'period': 240.4415496634049, 'offset': 5.785992398484046} >> Running individual: {'amp': 73.29992547249047, 'period': 241.94904902269784, 'offset': 6.524645248497241} >> Running individual: {'amp': 72.4233536705342, 'period': 243.91332832252533, 'offset': 5.206727403027973} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.41111451583269, fitness increment: 0.0006959409286653173 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.67113487870924, fitness increment: 0.0007457077255829114 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.90060369834081, fitness increment: 0.00018582128007738064 Fitness: 0.0016274699343256094 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.177853321553854, fitness increment: 0.0005119527067392049 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -61.89723605435981, fitness increment: 0.0019255653390526373 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.962762990827066, fitness increment: 3.1789290599659736e-05 Fitness: 0.002469307336391502 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.13698155804978, fitness increment: 0.0012572911092558758 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.94807625145363, fitness increment: 0.0004768840657402018 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.49505525268137, fitness increment: 1.9478035483411205e-06 Fitness: 0.0017361229785444188 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.513431049071144, fitness increment: 0.0008002025896075571 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.783882209588185, fitness increment: 0.0005998226566594766 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.10782324861498, fitness increment: 0.00013064600029033535 Fitness: 0.001530671246557369 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.44393322981669, fitness increment: 0.0009338911694115604 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.68341028253921, fitness increment: 0.0004408861051027335 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.71300683599465, fitness increment: 0.00017188996720429728 Fitness: 0.0015466672417185912 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.44679474556342, fitness increment: 0.001211079866589193 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.12113254460459, fitness increment: 0.0002571461903270178 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.3731260696125, fitness increment: 8.816493650765089e-05 Fitness: 0.0015563909934238618 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.21452203762918, fitness increment: 0.0008365299495490808 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.06142354422227, fitness increment: 0.0003618416887737341 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.22874277822133, fitness increment: 0.0005231034521192557 Fitness: 0.0017214750904420706 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.77148011042011, fitness increment: 0.0007694881143298637 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.593054472290795, fitness increment: 0.0009140569180311475 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.64401868480072, fitness increment: 5.423729101983188e-05 Fitness: 0.0017377823233808432 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.44389778102062, fitness increment: 0.0008085813895911675 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.53222482818281, fitness increment: 0.00030072632130151433 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.25467634509283, fitness increment: 0.0006614493001647626 Fitness: 0.0017707570110574444 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.33097335244422, fitness increment: 0.0005966354026989418 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.45601259220547, fitness increment: 5.729441157653614e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 68.96731705026335, fitness increment: 0.001504525884526542 Fitness: 0.00215845569880202 >>>>> Evaluating: >>>>> [72.50837481722589, 240.37168423347427, 6.909870711079933] >>>>> [71.04149769096222, 240.7029845890435, 6.881043479299898] >>>>> [72.59937472793023, 240.4163268192615, 7.16627391102697] >>>>> [71.49372493231479, 241.6655483829482, 7.218165877319102] >>>>> [69.23712127099242, 241.20346552387446, 4.395290280587603] >>>>> [69.94364573009705, 239.79732060719647, 1.5054334649946395] >>>>> [73.54990883146318, 241.28342786617188, 4.3399557262318575] >>>>> [70.2793360465862, 241.28493839044492, 3.7127535017762248] >>>>> [71.38842850162573, 241.15334168215162, 1.8016423627071503] >>>>> [71.90108893167633, 242.43352671801998, 3.8902553941995297] >> Running individual: {'amp': 72.50837481722589, 'period': 240.37168423347427, 'offset': 6.909870711079933} >> Running individual: {'amp': 71.04149769096222, 'period': 240.7029845890435, 'offset': 6.881043479299898} >> Running individual: {'amp': 72.59937472793023, 'period': 240.4163268192615, 'offset': 7.16627391102697} >> Running individual: {'amp': 71.49372493231479, 'period': 241.6655483829482, 'offset': 7.218165877319102} >> Running individual: {'amp': 69.23712127099242, 'period': 241.20346552387446, 'offset': 4.395290280587603} >> Running individual: {'amp': 69.94364573009705, 'period': 239.79732060719647, 'offset': 1.5054334649946395} >> Running individual: {'amp': 73.54990883146318, 'period': 241.28342786617188, 'offset': 4.3399557262318575} >> Running individual: {'amp': 70.2793360465862, 'period': 241.28493839044492, 'offset': 3.7127535017762248} >> Running individual: {'amp': 71.38842850162573, 'period': 241.15334168215162, 'offset': 1.8016423627071503} >> Running individual: {'amp': 71.90108893167633, 'period': 242.43352671801998, 'offset': 3.8902553941995297} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.175689278681666, fitness increment: 0.0011057596866022035 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.19133965726389, fitness increment: 0.000511214943998084 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.30858815654982, fitness increment: 4.138273138998283e-05 Fitness: 0.0016583573619902703 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.17866535893475, fitness increment: 0.0012510234343775517 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.42993789866641, fitness increment: 0.00028956445638084194 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.730806080274455, fitness increment: 5.784584374213253e-05 Fitness: 0.0015984337345005262 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.03317332557497, fitness increment: 0.0011259768013064386 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.94001651454767, fitness increment: 0.00047576701558749157 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.83353856822106, fitness increment: 6.226754974125726e-05 Fitness: 0.0016640113666351874 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.94659539230491, fitness increment: 0.0011383477495666705 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.85382837982234, fitness increment: 0.00014424403650725726 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.41888763797965, fitness increment: 0.00042532974507325516 Fitness: 0.001707921531147183 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.4496465749958, fitness increment: 0.0010674092315233752 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57761276489833, fitness increment: 0.0003057467433922323 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.03113329719394, fitness increment: 8.321414996736998e-06 Fitness: 0.0013814773899123445 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.91217955725618, fitness increment: 0.0007529938849925033 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.28426665019293, fitness increment: 0.0012672450676266545 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.50365664561164, fitness increment: 0.00043253620080851984 Fitness: 0.0024527751534276776 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.355522417813695, fitness increment: 0.000594089636541173 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.1048962645696, fitness increment: 0.0008227884578200229 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.53427947696934, fitness increment: 0.0001591219546649425 Fitness: 0.0015760000490261383 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.10697529513986, fitness increment: 0.000849797212310488 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.997287722040014, fitness increment: 0.0004837329697837678 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.45887721296086, fitness increment: 1.6587742977303144e-05 Fitness: 0.001350117925071559 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.896916141765395, fitness increment: 0.0005393277765426419 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -58.05693878980645, fitness increment: 0.0010052215123343977 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 54.83231706223995, fitness increment: 1.9824197905471408e-07 Fitness: 0.0015447475308560943 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.18056263662103, fitness increment: 0.0006123517842250292 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.15237645918904, fitness increment: 0.0003729138317200009 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.334577901051766, fitness increment: 0.0004157311110998263 Fitness: 0.0014009967270448564 >>>>> Evaluating: >>>>> [70.57968907404974, 241.10422211117333, 3.471189711290695] >>>>> [72.1587445622859, 241.1326790320135, 4.539932227132919] >>>>> [72.92891796031918, 241.32874913083484, 1.5197469802462087] >>>>> [69.6092911734308, 242.3683881371111, 3.7375612568521723] >>>>> [69.801408523691, 240.69337740501877, 2.776643022328293] >>>>> [69.82391695754318, 242.0614948630917, 3.9244090679134622] >>>>> [72.71625831903935, 241.0978207579848, 4.7177963619444085] >>>>> [70.04832072760193, 241.1414192229117, 4.388196835437122] >>>>> [71.80442073533435, 240.9654350098687, 0.46121237284852523] >>>>> [70.27018326328898, 240.58685714539214, 3.5402646742135913] >> Running individual: {'amp': 70.57968907404974, 'period': 241.10422211117333, 'offset': 3.471189711290695} >> Running individual: {'amp': 72.1587445622859, 'period': 241.1326790320135, 'offset': 4.539932227132919} >> Running individual: {'amp': 72.92891796031918, 'period': 241.32874913083484, 'offset': 1.5197469802462087} >> Running individual: {'amp': 69.6092911734308, 'period': 242.3683881371111, 'offset': 3.7375612568521723} >> Running individual: {'amp': 69.801408523691, 'period': 240.69337740501877, 'offset': 2.776643022328293} >> Running individual: {'amp': 69.82391695754318, 'period': 242.0614948630917, 'offset': 3.9244090679134622} >> Running individual: {'amp': 72.71625831903935, 'period': 241.0978207579848, 'offset': 4.7177963619444085} >> Running individual: {'amp': 70.04832072760193, 'period': 241.1414192229117, 'offset': 4.388196835437122} >> Running individual: {'amp': 71.80442073533435, 'period': 240.9654350098687, 'offset': 0.46121237284852523} >> Running individual: {'amp': 70.27018326328898, 'period': 240.58685714539214, 'offset': 3.5402646742135913} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.48121189414385, fitness increment: 0.0008040796044457288 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.790775733236224, fitness increment: 0.0006008950788563006 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.69697746282915, fitness increment: 3.827941616130204e-06 Fitness: 0.0014088026249181596 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.819761443565326, fitness increment: 0.0007638079890032179 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.99963451522885, fitness increment: 0.0006338404281467369 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.05518022926093, fitness increment: 7.236171850311113e-05 Fitness: 0.001470010135653066 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.66339979592948, fitness increment: 0.00037903564362984365 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -59.327812951531484, fitness increment: 0.0012770966099244774 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.43901388344823, fitness increment: 1.614137043803865e-05 Fitness: 0.0016722736239923597 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.24697608954204, fitness increment: 0.0008325467790247787 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.569220818752555, fitness increment: 0.00020399566831674765 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.08880868655439, fitness increment: 0.00020034285042147548 Fitness: 0.0012368852977630018 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.192680801995884, fitness increment: 0.000839215919194003 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.49692386837336, fitness increment: 0.0007158143671407435 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.697528075880825, fitness increment: 4.0639352187787914e-05 Fitness: 0.0015956696385225344 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.04103907999702, fitness increment: 0.0008579827694034092 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.09067593790422, fitness increment: 0.0002540530230376037 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.335548541677966, fitness increment: 0.0001455031313011279 Fitness: 0.0012575389237421408 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.105190012019236, fitness increment: 0.0007306572872071149 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.349056989591446, fitness increment: 0.0006909202361943256 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.49706280045796, fitness increment: 9.474743438786515e-05 Fitness: 0.0015163249577893056 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.124749205889096, fitness increment: 0.0009757838833113208 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.3663711115891, fitness increment: 0.00039962180671437864 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.37430182942201, fitness increment: 1.472937246527195e-05 Fitness: 0.0013901350624909714 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.46266369776954, fitness increment: 0.000395832478506275 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -60.062094661634944, fitness increment: 0.0014489347157501387 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.00072089371165, fitness increment: 3.0611530715707325e-05 Fitness: 0.001875378724972121 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.759269113295275, fitness increment: 0.0008934036058290129 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.30225978700729, fitness increment: 0.000683133282615489 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.33332527708994, fitness increment: 2.1242254765074797e-05 Fitness: 0.0015977791432095767 >>>>> Evaluating: >>>>> [72.42854601080668, 241.09100093198944, 3.5803985255132083] >>>>> [70.69760583234202, 241.10041671652525, 5.686895830582234] >>>>> [73.10335296864741, 241.20697408041045, 3.6716377378130027] >>>>> [69.75976513096441, 241.52141265309976, 4.545215362452752] >>>>> [70.36812609289643, 241.3805099651111, 4.351242160769372] >>>>> [71.06279650782754, 241.3487435084262, 3.9306548132875463] >>>>> [72.55370645240016, 241.49645416901782, 4.82368176907572] >>>>> [71.62844124772118, 241.88440157884014, 2.97709147882349] >>>>> [68.59014610711795, 239.63128536186298, 4.389663406870681] >>>>> [67.95420587694946, 242.02955275306303, 4.393494520385168] >> Running individual: {'amp': 72.42854601080668, 'period': 241.09100093198944, 'offset': 3.5803985255132083} >> Running individual: {'amp': 70.69760583234202, 'period': 241.10041671652525, 'offset': 5.686895830582234} >> Running individual: {'amp': 73.10335296864741, 'period': 241.20697408041045, 'offset': 3.6716377378130027} >> Running individual: {'amp': 69.75976513096441, 'period': 241.52141265309976, 'offset': 4.545215362452752} >> Running individual: {'amp': 70.36812609289643, 'period': 241.3805099651111, 'offset': 4.351242160769372} >> Running individual: {'amp': 71.06279650782754, 'period': 241.3487435084262, 'offset': 3.9306548132875463} >> Running individual: {'amp': 72.55370645240016, 'period': 241.49645416901782, 'offset': 4.82368176907572} >> Running individual: {'amp': 71.62844124772118, 'period': 241.88440157884014, 'offset': 2.97709147882349} >> Running individual: {'amp': 68.59014610711795, 'period': 239.63128536186298, 'offset': 4.389663406870681} >> Running individual: {'amp': 67.95420587694946, 'period': 242.02955275306303, 'offset': 4.393494520385168} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.98494498759185, fitness increment: 0.000633096912646347 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.25642448781811, fitness increment: 0.0008506065809048557 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.1176921749545, fitness increment: 3.4842117350275537e-05 Fitness: 0.0015185456109014783 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.36622249313238, fitness increment: 0.0010790160780449476 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.68039313028201, fitness increment: 0.00031726889092376087 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.98405276766782, fitness increment: 6.903981201689113e-05 Fitness: 0.0014653247809855996 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.57355099778097, fitness increment: 0.0005717182387309228 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.53244119957145, fitness increment: 0.0009024640974707454 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.2058287450627, fitness increment: 7.96552073194512e-05 Fitness: 0.0015538375435211194 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.985889206160394, fitness increment: 0.000994295238298637 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.33679943917173, fitness increment: 0.0002795843495148054 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.84440727704089, fitness increment: 6.274487243962401e-05 Fitness: 0.0013366244602530664 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.615477991884006, fitness increment: 0.0009117546966423973 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.272993337907266, fitness increment: 0.00038785418132392113 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.55142366428111, fitness increment: 5.051537511646664e-05 Fitness: 0.001350124253082785 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.624709472630606, fitness increment: 0.0007868840586416903 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.326113103725675, fitness increment: 0.0005307478665138587 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.52643329689763, fitness increment: 4.953353659198356e-05 Fitness: 0.0013671654617475326 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.15340738905653, fitness increment: 0.0007251296012732444 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.420066248169405, fitness increment: 0.0005445809166434445 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.155241783555844, fitness increment: 0.00020559907822070844 Fitness: 0.0014753095961373974 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.46385004846715, fitness increment: 0.000582920822916777 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.82403579631732, fitness increment: 0.0006060827660467893 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.141069021210036, fitness increment: 0.00013276515789506504 Fitness: 0.0013217687468586314 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -54.732923142455824, fitness increment: 0.0013188548247845544 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.46839887259642, fitness increment: 0.0005517663047165389 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 48.7312667758147, fitness increment: 0.0003023930240961814 Fitness: 0.0021730141535972747 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.89120010838359, fitness increment: 0.0011462984069419146 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.14855558275617, fitness increment: 9.544482266032883e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.20565206949892, fitness increment: 7.964644873748039e-05 Fitness: 0.0013213896783397239 >>>>> Evaluating: >>>>> [72.55561547288592, 242.35156103122458, 4.079131990682657] >>>>> [71.67232012478193, 242.18366342747063, 4.734239863830884] >>>>> [68.75034012316806, 242.26045045266628, 4.1653891371356435] >>>>> [69.96607743373274, 241.4831016731444, 3.821049197470101] >>>>> [70.53337093016084, 241.40080665953283, 1.4853877307893415] >>>>> [70.49764118553787, 243.0751028502407, 2.064712307787145] >>>>> [70.15560130810027, 242.37496532950217, 4.062519207695803] >>>>> [69.4159595540778, 242.92329714396462, 4.661218594005993] >>>>> [69.51085656133702, 240.18397782643473, 4.226666043976129] >>>>> [69.03195606856362, 240.8758269634921, 3.321377001274861] >> Running individual: {'amp': 72.55561547288592, 'period': 242.35156103122458, 'offset': 4.079131990682657} >> Running individual: {'amp': 71.67232012478193, 'period': 242.18366342747063, 'offset': 4.734239863830884} >> Running individual: {'amp': 68.75034012316806, 'period': 242.26045045266628, 'offset': 4.1653891371356435} >> Running individual: {'amp': 69.96607743373274, 'period': 241.4831016731444, 'offset': 3.821049197470101} >> Running individual: {'amp': 70.53337093016084, 'period': 241.40080665953283, 'offset': 1.4853877307893415} >> Running individual: {'amp': 70.49764118553787, 'period': 243.0751028502407, 'offset': 2.064712307787145} >> Running individual: {'amp': 70.15560130810027, 'period': 242.37496532950217, 'offset': 4.062519207695803} >> Running individual: {'amp': 69.4159595540778, 'period': 242.92329714396462, 'offset': 4.661218594005993} >> Running individual: {'amp': 69.51085656133702, 'period': 240.18397782643473, 'offset': 4.226666043976129} >> Running individual: {'amp': 69.03195606856362, 'period': 240.8758269634921, 'offset': 3.321377001274861} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.51710970137455, fitness increment: 0.0005774684327969348 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.64161574163043, fitness increment: 0.0004353304795099433 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.75322438860238, fitness increment: 0.0004644709902796862 Fitness: 0.0014772699025865643 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.957868894889266, fitness increment: 0.000747676062924918 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57272212670152, fitness increment: 0.00030520378717868724 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.07263238868879, fitness increment: 0.00038660679218061045 Fitness: 0.0014394866422842156 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.981849529165004, fitness increment: 0.0009948363615335243 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.63270279412716, fitness increment: 0.00012786383289198344 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.44034655973145, fitness increment: 0.00015260894744584252 Fitness: 0.0012753091418713502 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.86479898501548, fitness increment: 0.0008800539263527085 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.29652596807037, fitness increment: 0.0003908032477453194 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.12631167135188, fitness increment: 3.512532519100997e-05 Fitness: 0.0013059824992890379 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.64147174534999, fitness increment: 0.0005648366078455647 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -57.242347408297015, fitness increment: 0.0008480028205379853 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 54.892449320465516, fitness increment: 7.740351981588844e-08 Fitness: 0.0014129168319033658 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.18730585926349, fitness increment: 0.0005110440115889681 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.68562163323178, fitness increment: 0.0003178607208267348 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.55935345648055, fitness increment: 0.00033260117762368147 Fitness: 0.0011615059100393843 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.41297850674037, fitness increment: 0.0008123211630175486 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.67456545152374, fitness increment: 0.0002136663045974041 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.879539261908775, fitness increment: 0.0002673189094866135 Fitness: 0.0012933063771015663 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.520938592700695, fitness increment: 0.0009239214950772512 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.507011917228326, fitness increment: 5.97736395457904e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.74959659009711, fitness increment: 0.00046403704743192 Fitness: 0.0014477321820549616 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.110410601320574, fitness increment: 0.0011149973726184426 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.59839582324559, fitness increment: 0.0005713256257032784 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 51.706423778747705, fitness increment: 8.331366177138921e-05 Fitness: 0.0017696366600931102 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.10829583465684, fitness increment: 0.0009779682164759995 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.008695075015915, fitness increment: 0.0004853275257969969 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 53.46012713228918, fitness increment: 1.8119716005182696e-05 Fitness: 0.0014814154582781791 >>>>> Evaluating: >>>>> [67.70370883731623, 242.0761929324684, 4.273131867722607] >>>>> [70.6482738135421, 241.7226043845912, 3.9113182290080553] >>>>> [69.83102116994837, 243.53321231061256, 3.187282865078746] >>>>> [68.92375193154207, 241.43302093714814, 4.112727426714745] >>>>> [71.5070603364049, 243.1044983673591, 2.818030853967806] >>>>> [68.25591538127884, 244.1795993532804, 2.571833730005072] >>>>> [72.18891532840414, 242.4091695805757, 3.8971966099881223] >>>>> [70.87521327601937, 242.95191304029055, 4.163349791851503] >>>>> [69.75286305001607, 241.22936627761433, 3.8271792552943444] >>>>> [71.06444207641884, 241.69864861072256, 4.463886294616813] >> Running individual: {'amp': 67.70370883731623, 'period': 242.0761929324684, 'offset': 4.273131867722607} >> Running individual: {'amp': 70.6482738135421, 'period': 241.7226043845912, 'offset': 3.9113182290080553} >> Running individual: {'amp': 69.83102116994837, 'period': 243.53321231061256, 'offset': 3.187282865078746} >> Running individual: {'amp': 68.92375193154207, 'period': 241.43302093714814, 'offset': 4.112727426714745} >> Running individual: {'amp': 71.5070603364049, 'period': 243.1044983673591, 'offset': 2.818030853967806} >> Running individual: {'amp': 68.25591538127884, 'period': 244.1795993532804, 'offset': 2.571833730005072} >> Running individual: {'amp': 72.18891532840414, 'period': 242.4091695805757, 'offset': 3.8971966099881223} >> Running individual: {'amp': 70.87521327601937, 'period': 242.95191304029055, 'offset': 4.163349791851503} >> Running individual: {'amp': 69.75286305001607, 'period': 241.22936627761433, 'offset': 3.8271792552943444} >> Running individual: {'amp': 71.06444207641884, 'period': 241.69864861072256, 'offset': 4.463886294616813} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.82056393161924, fitness increment: 0.0011564765227884966 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.986042917668144, fitness increment: 8.562317109039874e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.054376274532196, fitness increment: 7.232373491772304e-05 Fitness: 0.0013144234287966183 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.54705791847859, fitness increment: 0.000796166149335531 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.36427755205774, fitness increment: 0.0003993560478829927 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.682283582614495, fitness increment: 0.00010502639407372616 Fitness: 0.0013005485912922499 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.763535729458496, fitness increment: 0.0006569933349319657 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.194410546759116, fitness increment: 9.83125362661319e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.55195455276662, fitness increment: 0.0005649418455627719 Fitness: 0.0013202477167608695 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.61900668238924, fitness increment: 0.0010440384866611252 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.22173113459755, fitness increment: 0.0002674958659447668 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.427739100482825, fitness increment: 1.5890709843757733e-05 Fitness: 0.0013274250624496498 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.35938619656769, fitness increment: 0.0004946424020260132 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.675814693835385, fitness increment: 0.00031675109645901145 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.261696632450004, fitness increment: 0.0005272956266181295 Fitness: 0.001338689125103154 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.35686539208144, fitness increment: 0.0007020356259926919 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.394087443534055, fitness increment: 1.7600211956292355e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.386041228035616, fitness increment: 0.0005432643653429103 Fitness: 0.0012629002032918946 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.413031338375326, fitness increment: 0.0005881471678620409 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.422123050119865, fitness increment: 0.00040673150325643004 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.48644202661755, fitness increment: 0.00043309974168137533 Fitness: 0.0014279784127998463 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.34517547191202, fitness increment: 0.0007033524196042862 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.112171753488546, fitness increment: 0.00016463071279015917 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.56864979810239, fitness increment: 0.0005671466140462211 Fitness: 0.0014351297464406665 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.48959699666598, fitness increment: 0.0009279727677367067 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.534868350669306, fitness increment: 0.0004213005381750179 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.95304078909964, fitness increment: 7.117006792345393e-06 Fitness: 0.00135639031270407 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.345292792825255, fitness increment: 0.0008205379861857542 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19635318350978, fitness increment: 0.0003783271088961815 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.46348021605589, fitness increment: 0.000154200335836574 Fitness: 0.0013530654309185097 >>>>> Evaluating: >>>>> [69.64690356164013, 241.6891084153107, 4.559001496736986] >>>>> [69.76558199681031, 242.09675539937083, 3.757806389874772] >>>>> [68.75034012316806, 241.66906192272876, 4.1653891371356435] >>>>> [68.75034012316806, 242.26045045266628, 3.9700078391636526] >>>>> [68.93928668912238, 241.64914744110263, 3.9211951087303283] >>>>> [69.85011150351916, 242.0426464000745, 5.04005803942059] >>>>> [70.26161263939522, 241.80378089391752, 3.992955447587783] >>>>> [71.55908694442772, 242.09306379604885, 5.396963543205305] >>>>> [69.41834722339142, 242.29421295008729, 3.7510581674153567] >>>>> [69.26867635922567, 241.0531242885119, 4.0024908623159385] >> Running individual: {'amp': 69.64690356164013, 'period': 241.6891084153107, 'offset': 4.559001496736986} >> Running individual: {'amp': 69.76558199681031, 'period': 242.09675539937083, 'offset': 3.757806389874772} >> Running individual: {'amp': 68.75034012316806, 'period': 241.66906192272876, 'offset': 4.1653891371356435} >> Running individual: {'amp': 68.75034012316806, 'period': 242.26045045266628, 'offset': 3.9700078391636526} >> Running individual: {'amp': 68.93928668912238, 'period': 241.64914744110263, 'offset': 3.9211951087303283} >> Running individual: {'amp': 69.85011150351916, 'period': 242.0426464000745, 'offset': 5.04005803942059} >> Running individual: {'amp': 70.26161263939522, 'period': 241.80378089391752, 'offset': 3.992955447587783} >> Running individual: {'amp': 71.55908694442772, 'period': 242.09306379604885, 'offset': 5.396963543205305} >> Running individual: {'amp': 69.41834722339142, 'period': 242.29421295008729, 'offset': 3.7510581674153567} >> Running individual: {'amp': 69.26867635922567, 'period': 241.0531242885119, 'offset': 4.0024908623159385} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.99062088856098, fitness increment: 0.0009936616061169135 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.947256591572554, fitness increment: 0.0002397387753596547 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.42474291371265, fitness increment: 9.087761205395228e-05 Fitness: 0.0013242779935305204 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.18016705473431, fitness increment: 0.0008407567573399666 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.14869294156482, fitness increment: 0.00025996133784500497 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.252686976640426, fitness increment: 0.00014000458379870295 Fitness: 0.0012407226789836745 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.578024017749215, fitness increment: 0.001049670213973064 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.63401710343853, fitness increment: 0.00020991747317133935 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.261333420501245, fitness increment: 3.9711296896283166e-05 Fitness: 0.0012992989840406866 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.177230827136995, fitness increment: 0.000968832746305881 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.828084092099154, fitness increment: 0.00014228624879375484 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.24496526175946, fitness increment: 0.00013949757653508588 Fitness: 0.0012506165716347217 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.975317222845604, fitness increment: 0.0009957116882597372 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.0675729086081, fitness increment: 0.0002517191576546507 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.08679888877991, fitness increment: 3.3836483515070626e-05 Fitness: 0.0012812673294294585 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.93561659075432, fitness increment: 0.0010010398125560593 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.028991323786144, fitness increment: 0.0001579197206604821 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.402161074216835, fitness increment: 0.00022573170693818145 Fitness: 0.0013846912401547229 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.18079661319721, fitness increment: 0.0008406792051021128 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.824732198608686, fitness increment: 0.000333809393352813 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.77721388662716, fitness increment: 0.00011049968623311202 Fitness: 0.0012849882846880378 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.130679005744895, fitness increment: 0.0008468641121573972 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.97901553463981, fitness increment: 0.00024287278782775257 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.30454669097159, fitness increment: 0.000412338495704323 Fitness: 0.0015020753956894728 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.013232367233854, fitness increment: 0.0008614465255349923 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.53052126979417, fitness increment: 0.00020049926160248255 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.68396997899799, fitness increment: 0.00016978211552287625 Fitness: 0.0012317279026603511 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.7624473655656, fitness increment: 0.0010244461808457395 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.24165704245702, fitness increment: 0.0003839444928203095 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.04869700073294, fitness increment: 2.4271462728542303e-08 Fitness: 0.0014084149451287775 >>>>> Evaluating: >>>>> [69.45009970845668, 242.37380763667986, 3.7477192225255873] >>>>> [69.49589748186172, 240.64400223078985, 3.0438684697147202] >>>>> [70.28843246339225, 243.44045363749302, 1.3348507220683032] >>>>> [69.79494242323085, 243.10301086013502, 2.4077404760156313] >>>>> [68.39478828524182, 242.78919295492435, 4.718807657938936] >>>>> [70.50791074842, 241.8314409200216, 3.903677405228983] >>>>> [67.54591679493366, 240.74308164543515, 4.013682245326906] >>>>> [69.1594701468081, 242.24759127828543, 2.517603298203802] >>>>> [70.08973723436573, 241.76545176422226, 3.994349741116428] >>>>> [70.18561122683721, 242.1887982538126, 3.947616556135756] >> Running individual: {'amp': 69.45009970845668, 'period': 242.37380763667986, 'offset': 3.7477192225255873} >> Running individual: {'amp': 69.49589748186172, 'period': 240.64400223078985, 'offset': 3.0438684697147202} >> Running individual: {'amp': 70.28843246339225, 'period': 243.44045363749302, 'offset': 1.3348507220683032} >> Running individual: {'amp': 69.79494242323085, 'period': 243.10301086013502, 'offset': 2.4077404760156313} >> Running individual: {'amp': 68.39478828524182, 'period': 242.78919295492435, 'offset': 4.718807657938936} >> Running individual: {'amp': 70.50791074842, 'period': 241.8314409200216, 'offset': 3.903677405228983} >> Running individual: {'amp': 67.54591679493366, 'period': 240.74308164543515, 'offset': 4.013682245326906} >> Running individual: {'amp': 69.1594701468081, 'period': 242.24759127828543, 'offset': 2.517603298203802} >> Running individual: {'amp': 70.08973723436573, 'period': 241.76545176422226, 'offset': 3.994349741116428} >> Running individual: {'amp': 70.18561122683721, 'period': 242.1887982538126, 'offset': 3.947616556135756} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.09872741033515, fitness increment: 0.0008508189927221022 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.42082630242006, fitness increment: 0.00019075275049029727 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.989277725368, fitness increment: 0.00019259519675329795 Fitness: 0.0012341669399656974 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.62232020312756, fitness increment: 0.0009108772554353717 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.04874240287839, fitness increment: 0.0006417141200997234 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.534561044447386, fitness increment: 4.661534018812752e-05 Fitness: 0.0015992067157232226 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.96837341655307, fitness increment: 0.0004387431691161847 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57597717776034, fitness increment: 0.0003055651076705468 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.810954099490615, fitness increment: 0.0003585669280971038 Fitness: 0.0011028752048838353 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.232081207019185, fitness increment: 0.0006069456564347098 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.73615955133027, fitness increment: 0.00021942432438371018 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.399394159735785, fitness increment: 0.0003165999348087034 Fitness: 0.0011429699156271234 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.46148288860744, fitness increment: 0.0010657675055437688 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.87412100650447, fitness increment: 3.2724031356123895e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.51448179754492, fitness increment: 0.0003280727545756923 Fitness: 0.001426564291475585 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.50753224101141, fitness increment: 0.0008009117095644225 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.069030674430614, fitness increment: 0.0003627613547076969 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.98634635165954, fitness increment: 0.0001230477034862565 Fitness: 0.0012867207677583758 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.020955828965675, fitness increment: 0.0012748191650140406 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.267562358601786, fitness increment: 0.0002722786731564897 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.527594272278016, fitness increment: 4.687994310681454e-05 Fitness: 0.0015939777812773448 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.9848126651572, fitness increment: 0.0007445488672626066 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.63477634188761, fitness increment: 0.0003121287629890279 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.075496610333516, fitness increment: 7.332489395517339e-05 Fitness: 0.001130002524206808 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.000391527282126, fitness increment: 0.000863048399751154 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.74743287908368, fitness increment: 0.00032489907751409586 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.49750618805691, fitness increment: 9.477140875024936e-05 Fitness: 0.0012827188860154992 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.42685829085536, fitness increment: 0.0008106412992846534 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.140896584367674, fitness increment: 0.0002591634282562705 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.11543145019405, fitness increment: 0.00020244109248945819 Fitness: 0.0012722458200303821 >>>>> Evaluating: >>>>> [69.27557401177388, 245.6709496054801, 4.193919511210522] >>>>> [70.16684773415996, 244.7271844361728, 2.974982804062378] >>>>> [69.98899527275228, 240.11452303143182, 4.834711042626568] >>>>> [69.67935410456771, 241.80448639768397, 3.978233899418798] >>>>> [69.7675367474024, 242.1752919764164, 3.3978338112077378] >>>>> [69.35825751434407, 242.18653140227516, 4.534517744311698] >>>>> [68.02931024123151, 241.4764242620248, 4.091916253888502] >>>>> [68.80185142982772, 243.436252007714, 3.9650465418909926] >>>>> [69.00390780764386, 242.8465879813873, 3.9723277614575863] >>>>> [67.51062599394488, 242.1089377179175, 4.8429085382350845] >> Running individual: {'amp': 69.27557401177388, 'period': 245.6709496054801, 'offset': 4.193919511210522} >> Running individual: {'amp': 70.16684773415996, 'period': 244.7271844361728, 'offset': 2.974982804062378} >> Running individual: {'amp': 69.98899527275228, 'period': 240.11452303143182, 'offset': 4.834711042626568} >> Running individual: {'amp': 69.67935410456771, 'period': 241.80448639768397, 'offset': 3.978233899418798} >> Running individual: {'amp': 69.7675367474024, 'period': 242.1752919764164, 'offset': 3.3978338112077378} >> Running individual: {'amp': 69.35825751434407, 'period': 242.18653140227516, 'offset': 4.534517744311698} >> Running individual: {'amp': 68.02931024123151, 'period': 241.4764242620248, 'offset': 4.091916253888502} >> Running individual: {'amp': 68.80185142982772, 'period': 243.436252007714, 'offset': 3.9650465418909926} >> Running individual: {'amp': 69.00390780764386, 'period': 242.8465879813873, 'offset': 3.9723277614575863} >> Running individual: {'amp': 67.51062599394488, 'period': 242.1089377179175, 'offset': 4.8429085382350845} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.53912202718278, fitness increment: 0.0006816648395695513 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -45.641573478188604, fitness increment: 5.972107264273774e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 69.39943640823037, fitness increment: 0.0015988578492395211 Fitness: 0.00234024376145181 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.02302080601023, fitness increment: 0.0005269518419076524 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.38428538969276, fitness increment: 1.7339860559850706e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 66.91224921536535, fitness increment: 0.0010950111545391383 Fitness: 0.0016393028570066415 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.86473997596798, fitness increment: 0.0011501058518704754 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.50942757235499, fitness increment: 0.0005579027463976649 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.32611800561845, fitness increment: 5.485608340083381e-05 Fitness: 0.0017628646816689741 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.680775921110865, fitness increment: 0.0009033981014601178 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.35911774113343, fitness increment: 0.0002819599016161689 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.311180145118314, fitness increment: 8.496367415955497e-05 Fitness: 0.0012703216772358417 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.595836388395966, fitness increment: 0.0007903290662653051 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.37409339313216, fitness increment: 0.00028355953392322775 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.18189122156838, fitness increment: 0.00013539056376343783 Fitness: 0.0012092791639519707 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.10313729208679, fitness increment: 0.0009786535608309332 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.884949020654915, fitness increment: 0.00014662853383262675 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.0320213205357, fitness increment: 0.00019590372255018362 Fitness: 0.0013211858172137436 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.88175387387762, fitness increment: 0.001147656938015329 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.4277723594074, fitness increment: 0.00019136271751774014 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.895858846135845, fitness increment: 6.2947782097921845e-06 Fitness: 0.0013453144337428613 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.99666748626907, fitness increment: 0.0008635132455246941 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.79208283540891, fitness increment: 2.9809757882470755e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.14941161118304, fitness increment: 0.0005130799715098444 Fitness: 0.0014064029749170093 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.790518650821326, fitness increment: 0.0008894400498259403 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.00496690959588, fitness increment: 8.673944607984208e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.464029908460155, fitness increment: 0.0003230182109557056 Fitness: 0.001299197706861488 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -55.10122494173744, fitness increment: 0.0012626799907444752 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.2038615749679, fitness increment: 4.580810934606827e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.587437442648245, fitness increment: 9.969674388088379e-05 Fitness: 0.0014081848439714273 >>>>> Evaluating: >>>>> [69.99538832032461, 243.7143988907714, 3.5328101383141384] >>>>> [70.25134313659768, 244.29860764995237, 3.446039392198791] >>>>> [70.18103353883787, 242.42050398346922, 1.5873050017338248] >>>>> [69.82877722876292, 243.10270308532182, 2.420295020881279] >>>>> [69.29364586269678, 241.94926409308312, 3.226743111758143] >>>>> [69.7907455459728, 241.80739601858872, 4.445629849116526] >>>>> [70.70766792293185, 242.06231780177146, 2.9140992832578285] >>>>> [69.31466537879918, 242.06346809449937, 2.8613345748160235] >>>>> [66.98978448411619, 242.6799382217201, 2.51521560795019] >>>>> [68.85181828787358, 242.9724964420983, 3.0951047243183227] >> Running individual: {'amp': 69.99538832032461, 'period': 243.7143988907714, 'offset': 3.5328101383141384} >> Running individual: {'amp': 70.25134313659768, 'period': 244.29860764995237, 'offset': 3.446039392198791} >> Running individual: {'amp': 70.18103353883787, 'period': 242.42050398346922, 'offset': 1.5873050017338248} >> Running individual: {'amp': 69.82877722876292, 'period': 243.10270308532182, 'offset': 2.420295020881279} >> Running individual: {'amp': 69.29364586269678, 'period': 241.94926409308312, 'offset': 3.226743111758143} >> Running individual: {'amp': 69.7907455459728, 'period': 241.80739601858872, 'offset': 4.445629849116526} >> Running individual: {'amp': 70.70766792293185, 'period': 242.06231780177146, 'offset': 2.9140992832578285} >> Running individual: {'amp': 69.31466537879918, 'period': 242.06346809449937, 'offset': 2.8613345748160235} >> Running individual: {'amp': 66.98978448411619, 'period': 242.6799382217201, 'offset': 2.51521560795019} >> Running individual: {'amp': 68.85181828787358, 'period': 242.9724964420983, 'offset': 3.0951047243183227} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.681938296887694, fitness increment: 0.000665911454588386 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.638482178382034, fitness increment: 6.640691135151311e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.5802072106703, fitness increment: 0.0007087283397378963 Fitness: 0.0014410467056777954 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.366969568505894, fitness increment: 0.0005929044113220927 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.810088275850816, fitness increment: 3.043773386501858e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 66.35950601630744, fitness increment: 0.0009959079118541103 Fitness: 0.0016192500570412216 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.94190659955234, fitness increment: 0.0005348959487279092 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.089853596266494, fitness increment: 0.0004967477476283122 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.58724663050693, fitness increment: 9.968616148325893e-05 Fitness: 0.0011313298578394804 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.24969129655862, fitness increment: 0.0006051032196028316 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.750897471757575, fitness increment: 0.00022081341703572566 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.43955490743141, fitness increment: 0.00032058029434445245 Fitness: 0.0011464969309830098 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.191028352318725, fitness increment: 0.0008394193072394085 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.547292849235674, fitness increment: 0.0003023884116198916 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.80228276188454, fitness increment: 6.090503867572927e-05 Fitness: 0.0012027127575350294 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.3139825538859, fitness increment: 0.0009508365096431159 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.978423995533134, fitness increment: 0.0002428142281321044 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.87652468361034, fitness increment: 0.00011637427613431228 Fitness: 0.0013100250139095326 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.83621151514309, fitness increment: 0.0006491008193448833 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.821176744309795, fitness increment: 0.00045944808578435303 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.02965164085881, fitness increment: 0.0001257303204214022 Fitness: 0.0012342792255506385 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.65352860800681, fitness increment: 0.0007834529739123575 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.73453242321368, fitness increment: 0.0003234237632121495 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.87558477369963, fitness increment: 6.41242096703909e-05 Fitness: 0.0011710009467948979 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.33833189460044, fitness increment: 0.000947649832003572 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.14366913705947, fitness increment: 9.514173217040067e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.788622335501714, fitness increment: 6.031428223596258e-05 Fitness: 0.0011031058464099353 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.61372204116497, fitness increment: 0.0007881941451532981 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.53713198447328, fitness increment: 0.00012108962720336347 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.8711674103229, fitness increment: 0.0002665593397268573 Fitness: 0.0011758431120835189 >>>>> Evaluating: >>>>> [70.70766792293185, 243.85629551828467, 2.9140992832578285] >>>>> [70.70766792293185, 242.06231780177146, 2.9140992832578285] >>>>> [69.82383050339826, 243.1469247268645, 0.8916150162493006] >>>>> [69.908766512887, 244.0466163082949, 2.3705076425414444] >>>>> [70.69793612083137, 243.43660343488597, 1.66249353982447] >>>>> [70.02267074466471, 243.24829150408493, 1.2738622975576643] >>>>> [69.82877722876292, 244.82658842956178, 3.173494971528073] >>>>> [69.77581418729618, 242.86967747952082, 1.4688503443681606] >>>>> [69.3066010778587, 242.87400845465635, 0.9489344989322399] >>>>> [68.96856376817404, 242.1550659651626, 2.1735589161512565] >> Running individual: {'amp': 70.70766792293185, 'period': 243.85629551828467, 'offset': 2.9140992832578285} >> Running individual: {'amp': 70.70766792293185, 'period': 242.06231780177146, 'offset': 2.9140992832578285} >> Running individual: {'amp': 69.82383050339826, 'period': 243.1469247268645, 'offset': 0.8916150162493006} >> Running individual: {'amp': 69.908766512887, 'period': 244.0466163082949, 'offset': 2.3705076425414444} >> Running individual: {'amp': 70.69793612083137, 'period': 243.43660343488597, 'offset': 1.66249353982447} >> Running individual: {'amp': 70.02267074466471, 'period': 243.24829150408493, 'offset': 1.2738622975576643} >> Running individual: {'amp': 69.82877722876292, 'period': 244.82658842956178, 'offset': 3.173494971528073} >> Running individual: {'amp': 69.77581418729618, 'period': 242.86967747952082, 'offset': 1.4688503443681606} >> Running individual: {'amp': 69.3066010778587, 'period': 242.87400845465635, 'offset': 0.9489344989322399} >> Running individual: {'amp': 68.96856376817404, 'period': 242.1550659651626, 'offset': 2.1735589161512565} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.034730172383696, fitness increment: 0.0005258099594417365 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.53883653748522, fitness increment: 0.00012120883433053287 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.9994496841369, fitness increment: 0.000772016559274058 Fitness: 0.0014190353530463273 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.83621151514309, fitness increment: 0.0006491008193448833 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.821176744309795, fitness increment: 0.00045944808578435303 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.02965164085881, fitness increment: 0.0001257303204214022 Fitness: 0.0012342792255506385 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.802856184173656, fitness increment: 0.0004536049417716015 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19511484678959, fitness increment: 0.00037817414376573044 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.048683477193244, fitness increment: 0.00019720106848664098 Fitness: 0.001028980154023973 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.97514353832419, fitness increment: 0.0005316336367519048 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.10710554314719, fitness increment: 9.288910303462128e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.29197590080342, fitness increment: 0.0006667839539812315 Fitness: 0.0012913066937677575 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.00702938037854, fitness increment: 0.0004353078640061403 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.57545115436312, fitness increment: 0.0003055067030188763 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.478989135062996, fitness increment: 0.0004322390750188809 Fitness: 0.0011730536420438975 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.66538801668313, fitness increment: 0.0004661361002057385 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.78393998765577, fitness increment: 0.00032909225718913415 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.92234044917996, fitness increment: 0.0002712190905586054 Fitness: 0.001066447447953478 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.575711070820574, fitness increment: 0.0005714987428863116 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -48.7392670778238, fitness increment: 4.4716440387171374e-06 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 67.04386745830297, fitness increment: 0.0011192999683153904 Fitness: 0.0016952703552404191 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.00020072064693, fitness increment: 0.0005291807808265325 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.08193751209319, fitness increment: 0.00036432439749067846 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.68062449615066, fitness increment: 0.00016954009430070194 Fitness: 0.001063045272617913 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.10288691817611, fitness increment: 0.000519187948052724 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.22055950939737, fitness increment: 0.00038132339159391293 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.783567528135336, fitness increment: 0.00011087097305451099 Fitness: 0.0010113823127011479 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.09644613760893, fitness increment: 0.0007316619365599353 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.98293884198875, fitness increment: 0.0003524213333025994 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.24581965278936, fitness increment: 3.9170075044392405e-05 Fitness: 0.001123253344906927 >>>>> Evaluating: >>>>> [67.09800381201106, 242.15315881254736, 3.349754013254545] >>>>> [70.30748786713286, 242.1646830529953, 2.2047424843313332] >>>>> [69.07588529697905, 242.85826399307578, 3.220622342511215] >>>>> [68.79385767267412, 242.86152799398906, 3.12363272120534] >>>>> [69.61006880033943, 243.05190425731206, 1.8945281454767744] >>>>> [68.80818281128957, 243.5476810091055, 1.5794210840728913] >>>>> [69.75942606158155, 243.47934976458325, 1.4540156645037632] >>>>> [70.78219995116005, 240.07708674579996, 0.005820231746560545] >>>>> [69.84499039996652, 241.83126226995088, 2.557508178166178] >>>>> [68.90558713335382, 243.6911867457322, 0.48653257636809566] >> Running individual: {'amp': 67.09800381201106, 'period': 242.15315881254736, 'offset': 3.349754013254545} >> Running individual: {'amp': 70.30748786713286, 'period': 242.1646830529953, 'offset': 2.2047424843313332} >> Running individual: {'amp': 69.07588529697905, 'period': 242.85826399307578, 'offset': 3.220622342511215} >> Running individual: {'amp': 68.79385767267412, 'period': 242.86152799398906, 'offset': 3.12363272120534} >> Running individual: {'amp': 69.61006880033943, 'period': 243.05190425731206, 'offset': 1.8945281454767744} >> Running individual: {'amp': 68.80818281128957, 'period': 243.5476810091055, 'offset': 1.5794210840728913} >> Running individual: {'amp': 69.75942606158155, 'period': 243.47934976458325, 'offset': 1.4540156645037632} >> Running individual: {'amp': 70.78219995116005, 'period': 240.07708674579996, 'offset': 0.005820231746560545} >> Running individual: {'amp': 69.84499039996652, 'period': 241.83126226995088, 'offset': 2.557508178166178} >> Running individual: {'amp': 68.90558713335382, 'period': 243.6911867457322, 'offset': 0.48653257636809566} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.257231683284175, fitness increment: 0.0010942742964671348 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.286854719633666, fitness increment: 0.00010422288557054848 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.92164695416481, fitness increment: 2.871024174055936e-05 Fitness: 0.0012272074237782427 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.26138138348264, fitness increment: 0.0006038817006013275 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.02512783830936, fitness increment: 0.0004876291551113576 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.38153941939468, fitness increment: 8.860428932910835e-05 Fitness: 0.0011801151450417935 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.61430995550673, fitness increment: 0.0007881240176522697 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.79324618005642, fitness increment: 0.00013965820462347178 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.810844284688756, fitness increment: 0.0002611182043033011 Fitness: 0.0011889004265790426 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.46096799313959, fitness increment: 0.0008065203871657767 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.65983623174801, fitness increment: 0.00012982068152123105 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.48944307901661, fitness increment: 0.00023307303051423034 Fitness: 0.001169414099201238 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.5459656663725, fitness increment: 0.0005745250216615538 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.19591250439475, fitness increment: 0.00026482015923012803 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.565205434489, fitness increment: 0.00023954060638864405 Fitness: 0.001078885787280326 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.45846261688274, fitness increment: 0.000583473778805188 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.979257929143856, fitness increment: 0.00015397390863114424 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.10291293710999, fitness increment: 0.0002879841277182438 Fitness: 0.001025431815154576 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.397754077155334, fitness increment: 0.0004910218361148244 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.9716633298054, fitness increment: 0.0002421454539205392 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.59363602331673, fitness increment: 0.0003360818506794594 Fitness: 0.001069249140714823 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.35277704770901, fitness increment: 0.0004952674118210432 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -61.080643199446655, fitness increment: 0.0017051638394951496 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 47.86295047754243, fitness increment: 0.00039204451544216923 Fitness: 0.002592475766758362 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.26678212599181, fitness increment: 0.0007122147325583361 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.87044154510706, fitness increment: 0.00046617855810759945 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.121606538678236, fitness increment: 3.497058818568988e-05 Fitness: 0.0012133638788516254 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.729448193345135, fitness increment: 0.00046027536484805065 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.88416004303351, fitness increment: 0.00023357266870926985 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.51611627559192, fitness increment: 0.00023533994283297943 Fitness: 0.0009291879763902999 >>>>> Evaluating: >>>>> [67.44120781879124, 240.4164012734152, 1.492378864087983] >>>>> [69.77809278337196, 242.65979652029705, 1.5158908670133997] >>>>> [69.78838702656657, 243.14414289333726, 0.8673450885942113] >>>>> [69.84948211474457, 241.4608353548325, 1.212714860824855] >>>>> [70.02267074466471, 244.5641184658198, 1.2738622975576643] >>>>> [70.02267074466471, 243.24829150408493, 1.2738622975576643] >>>>> [68.76609703672925, 243.49265297691366, 1.0236480527693765] >>>>> [69.32975120272265, 244.39070813144738, 1.0404868235349536] >>>>> [72.01609927296123, 243.1469247268645, 1.6195384053098025] >>>>> [69.82383050339826, 243.1469247268645, 0.8916150162493006] >> Running individual: {'amp': 67.44120781879124, 'period': 240.4164012734152, 'offset': 1.492378864087983} >> Running individual: {'amp': 69.77809278337196, 'period': 242.65979652029705, 'offset': 1.5158908670133997} >> Running individual: {'amp': 69.78838702656657, 'period': 243.14414289333726, 'offset': 0.8673450885942113} >> Running individual: {'amp': 69.84948211474457, 'period': 241.4608353548325, 'offset': 1.212714860824855} >> Running individual: {'amp': 70.02267074466471, 'period': 244.5641184658198, 'offset': 1.2738622975576643} >> Running individual: {'amp': 70.02267074466471, 'period': 243.24829150408493, 'offset': 1.2738622975576643} >> Running individual: {'amp': 68.76609703672925, 'period': 243.49265297691366, 'offset': 1.0236480527693765} >> Running individual: {'amp': 69.32975120272265, 'period': 244.39070813144738, 'offset': 1.0404868235349536} >> Running individual: {'amp': 72.01609927296123, 'period': 243.1469247268645, 'offset': 1.6195384053098025} >> Running individual: {'amp': 69.82383050339826, 'period': 243.1469247268645, 'offset': 0.8916150162493006} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.21681761947109, fitness increment: 0.0009636059082389625 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.20116255474565, fitness increment: 0.0006664612622824251 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 48.56006478693098, fitness increment: 0.00031915023043382895 Fitness: 0.0019492174009552166 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.815458827690726, fitness increment: 0.0005473982511347009 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.4123112156805, fitness increment: 0.0004054757213517446 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.02106251633476, fitness increment: 0.00012519595414117735 Fitness: 0.0010780699266276228 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.793484914599524, fitness increment: 0.00045445378115438473 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19649173626154, fitness increment: 0.00037834422550031555 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.98548399141668, fitness increment: 0.00019230290712546338 Fitness: 0.0010251009137801637 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.35451213522907, fitness increment: 0.0005941942968050729 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -56.84529973158999, fitness increment: 0.0007762030147917542 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 54.34090982173606, fitness increment: 3.276891697101547e-06 Fitness: 0.0013736742032939286 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.49397195283196, fitness increment: 0.0003931887821863045 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.29570460839868, fitness increment: 0.0001047977417580892 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 64.67270983945018, fitness increment: 0.00072246022729483 Fitness: 0.0012204467512392236 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.66538801668313, fitness increment: 0.0004661361002057385 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.78393998765577, fitness increment: 0.00032909225718913415 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.92234044917996, fitness increment: 0.0002712190905586054 Fitness: 0.001066447447953478 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.94156364299273, fitness increment: 0.0005349296629438838 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.60278274959901, fitness increment: 0.0002070523600525842 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.346768914694124, fitness increment: 0.0002211335442385831 Fitness: 0.0009631155672350511 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.991478043933164, fitness increment: 0.0004366882698286778 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.341354420430584, fitness increment: 0.00010778808804967621 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.36946206798405, fitness increment: 0.0005411214747984561 Fitness: 0.00108559783267681 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.04336005334361, fitness increment: 0.00034823790672977584 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.19675737563178, fitness increment: 0.0005119930886199331 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.63396978591645, fitness increment: 0.00045031232544545663 Fitness: 0.0013105433207951656 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.802856184173656, fitness increment: 0.0004536049417716015 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.19511484678959, fitness increment: 0.00037817414376573044 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.048683477193244, fitness increment: 0.00019720106848664098 Fitness: 0.001028980154023973 >>>>> Evaluating: >>>>> [69.76234933917479, 243.77978900269304, 1.5082059315244836] >>>>> [69.7793538474792, 243.22957554439157, 1.4841357380944573] >>>>> [67.69313466874723, 242.88590050194716, 2.51521560795019] >>>>> [66.52745564043347, 242.6799382217201, 2.51521560795019] >>>>> [68.31733323223168, 242.91350102138384, 3.2155131564198083] >>>>> [67.65345146905676, 243.0115466765126, 0.9090717761103237] >>>>> [70.91487099185613, 243.20678903718866, 2.3041845978909077] >>>>> [69.00666390031587, 242.97493759625564, 2.3498072100114338] >>>>> [69.67684146839913, 242.57801237994596, 1.5126880165368528] >>>>> [68.90456456208904, 243.14840394210106, 0.42192494453836926] >> Running individual: {'amp': 69.76234933917479, 'period': 243.77978900269304, 'offset': 1.5082059315244836} >> Running individual: {'amp': 69.7793538474792, 'period': 243.22957554439157, 'offset': 1.4841357380944573} >> Running individual: {'amp': 67.69313466874723, 'period': 242.88590050194716, 'offset': 2.51521560795019} >> Running individual: {'amp': 66.52745564043347, 'period': 242.6799382217201, 'offset': 2.51521560795019} >> Running individual: {'amp': 68.31733323223168, 'period': 242.91350102138384, 'offset': 3.2155131564198083} >> Running individual: {'amp': 67.65345146905676, 'period': 243.0115466765126, 'offset': 0.9090717761103237} >> Running individual: {'amp': 70.91487099185613, 'period': 243.20678903718866, 'offset': 2.3041845978909077} >> Running individual: {'amp': 69.00666390031587, 'period': 242.97493759625564, 'offset': 2.3498072100114338} >> Running individual: {'amp': 69.67684146839913, 'period': 242.57801237994596, 'offset': 1.5126880165368528} >> Running individual: {'amp': 68.90456456208904, 'period': 243.14840394210106, 'offset': 0.42192494453836926} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.53744680924087, fitness increment: 0.00047795199563194224 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.36035121123907, fitness increment: 0.00018548325755207706 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.54301312383085, fitness increment: 0.0004396604953895711 Fitness: 0.0011030957485735904 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.2242493294703, fitness increment: 0.0005075002772644277 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.416601317868455, fitness increment: 0.0002881246689154793 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.86628673286061, fitness increment: 0.0002661170189749429 Fitness: 0.0010617419651548499 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.099667896830105, fitness increment: 0.0008507024506244631 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.34916490426336, fitness increment: 0.00010830393626137802 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.04178203410438, fitness increment: 0.00012648694195604993 Fitness: 0.001085493328841891 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -56.92525366752055, fitness increment: 0.0010024329279283428 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.77334326829441, fitness increment: 7.357375610794747e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.407153871085136, fitness increment: 4.4979939805900315e-05 Fitness: 0.0011209866238421906 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -57.97616902014403, fitness increment: 0.0008660741590095222 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.096876792089894, fitness increment: 9.226375439441714e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.35284755885509, fitness increment: 0.00022163582930057046 Fitness: 0.0011799737427045098 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.75062958492389, fitness increment: 0.0006583999060131296 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.70379426603179, fitness increment: 0.0002163891720171618 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.80336832627538, fitness increment: 6.095210826972952e-05 Fitness: 0.0009357411863000209 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.40958768578151, fitness increment: 0.0004899078430367076 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.532289213408596, fitness increment: 0.00030073341363068273 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.57936109798317, fitness increment: 0.0004439018908980463 Fitness: 0.0012345431475654367 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.4993911242282, fitness increment: 0.0006860800435743997 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.40093194239365, fitness increment: 0.00018901111500813084 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.26372264995246, fitness increment: 0.00021432837162971285 Fitness: 0.0010894195302122434 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.67343850093914, fitness increment: 0.0005616121786747863 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.479471816127116, fitness increment: 0.00041411015972803167 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.653252041270825, fitness increment: 0.00010338030353806982 Fitness: 0.0010791026419408878 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.44809558748274, fitness increment: 0.00048629152733992154 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.93689845046706, fitness increment: 0.0003469529618759237 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.804832226456675, fitness increment: 0.00011211814342682036 Fitness: 0.0009453626326426656 >>>>> Evaluating: >>>>> [70.77377607198366, 243.68908529125233, 0.51288582555924] >>>>> [69.40985289574132, 242.31480469395996, 1.2105758104887685] >>>>> [67.088160436068, 243.23118469702112, 0.9952548022180299] >>>>> [70.0998228597547, 243.7237439050104, 1.2928973678108409] >>>>> [69.3359100674258, 243.67929412001604, 0.7074067383610653] >>>>> [70.24212247285138, 243.2066890937897, 0.5730814026460246] >>>>> [68.83112789137, 243.5303048211869, 1.6427822765303053] >>>>> [68.35552642351152, 243.3817586780794, 1.1877129588099298] >>>>> [69.29548312164827, 242.69584696194374, 0.5673907617385359] >>>>> [69.27944961493027, 243.64105154711305, 2.33204362110454] >> Running individual: {'amp': 70.77377607198366, 'period': 243.68908529125233, 'offset': 0.51288582555924} >> Running individual: {'amp': 69.40985289574132, 'period': 242.31480469395996, 'offset': 1.2105758104887685} >> Running individual: {'amp': 67.088160436068, 'period': 243.23118469702112, 'offset': 0.9952548022180299} >> Running individual: {'amp': 70.0998228597547, 'period': 243.7237439050104, 'offset': 1.2928973678108409} >> Running individual: {'amp': 69.3359100674258, 'period': 243.67929412001604, 'offset': 0.7074067383610653} >> Running individual: {'amp': 70.24212247285138, 'period': 243.2066890937897, 'offset': 0.5730814026460246} >> Running individual: {'amp': 68.83112789137, 'period': 243.5303048211869, 'offset': 1.6427822765303053} >> Running individual: {'amp': 68.35552642351152, 'period': 243.3817586780794, 'offset': 1.1877129588099298} >> Running individual: {'amp': 69.29548312164827, 'period': 242.69584696194374, 'offset': 0.5673907617385359} >> Running individual: {'amp': 69.27944961493027, 'period': 243.64105154711305, 'offset': 2.33204362110454} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.3885604819914, fitness increment: 0.000321387681478269 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.308789122974474, fitness increment: 0.0003923444655944408 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.16373611856457, fitness increment: 0.00039661632816534453 Fitness: 0.0011103484752380544 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.56011501446067, fitness increment: 0.0005730844810168945 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.02828857458818, fitness increment: 0.00048807248213411647 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.2101061741647, fitness increment: 3.793826730913441e-05 Fitness: 0.0010990952304601453 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.29565001031693, fitness increment: 0.0007089447982324693 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.78528508606274, fitness increment: 0.00013906108609595957 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.09209134271912, fitness increment: 7.411635441367803e-05 Fitness: 0.0009221222387421069 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.02211813801084, fitness increment: 0.0004339706047193914 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.94166680916786, fitness increment: 0.00023918927336552542 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.45888198102429, fitness increment: 0.0004299213472177543 Fitness: 0.0011030812253026712 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.88961750294331, fitness increment: 0.00044578382504345537 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.01865374366634, fitness increment: 0.0002468128674900649 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.07707261535835, fitness increment: 0.0002855542165781655 Fitness: 0.0009781509091116858 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.53619158196431, fitness increment: 0.0003896377301322307 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.73387205089917, fitness increment: 0.0004476407177346209 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.27612605518069, fitness increment: 0.00021533800899187217 Fitness: 0.0010526164568587237 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.40482348784613, fitness increment: 0.0005889934712244305 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.9655513740741, fitness increment: 0.00015289521131389705 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.13445119283129, fitness increment: 0.0002909637858389269 Fitness: 0.0010328524683772544 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.337665371653685, fitness increment: 0.000595940893991509 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.31913693928288, fitness increment: 0.00018193432153412736 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.82395065042827, fitness increment: 0.00018006332952136272 Fitness: 0.000957938545046999 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.35679575043579, fitness increment: 0.0004948873267380804 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.91019295730589, fitness increment: 0.00047164495371254667 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.79712625535476, fitness increment: 6.0681703076381766e-05 Fitness: 0.0010272139835270089 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.18987120593549, fitness increment: 0.0006113732137367212 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.421076086939564, fitness increment: 0.00011311119713608431 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.540257528041195, fitness increment: 0.0004393397778594821 Fitness: 0.0011638241887322875 >>>>> Evaluating: >>>>> [67.77292396499553, 243.03780888289552, 0.9008659130455672] >>>>> [67.14940859958281, 242.8841455475983, 0.7456360487543079] >>>>> [68.2765808670798, 243.37274468145276, -0.039481924233402244] >>>>> [70.35213936316197, 243.44191886476935, 1.2504304124820043] >>>>> [67.65345146905676, 243.0115466765126, 0.8813408190943479] >>>>> [67.65345146905676, 242.25633352901124, 0.9090717761103237] >>>>> [69.30121198084343, 244.20711702472477, 0.6905647205279256] >>>>> [67.95798010427265, 241.6912065746169, 0.35002043925448384] >>>>> [69.04920340328871, 243.1477812369375, -1.412795739999055] >>>>> [68.89859911860646, 243.59871315792807, -1.1102768813368555] >> Running individual: {'amp': 67.77292396499553, 'period': 243.03780888289552, 'offset': 0.9008659130455672} >> Running individual: {'amp': 67.14940859958281, 'period': 242.8841455475983, 'offset': 0.7456360487543079} >> Running individual: {'amp': 68.2765808670798, 'period': 243.37274468145276, 'offset': -0.039481924233402244} >> Running individual: {'amp': 70.35213936316197, 'period': 243.44191886476935, 'offset': 1.2504304124820043} >> Running individual: {'amp': 67.65345146905676, 'period': 243.0115466765126, 'offset': 0.8813408190943479} >> Running individual: {'amp': 67.65345146905676, 'period': 242.25633352901124, 'offset': 0.9090717761103237} >> Running individual: {'amp': 69.30121198084343, 'period': 244.20711702472477, 'offset': 0.6905647205279256} >> Running individual: {'amp': 67.95798010427265, 'period': 241.6912065746169, 'offset': 0.35002043925448384} >> Running individual: {'amp': 69.04920340328871, 'period': 243.1477812369375, 'offset': -1.412795739999055} >> Running individual: {'amp': 68.89859911860646, 'period': 243.59871315792807, 'offset': -1.1102768813368555} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.882716471847864, fitness increment: 0.0006440754042357222 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.760460254942494, fitness increment: 0.00022171708076268448 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.97867144583197, fitness increment: 6.879166037565554e-05 Fitness: 0.0009345841453740622 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.381257870574494, fitness increment: 0.0006992919364742223 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.68913383849109, fitness increment: 0.00021502129763106836 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.81256148133462, fitness increment: 2.5555050939818358e-05 Fitness: 0.000939868285045109 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.48811266303864, fitness increment: 0.000482547657441712 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.50077819063836, fitness increment: 0.0002972723158893853 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.501775370705964, fitness increment: 9.500240239879165e-05 Fitness: 0.000874822375729889 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.11111940184622, fitness increment: 0.0004261245611966169 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.707438308219096, fitness increment: 0.00032033616136528664 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.785868596556526, fitness increment: 0.00035593429791680453 Fitness: 0.001102395020478708 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.77836054193987, fitness increment: 0.0006553795110133542 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.73152522304777, fitness increment: 0.00021898843043832716 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.77563736925941, fitness increment: 5.9755405169781284e-05 Fitness: 0.0009341233466214627 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.25985687599707, fitness increment: 0.0007130002887527631 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.0057457478332, fitness increment: 0.00035514600553154807 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.28773639593205, fitness increment: 6.720236973567495e-07 Fitness: 0.001068818317981668 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.20342127748205, fitness increment: 0.00041806305759939377 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.019047709955245, fitness increment: 0.00015712681055457534 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.51000832009622, fitness increment: 0.00043582682405352013 Fitness: 0.0010110166922074892 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.708471362547186, fitness increment: 0.0006630049633580271 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.75826219285253, fitness increment: 0.0005958453428046573 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 52.9174209853997, fitness increment: 3.3225300847594674e-05 Fitness: 0.001292075607010279 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.41228647522092, fitness increment: 0.00031958175596857874 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.88684769253511, fitness increment: 0.0006159404585603934 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.09069362896782, fitness increment: 3.3962453397040626e-05 Fitness: 0.0009694846679260127 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.26185853306285, fitness increment: 0.00033111776893701705 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.645722726772576, fitness increment: 0.0004358748503606735 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.64252258947514, fitness increment: 0.00010277523234991648 Fitness: 0.0008697678516476071 >>>>> Evaluating: >>>>> [69.53408226286254, 243.20720130848392, -0.2692983986138425] >>>>> [69.12482073907529, 243.6004308326888, -0.9842288348906277] >>>>> [68.00880868807607, 244.24584964220378, 1.3877313096932644] >>>>> [66.31962514749631, 244.40597017667113, 1.0050500517427148] >>>>> [67.36875859921359, 243.1463034009178, 1.2998936059109432] >>>>> [67.92544399837776, 242.56126559995576, 0.3617004495310941] >>>>> [69.47399272343281, 243.17765259825353, 0.8896163334871487] >>>>> [66.23758241084873, 242.6903057385987, 0.6315408817978008] >>>>> [68.5391714427463, 243.03635518755993, 0.5099006951283234] >>>>> [68.47910764393424, 243.0572839662245, -0.08656207069456945] >> Running individual: {'amp': 69.53408226286254, 'period': 243.20720130848392, 'offset': -0.2692983986138425} >> Running individual: {'amp': 69.12482073907529, 'period': 243.6004308326888, 'offset': -0.9842288348906277} >> Running individual: {'amp': 68.00880868807607, 'period': 244.24584964220378, 'offset': 1.3877313096932644} >> Running individual: {'amp': 66.31962514749631, 'period': 244.40597017667113, 'offset': 1.0050500517427148} >> Running individual: {'amp': 67.36875859921359, 'period': 243.1463034009178, 'offset': 1.2998936059109432} >> Running individual: {'amp': 67.92544399837776, 'period': 242.56126559995576, 'offset': 0.3617004495310941} >> Running individual: {'amp': 69.47399272343281, 'period': 243.17765259825353, 'offset': 0.8896163334871487} >> Running individual: {'amp': 66.23758241084873, 'period': 242.6903057385987, 'offset': 0.6315408817978008} >> Running individual: {'amp': 68.5391714427463, 'period': 243.03635518755993, 'offset': 0.5099006951283234} >> Running individual: {'amp': 68.47910764393424, 'period': 243.0572839662245, 'offset': -0.08656207069456945} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.7427624844912, fitness increment: 0.00037249520545235004 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -55.01782534833743, fitness increment: 0.00048660567207181593 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.83355815138974, fitness increment: 0.00011381398557841482 Fitness: 0.0009729148631025808 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.34096407842311, fitness increment: 0.00032502585213034507 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.69228807906044, fitness increment: 0.00044207073444912925 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.96984402467396, fitness increment: 0.00012203304921498681 Fitness: 0.0008891296357944611 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.35662569728837, fitness increment: 0.0005939753527719471 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.266784194994194, fitness increment: 4.855426291594522e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 62.15578723160276, fitness increment: 0.00039573789875746446 Fitness: 0.0010382675144453568 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.29908789312975, fitness increment: 0.0007085558813105797 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -49.074598159846865, fitness increment: 1.0113141159395767e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.66565955807194, fitness increment: 0.00024825241664860886 Fitness: 0.0009669214391185843 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.18978903792228, fitness increment: 0.0007209726374598491 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.85102786545133, fitness increment: 0.00014403041632971014 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.37502485452242, fitness increment: 8.826399740347046e-05 Fitness: 0.0009532670511930297 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.25035326972376, fitness increment: 0.0006050340158858525 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.25193732212195, fitness increment: 0.0003852249366310678 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.00948394014919, fitness increment: 7.978092778637702e-06 Fitness: 0.000998237045295558 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.51069642043975, fitness increment: 0.0004804411701941902 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.86532255265987, fitness increment: 0.00033853647185277946 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.847924458906334, fitness increment: 0.00018185443771079335 Fitness: 0.001000832079757763 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.55651366876327, fitness increment: 0.0007950329514718746 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.40728498485532, fitness increment: 0.00018956641933765006 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 55.31788768883885, fitness increment: 8.163509598313468e-07 Fitness: 0.000985415721769356 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.959969409286614, fitness increment: 0.0005331217901605179 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.7607145207246, fitness increment: 0.0003264214888032413 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.22839355646479, fitness increment: 8.077780131765522e-05 Fitness: 0.0009403210802814144 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.51604295266593, fitness increment: 0.0004799431490027928 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.27236375253136, fitness increment: 0.00038777543605761355 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.64800085643989, fitness increment: 5.4400323312719934e-05 Fitness: 0.0009221189083731263 >>>>> Evaluating: >>>>> [68.67669027499826, 243.56804852051656, -0.8924217069105895] >>>>> [70.42050208113268, 243.2376501548855, 1.0432742783906956] >>>>> [68.9943792944892, 243.63690335537373, -0.7599487904547793] >>>>> [69.1736848518314, 243.70947572218682, 0.9771198006849495] >>>>> [67.64973397109674, 244.18374657028176, -0.23264293342280118] >>>>> [67.80692618490492, 243.8550328597812, 0.9144344442673958] >>>>> [68.39917793673888, 242.75418388559703, 0.5840346750978018] >>>>> [67.8622794307702, 243.01118686707602, -0.6149982904048429] >>>>> [69.18240535792282, 244.74089370069953, 0.6481338296862291] >>>>> [67.748928518883, 243.08687010842593, 2.306916476298093] >> Running individual: {'amp': 68.67669027499826, 'period': 243.56804852051656, 'offset': -0.8924217069105895} >> Running individual: {'amp': 70.42050208113268, 'period': 243.2376501548855, 'offset': 1.0432742783906956} >> Running individual: {'amp': 68.9943792944892, 'period': 243.63690335537373, 'offset': -0.7599487904547793} >> Running individual: {'amp': 69.1736848518314, 'period': 243.70947572218682, 'offset': 0.9771198006849495} >> Running individual: {'amp': 67.64973397109674, 'period': 244.18374657028176, 'offset': -0.23264293342280118} >> Running individual: {'amp': 67.80692618490492, 'period': 243.8550328597812, 'offset': 0.9144344442673958} >> Running individual: {'amp': 68.39917793673888, 'period': 242.75418388559703, 'offset': 0.5840346750978018} >> Running individual: {'amp': 67.8622794307702, 'period': 243.01118686707602, 'offset': -0.6149982904048429} >> Running individual: {'amp': 69.18240535792282, 'period': 244.74089370069953, 'offset': 0.6481338296862291} >> Running individual: {'amp': 67.748928518883, 'period': 243.08687010842593, 'offset': 2.306916476298093} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.82456247380836, fitness increment: 0.00036581340878838464 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.31153431425294, fitness increment: 0.0003926898927700817 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.57757377026027, fitness increment: 9.915044256991745e-05 Fitness: 0.0008576537441283838 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.24658611299359, fitness increment: 0.00041431949321468764 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.34699382903376, fitness increment: 0.00039716540566769876 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.99677577609905, fitness increment: 0.0002780690959276466 Fitness: 0.001089553994810033 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.02198889897702, fitness increment: 0.00034993555568507695 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.2995276862817, fitness increment: 0.0003911802198865999 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.18834962220875, fitness increment: 0.00013580827820292019 Fitness: 0.000876924053774597 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.49243174551863, fitness increment: 0.00048214444162131276 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.56735657193852, fitness increment: 0.0002038265458476074 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 61.29354284358011, fitness increment: 0.00030622796118606743 Fitness: 0.0009921989486549876 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.61383877034882, fitness increment: 0.00047087912054555314 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.7293880094854, fitness increment: 0.00013490455788356392 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.052368269902146, fitness increment: 0.00019748855096035633 Fitness: 0.0008032722293894734 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.410158797047565, fitness increment: 0.000588443283675133 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.306908393473094, fitness increment: 0.00010552776535444064 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.44925354092432, fitness increment: 0.00022967809015905782 Fitness: 0.0009236491391886315 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.57734174740441, fitness increment: 0.0005713330695360508 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.07383248698097, fitness increment: 0.00036334247133429365 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.26761715027814, fitness increment: 3.9931571104601105e-05 Fitness: 0.0009746071119749455 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.46170972153457, fitness increment: 0.00048501621103491654 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.39398644032842, fitness increment: 0.00040313559127802545 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.453774290559686, fitness increment: 1.6472488040375488e-05 Fitness: 0.0009046242903533175 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.460132495255294, fitness increment: 0.00039604660201553177 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.9500369071513, fitness increment: 8.351923240068615e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.72159134305009, fitness increment: 0.0005875435119538919 Fitness: 0.0010671093463701098 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.48638173510587, fitness increment: 0.000803456874449493 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.248948434206724, fitness increment: 0.00010177851586501419 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.518747001177005, fitness increment: 0.00015803559577376447 Fitness: 0.0010632709860882716 >>>>> Evaluating: >>>>> [68.22828500097752, 243.8592006472959, -0.2477645781954942] >>>>> [69.15494861629291, 243.9751464777069, -1.0044023573006242] >>>>> [68.12667692437621, 243.12345803933812, 0.318191856671034] >>>>> [69.19281755782606, 245.31214643251792, -0.6122220422437968] >>>>> [66.67038422672012, 243.68498552184136, 1.573184643187424] >>>>> [67.56940788510876, 243.3645577792279, 1.7605345761588338] >>>>> [67.01061458601615, 243.3481030716448, -1.1155069737268175] >>>>> [67.27127340815976, 243.3077709583748, 1.6986240400599166] >>>>> [68.2852715551077, 243.35271565050007, -0.7194069323744408] >>>>> [68.24836131342873, 243.49309076391563, -0.6159481547062476] >> Running individual: {'amp': 68.22828500097752, 'period': 243.8592006472959, 'offset': -0.2477645781954942} >> Running individual: {'amp': 69.15494861629291, 'period': 243.9751464777069, 'offset': -1.0044023573006242} >> Running individual: {'amp': 68.12667692437621, 'period': 243.12345803933812, 'offset': 0.318191856671034} >> Running individual: {'amp': 69.19281755782606, 'period': 245.31214643251792, 'offset': -0.6122220422437968} >> Running individual: {'amp': 66.67038422672012, 'period': 243.68498552184136, 'offset': 1.573184643187424} >> Running individual: {'amp': 67.56940788510876, 'period': 243.3645577792279, 'offset': 1.7605345761588338} >> Running individual: {'amp': 67.01061458601615, 'period': 243.3481030716448, 'offset': -1.1155069737268175} >> Running individual: {'amp': 67.27127340815976, 'period': 243.3077709583748, 'offset': 1.6986240400599166} >> Running individual: {'amp': 68.2852715551077, 'period': 243.35271565050007, 'offset': -0.7194069323744408} >> Running individual: {'amp': 68.24836131342873, 'period': 243.49309076391563, 'offset': -0.6159481547062476} Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.955998543157776, fitness increment: 0.0004398457572514225 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -52.7859510169618, fitness increment: 0.00022413491577599753 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.66868201502637, fitness increment: 0.00016867755036298338 Fitness: 0.0008326582233904034 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -63.62280693802953, fitness increment: 0.00030378046308110473 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.039468776768565, fitness increment: 0.00035919400012651703 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 60.05167116192472, fitness increment: 0.00019743414750161836 Fitness: 0.0008604086107092401 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -60.837445566241215, fitness increment: 0.0005452139945474332 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.47131574928352, fitness increment: 0.00029405433444140705 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.96396943330244, fitness increment: 6.811597616884768e-05 Fitness: 0.000907384305157688 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -64.06445503980609, fitness increment: 0.00027193179059370465 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.10157179300138, fitness increment: 9.255052751067083e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 63.775769655871095, fitness increment: 0.0005948552259610329 Fitness: 0.0009593375440654084 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.620833968778335, fitness increment: 0.000787346030288516 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -50.07729880853376, fitness increment: 4.052654821040669e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.63804589909365, fitness increment: 0.0001664749157744838 Fitness: 0.0009943474942734065 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -59.04652652299657, fitness increment: 0.000737410765225821 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.161631598808654, fitness increment: 9.625825584924641e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.67091808511104, fitness increment: 0.0001688388829043097 Fitness: 0.0010025079039793772 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -61.40949279846368, fitness increment: 0.0004899167705217922 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.62908463664765, fitness increment: 0.0003114903610162978 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 56.266968222763055, fitness increment: 1.2529850337728021e-05 Fitness: 0.000813936981875818 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -58.80474383904191, fitness increment: 0.0007655725067630126 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -51.09066842969637, fitness increment: 9.188522742431537e-05 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 59.183231718098405, fitness increment: 0.00013547721109374855 Fitness: 0.0009929349452810765 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.16320417647823, fitness increment: 0.000421566105238913 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -54.2235803995232, fitness increment: 0.00038169814885624653 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 57.768589344473064, fitness increment: 5.945314494093523e-05 Fitness: 0.0008627173990360948 Target value_200 (weight 1.0): target val: -71.81867355918855, actual: -62.11490216649568, fitness increment: 0.0004257926694297698 Target value_400 (weight 1.0): target val: -48.07375757711509, actual: -53.83783620396508, fitness increment: 0.0003353318327243837 Target value_812 (weight 1.0): target val: 54.992609780270925, actual: 58.2618327037353, fitness increment: 8.245583306132342e-05 Fitness: 0.0008435803352154769 [67.64973397109674, 244.18374657028176, -0.23264293342280118] : 0.0008032722293894734 Fittest individual: [67.64973397109674, 244.18374657028176, -0.23264293342280118] : 0.0008032722293894734 >> Running individual: {'amp': 67.64973397109674, 'period': 244.18374657028176, 'offset': -0.23264293342280118} WARNING:root:trough_phase_adaptation raising an error WARNING:pyelectro.analysis:Single spike width algorithm failure - setting to 0 WARNING:pyelectro.analysis:First spike width <1e-6s, this indicates a problem WARNING:pyelectro.analysis:Single spike width algorithm failure - setting to 0 WARNING:pyelectro.analysis:First spike width <1e-6s, this indicates a problem odict_keys(['amp', 'amp_increment', 'period', 'period_increment', 'offset']) >> Running individual: OrderedDict([('amp', 15), ('amp_increment', 5), ('period', 125), ('period_increment', 50), ('offset', 10)]) Surrogate analysis { 'wave_0:average_last_1percent': 6.27267562797754, 'wave_0:average_maximum': 24.99995262592391, 'wave_0:average_minimum': -4.999952625923928, 'wave_0:first_spike_time': 31.300000000000175, 'wave_0:interspike_time_covar': 0.0002799736818529884, 'wave_0:max_interspike_time': 125.00000000002842, 'wave_0:max_peak_no': 8, 'wave_0:maximum': 24.99995262592407, 'wave_0:mean_spike_frequency': 8.000914390214769, 'wave_0:min_interspike_time': 124.9000000000284, 'wave_0:min_peak_no': 8, 'wave_0:minimum': -4.999952625924099, 'wave_0:peak_decay_exponent': 5.610111898811093e-17, 'wave_0:peak_linear_gradient': 3.1376429652842216e-16, 'wave_0:spike_broadening': 0.0, 'wave_0:spike_frequency_adaptation': -0.004480232188142415, 'wave_0:spike_width_adaptation': 0.01682906222379753, 'wave_0:trough_decay_exponent': -7.42556492721696e-17, 'wave_1:average_last_1percent': -8.277879787394172, 'wave_1:average_maximum': 29.99996777272905, 'wave_1:average_minimum': -9.999967772729041, 'wave_1:first_spike_time': 43.70000000000035, 'wave_1:interspike_time_covar': 0.00036140316109397214, 'wave_1:max_interspike_time': 175.0999999999915, 'wave_1:max_peak_no': 6, 'wave_1:maximum': 29.99996777272916, 'wave_1:mean_spike_frequency': 5.7142857142848, 'wave_1:min_interspike_time': 174.90000000002917, 'wave_1:min_peak_no': 5, 'wave_1:minimum': -9.999967772729132, 'wave_1:peak_decay_exponent': 8.169587074166611e-17, 'wave_1:peak_linear_gradient': 1.983227002699478e-16, 'wave_1:spike_broadening': 0.0, 'wave_1:spike_frequency_adaptation': 0.016747570045383835, 'wave_1:spike_width_adaptation': 0.02080494196816126, 'wave_1:trough_decay_exponent': -1.4697884763259422e-16, 'wave_1:trough_phase_adaptation': 0.006389989978676786} Surrogate analysis { 'wave_0:average_maximum': 24.99995262592391, 'wave_0:average_minimum': -4.999952625923928, 'wave_0:mean_spike_frequency': 8.000914390214769, 'wave_1:average_maximum': 29.99996777272905, 'wave_1:average_minimum': -9.999967772729041, 'wave_1:mean_spike_frequency': 5.7142857142848} Created files: /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_statistics.csv and /builddir/build/BUILD/neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445/examples-temp/data//ga_individuals.csv >>>>> Evaluating: >>>>> [7.4987115473397985, 0.14852473704754843, 224.70336300088977, 132.05497866339837, 14.93979334368058] >>>>> [10.050104799252498, 18.073767488633848, 181.66578885083285, 141.37676962312622, 8.816319873541817] >>>>> [13.22648346259503, 15.347377486286941, 225.6310764308252, 13.828222597888328, 4.811598438773263] >>>>> [10.358306317562954, 10.751083932312016, 76.28060420992381, 37.314217018092194, 3.1146511689452243] >>>>> [13.98457141101084, -1.1734857186230734, 139.29568388933444, 75.67587070365815, -6.626067769981674] >>>>> [21.217092276177205, 0.34115059729945685, 212.59112795911696, 79.48939839658638, 12.611534765836522] >>>>> [7.180178669464031, 0.10957886676423456, 126.0099125373755, 89.183508739129, -5.792982293458238] >>>>> [16.11842109967624, 10.767062036315801, 185.78432497164818, 142.3568356149757, -8.381558135288113] >>>>> [17.08790287175888, 13.33740396805695, 209.7205741858399, 6.761854635273522, 3.060674554656398] >>>>> [14.811557689663609, -2.843427776815414, 226.54932225702552, 82.77450323619625, 12.222309602716512] >>>>> [14.400797726283688, 15.855259633443376, 185.50173810336088, 32.2027468542324, -11.361849086301426] >>>>> [12.828224973624582, 17.02497783936456, 136.18871525085677, 120.13923584743455, -1.711835888207851] >>>>> [12.837584909817698, -2.502464749075301, 209.47712903448746, 97.27336373590052, -5.8848437858896325] >>>>> [21.212955971590915, 11.163260783076987, 212.61128449067624, 43.55316695245433, -3.6137527309298783] >>>>> [5.949261912603465, 1.3776041870258418, 98.73505026490895, 153.78911111705864, 10.021262060548832] >>>>> [17.911711925897343, 2.5368207556395532, 164.05729832873524, 148.40498830439384, 1.4237960900304145] >>>>> [15.906268344061049, 2.8347626091567406, 184.62550116584563, 50.10638358605627, -2.167146663198519] >>>>> [10.767396714336517, 10.59345110760555, 218.1277135406, 43.615004540179484, -4.349594964072121] >>>>> [4.918909764496128, 7.094784221234287, 116.96480760300766, 92.0370244443865, -9.832742824502635] >>>>> [15.03664238569366, 16.614881662165295, 155.7651113984765, 25.320856748108667, 11.822535180263108] >> Running individual: {'amp': 7.4987115473397985, 'amp_increment': 0.14852473704754843, 'period': 224.70336300088977, 'period_increment': 132.05497866339837, 'offset': 14.93979334368058} >> Running individual: {'amp': 10.050104799252498, 'amp_increment': 18.073767488633848, 'period': 181.66578885083285, 'period_increment': 141.37676962312622, 'offset': 8.816319873541817} >> Running individual: {'amp': 13.22648346259503, 'amp_increment': 15.347377486286941, 'period': 225.6310764308252, 'period_increment': 13.828222597888328, 'offset': 4.811598438773263} >> Running individual: {'amp': 10.358306317562954, 'amp_increment': 10.751083932312016, 'period': 76.28060420992381, 'period_increment': 37.314217018092194, 'offset': 3.1146511689452243} >> Running individual: {'amp': 13.98457141101084, 'amp_increment': -1.1734857186230734, 'period': 139.29568388933444, 'period_increment': 75.67587070365815, 'offset': -6.626067769981674} >> Running individual: {'amp': 21.217092276177205, 'amp_increment': 0.34115059729945685, 'period': 212.59112795911696, 'period_increment': 79.48939839658638, 'offset': 12.611534765836522} >> Running individual: {'amp': 7.180178669464031, 'amp_increment': 0.10957886676423456, 'period': 126.0099125373755, 'period_increment': 89.183508739129, 'offset': -5.792982293458238} >> Running individual: {'amp': 16.11842109967624, 'amp_increment': 10.767062036315801, 'period': 185.78432497164818, 'period_increment': 142.3568356149757, 'offset': -8.381558135288113} >> Running individual: {'amp': 17.08790287175888, 'amp_increment': 13.33740396805695, 'period': 209.7205741858399, 'period_increment': 6.761854635273522, 'offset': 3.060674554656398} >> Running individual: {'amp': 14.811557689663609, 'amp_increment': -2.843427776815414, 'period': 226.54932225702552, 'period_increment': 82.77450323619625, 'offset': 12.222309602716512} >> Running individual: {'amp': 14.400797726283688, 'amp_increment': 15.855259633443376, 'period': 185.50173810336088, 'period_increment': 32.2027468542324, 'offset': -11.361849086301426} >> Running individual: {'amp': 12.828224973624582, 'amp_increment': 17.02497783936456, 'period': 136.18871525085677, 'period_increment': 120.13923584743455, 'offset': -1.711835888207851} >> Running individual: {'amp': 12.837584909817698, 'amp_increment': -2.502464749075301, 'period': 209.47712903448746, 'period_increment': 97.27336373590052, 'offset': -5.8848437858896325} >> Running individual: {'amp': 21.212955971590915, 'amp_increment': 11.163260783076987, 'period': 212.61128449067624, 'period_increment': 43.55316695245433, 'offset': -3.6137527309298783} >> Running individual: {'amp': 5.949261912603465, 'amp_increment': 1.3776041870258418, 'period': 98.73505026490895, 'period_increment': 153.78911111705864, 'offset': 10.021262060548832} >> Running individual: {'amp': 17.911711925897343, 'amp_increment': 2.5368207556395532, 'period': 164.05729832873524, 'period_increment': 148.40498830439384, 'offset': 1.4237960900304145} >> Running individual: {'amp': 15.906268344061049, 'amp_increment': 2.8347626091567406, 'period': 184.62550116584563, 'period_increment': 50.10638358605627, 'offset': -2.167146663198519} >> Running individual: {'amp': 10.767396714336517, 'amp_increment': 10.59345110760555, 'period': 218.1277135406, 'period_increment': 43.615004540179484, 'offset': -4.349594964072121} >> Running individual: {'amp': 4.918909764496128, 'amp_increment': 7.094784221234287, 'period': 116.96480760300766, 'period_increment': 92.0370244443865, 'offset': -9.832742824502635} >> Running individual: {'amp': 15.03664238569366, 'amp_increment': 16.614881662165295, 'period': 155.7651113984765, 'period_increment': 25.320856748108667, 'offset': 11.822535180263108} - Evaluating [7.4987115473397985, 0.14852473704754843, 224.70336300088977, 132.05497866339837, 14.93979334368058] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: <>, cost: ?, fitness inc: 1 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: <>, cost: ?, fitness inc: 1 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Fitness: 4.456026058631924 - Evaluating [10.050104799252498, 18.073767488633848, 181.66578885083285, 141.37676962312622, 8.816319873541817] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 18.866420465824866, cost: 0.0014025235801229385, fitness inc: 0.0014025235801229385 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.2337784752815526, cost: 0.013065740482431032, fitness inc: 0.013065740482431032 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.504334663546737, cost: 0.0022667460346539325, fitness inc: 0.022667460346539325 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.94018568360159, cost: 0.0012472095515813075, fitness inc: 0.0012472095515813075 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.30754884536228, cost: 0.019813533877622524, fitness inc: 0.019813533877622524 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.0959752321976772, cost: 0.004874979762831133, fitness inc: 0.04874979762831133 Fitness: 0.10694626546660846 - Evaluating [13.22648346259503, 15.347377486286941, 225.6310764308252, 13.828222597888328, 4.811598438773263] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 18.03807872818671, cost: 0.0018061989582117688, fitness inc: 0.0018061989582117688 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.414881037902628, cost: 0.010767296676553295, fitness inc: 0.010767296676553295 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.431969271679077, cost: 0.00462131544555322, fitness inc: 0.0462131544555322 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.3854497499381, cost: 0.000297062060873321, fitness inc: 0.000297062060873321 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -23.7622548828112, cost: 0.04232331967169989, fitness inc: 0.04232331967169989 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.176527913127592, cost: 0.001686924011832458, fitness inc: 0.01686924011832458 Fitness: 0.11827627194119505 - Evaluating [10.358306317562954, 10.751083932312016, 76.28060420992381, 37.314217018092194, 3.1146511689452243] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 13.472923395471007, cost: 0.004936102534250808, fitness inc: 0.004936102534250808 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.243630081095203, cost: 0.004676598324755199, fitness inc: 0.004676598324755199 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 13.110455588329632, cost: 0.009426448019146272, fitness inc: 0.09426448019146272 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.224020002182318, cost: 0.0008641840595059458, fitness inc: 0.0008641840595059458 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.99471889119208, cost: 0.014694685868920532, fitness inc: 0.014694685868920532 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 8.802816901407052, cost: 0.006770279084075681, fitness inc: 0.06770279084075681 Fitness: 0.187138841819652 - Evaluating [13.98457141101084, -1.1734857186230734, 139.29568388933444, 75.67587070365815, -6.626067769981674] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 7.358500868048977, cost: 0.01148550509014501, fitness inc: 0.01148550509014501 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -20.610615669324538, cost: 0.1853034769709192, fitness inc: 0.1853034769709192 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.178750897342753, cost: 0.0002463241115862047, fitness inc: 0.002463241115862047 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 6.185012567283517, cost: 0.014490900862882183, fitness inc: 0.014490900862882183 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.437148679904354, cost: 0.020357836131135176, fitness inc: 0.020357836131135176 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.651703686474422, cost: 0.0008061717171282679, fitness inc: 0.008061717171282679 Fitness: 0.2421626773422263 - Evaluating [21.217092276177205, 0.34115059729945685, 212.59112795911696, 79.48939839658638, 12.611534765836522] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 33.8286172220679, cost: 0.002901526234703078, fitness inc: 0.002901526234703078 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.60554823745299, cost: 0.01198839612391589, fitness inc: 0.01198839612391589 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.703668861711381, cost: 0.003947139733335159, fitness inc: 0.03947139733335159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.16977637607834, cost: 0.0004505798048940468, fitness inc: 0.0004505798048940468 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.946701950445444, cost: 0.0002587874217239161, fitness inc: 0.0002587874217239161 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4234851078393076, cost: 0.0037359574169352205, fitness inc: 0.037359574169352205 Fitness: 0.09243026108794072 - Evaluating [7.180178669464031, 0.10957886676423456, 126.0099125373755, 89.183508739129, -5.792982293458238] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 1.387187440097406, cost: 0.020391292179929743, fitness inc: 0.020391292179929743 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -12.973151218054726, cost: 0.05601145975779287, fitness inc: 0.05601145975779287 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.935608207684952, cost: 1.5545527339844156e-06, fitness inc: 1.5545527339844156e-05 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 1.4967742929822914, cost: 0.020628595964296448, fitness inc: 0.020628595964296448 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.082738980761174, cost: 0.0022125861742439135, fitness inc: 0.0022125861742439135 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.646840148698135, cost: 0.0008135624359352223, fitness inc: 0.008135624359352223 Fitness: 0.10739510396295504 - Evaluating [16.11842109967624, 10.767062036315801, 185.78432497164818, 142.3568356149757, -8.381558135288113] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 7.736856434204597, cost: 0.011003492525687664, fitness inc: 0.011003492525687664 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -24.49997426708493, cost: 0.26194224303036406, fitness inc: 0.26194224303036406 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.382131324003505, cost: 0.0024935168842941113, fitness inc: 0.024935168842941113 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 18.503921534035864, cost: 0.0034146540441696294, fitness inc: 0.0034146540441696294 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -35.2670357354944, cost: 0.12965277862593638, fitness inc: 0.12965277862593638 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.0473868657621455, cost: 0.005056666558688749, fitness inc: 0.050566665586887494 Fitness: 0.48151500265598635 - Evaluating [17.08790287175888, 13.33740396805695, 209.7205741858399, 6.761854635273522, 3.060674554656398] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.148570704649494, cost: 0.0008779057787356992, fitness inc: 0.0008779057787356992 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -14.027221608241527, cost: 0.07068401043043149, fitness inc: 0.07068401043043149 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.768148766240747, cost: 0.003794851265946586, fitness inc: 0.03794851265946586 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.48597077385224, cost: 0.0003149589223242488, fitness inc: 0.0003149589223242488 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -27.364618795970813, cost: 0.06573289528404036, fitness inc: 0.06573289528404036 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.618937644341054, cost: 0.0008566136594592155, fitness inc: 0.008566136594592155 Fitness: 0.1841244196695898 - Evaluating [14.811557689663609, -2.843427776815414, 226.54932225702552, 82.77450323619625, 12.222309602716512] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.033862903126973, cost: 0.00015441693496620612, fitness inc: 0.00015441693496620612 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.589243306387391, cost: 0.005394924498478559, fitness inc: 0.005394924498478559 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.413711931733951, cost: 0.0046684968011844186, fitness inc: 0.046684968011844186 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: <>, cost: ?, fitness inc: 1 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: <>, cost: ?, fitness inc: 1 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Fitness: 2.280247338761251 - Evaluating [14.400797726283688, 15.855259633443376, 185.50173810336088, 32.2027468542324, -11.361849086301426] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 3.0389451897215634, cost: 0.017686945898449102, fitness inc: 0.017686945898449102 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -25.76263943673315, cost: 0.2869150751515045, fitness inc: 0.2869150751515045 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.390835579513937, cost: 0.0024770096247354045, fitness inc: 0.024770096247354045 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 18.89419224967323, cost: 0.0031874727320084784, fitness inc: 0.0031874727320084784 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -41.61790332830748, cost: 0.18914321242945786, fitness inc: 0.18914321242945786 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.5934772622868065, cost: 0.000896862777653662, fitness inc: 0.00896862777653662 Fitness: 0.5306714302353106 - Evaluating [12.828224973624582, 17.02497783936456, 136.18871525085677, 120.13923584743455, -1.711835888207851] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 11.116379707117447, cost: 0.007144746808247504, fitness inc: 0.007144746808247504 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -14.540053101742519, cost: 0.07829646538706214, fitness inc: 0.07829646538706214 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.342143906019436, cost: 0.00015816016525549426, fitness inc: 0.0015816016525549426 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.141360140635843, cost: 8.955126971499361e-05, fitness inc: 8.955126971499361e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -31.56503034069577, cost: 0.09789044695834603, fitness inc: 0.09789044695834603 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.9011703511047213, cost: 0.0023436067939403005, fitness inc: 0.023436067939403005 Fitness: 0.20843888001532862 - Evaluating [12.837584909817698, -2.502464749075301, 209.47712903448746, 97.27336373590052, -5.8848437858896325] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 6.9527363364788615, cost: 0.012013508690822627, fitness inc: 0.012013508690822627 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -18.722423985405584, cost: 0.1494832534845949, fitness inc: 0.1494832534845949 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.773839360304765, cost: 0.00378155345019604, fitness inc: 0.0378155345019604 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 4.450275120422925, cost: 0.016642478828417406, fitness inc: 0.016642478828417406 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.219961877077406, cost: 0.008946570719737923, fitness inc: 0.008946570719737923 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.2599837000810297, cost: 0.0042859148734138985, fitness inc: 0.042859148734138985 Fitness: 0.26776049495967225 - Evaluating [21.212955971590915, 11.163260783076987, 212.61128449067624, 43.55316695245433, -3.6137527309298783] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 17.599195271336228, cost: 0.002040626895040476, fitness inc: 0.002040626895040476 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -24.826701617870178, cost: 0.26841772807803443, fitness inc: 0.26841772807803443 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.703668861711381, cost: 0.003947139733335159, fitness inc: 0.03947139733335159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.76245475146972, cost: 3.970246948992173e-05, fitness inc: 3.970246948992173e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -35.98995982880906, cost: 0.13615340415843746, fitness inc: 0.13615340415843746 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.903708523096332, cost: 0.002337065101808089, fitness inc: 0.02337065101808089 Fitness: 0.4694935099524348 - Evaluating [5.949261912603465, 1.3776041870258418, 98.73505026490895, 153.78911111705864, 10.021262060548832] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: <>, cost: ?, fitness inc: 1 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: <>, cost: ?, fitness inc: 1 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Fitness: 4.456026058631924 - Evaluating [17.911711925897343, 2.5368207556395532, 164.05729832873524, 148.40498830439384, 1.4237960900304145] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.335499408830533, cost: 0.0011964497956261644, fitness inc: 0.0011964497956261644 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -16.487903769997374, cost: 0.10966850041884402, fitness inc: 0.10966850041884402 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.09533097647108, cost: 0.001321840392096263, fitness inc: 0.01321840392096263 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 21.872325540862676, cost: 0.0017097051289545195, fitness inc: 0.0017097051289545195 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.024732336422915, cost: 0.01864984984997775, fitness inc: 0.01864984984997775 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.2005120819326405, cost: 0.004495195414234376, fitness inc: 0.044951954142343764 Fitness: 0.18939486325670885 - Evaluating [15.906268344061049, 2.8347626091567406, 184.62550116584563, 50.10638358605627, -2.167146663198519] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 13.739112286854484, cost: 0.004711821845211017, fitness inc: 0.004711821845211017 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -18.073407080663497, cost: 0.1375770595733824, fitness inc: 0.1375770595733824 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.4163845633031915, cost: 0.0024288713204563273, fitness inc: 0.024288713204563273 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 16.573878999007277, cost: 0.004651674611923062, fitness inc: 0.004651674611923062 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.908169377724505, cost: 0.02701421741275256, fitness inc: 0.02701421741275256 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.2601533655205275, cost: 0.0015087074551942692, fitness inc: 0.015087074551942692 Fitness: 0.213330561199775 - Evaluating [10.767396714336517, 10.59345110760555, 218.1277135406, 43.615004540179484, -4.349594964072121] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 6.417797403397683, cost: 0.012727051989719018, fitness inc: 0.012727051989719018 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.116987887775103, cost: 0.08720195745907633, fitness inc: 0.08720195745907633 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.584527220629628, cost: 0.00423631248348133, fitness inc: 0.042363124834813304 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 17.011247482513433, cost: 0.004354843208667414, fitness inc: 0.004354843208667414 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -25.710437489182183, cost: 0.05445528032185332, fitness inc: 0.05445528032185332 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.82019610339937, cost: 0.002557066276144715, fitness inc: 0.02557066276144715 Fitness: 0.22667292057557653 - Evaluating [4.918909764496128, 7.094784221234287, 116.96480760300766, 92.0370244443865, -9.832742824502635] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 2.180939698291419, cost: 0.019669424912635458, fitness inc: 0.019669424912635458 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.84642536096266, cost: 0.03170758195476342, fitness inc: 0.03170758195476342 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.78468899521455, cost: 0.000617126150590952, fitness inc: 0.00617126150590952 Fitness: 2.28556129768927 - Evaluating [15.03664238569366, 16.614881662165295, 155.7651113984765, 25.320856748108667, 11.822535180263108] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.859167371139772, cost: 0.00012903320420876163, fitness inc: 0.00012903320420876163 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2140952677733527, cost: 0.002967889224442799, fitness inc: 0.002967889224442799 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.419309282320256, cost: 0.0009109569471746903, fitness inc: 0.009109569471746903 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.47403785647715, cost: 0.004684825706335105, fitness inc: 0.004684825706335105 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.828977847396136, cost: 0.022045392828738186, fitness inc: 0.022045392828738186 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.522573519259167, cost: 2.6262795752685086e-05, fitness inc: 0.00026262795752685086 Fitness: 0.039199338392998606 >>>>> Evaluating: >>>>> [18.007371459200428, 13.495778437273767, 184.75402784036507, 60.191943220479345, 1.9863111149078012] >>>>> [16.57001731231599, 13.205103942814315, 184.7817824231451, 14.213789432785186, 4.7149621358646625] >>>>> [5.881206819181987, 12.201496908872242, 173.9820633595721, 56.75534615442783, -9.798276040715965] >>>>> [10.355554825173462, 10.392640879712703, 125.09481584866433, 68.0266161214742, -10.447256894961265] >>>>> [21.5563124492991, 11.852279923273688, 166.77385331337425, 73.41639491502966, 13.38352899101582] >>>>> [19.26099993663981, 1.7343392188951834, 198.08899082336586, 44.36432054225677, 12.306852841222202] >>>>> [16.621269324439798, 9.979850932009834, 223.06628787663848, 69.90498040243928, 12.832885564669642] >>>>> [17.63358100220446, 9.589600654508741, 219.35535606642085, 69.89797595605997, 5.654805588909729] >>>>> [17.5069404263314, 12.282476073946475, 206.54518348081368, 47.579834074858454, 1.379893237420861] >>>>> [15.241278733535763, 13.858565925303186, 202.7703149692508, 45.67358319796652, -0.1533214390837676] >> Running individual: {'amp': 18.007371459200428, 'amp_increment': 13.495778437273767, 'period': 184.75402784036507, 'period_increment': 60.191943220479345, 'offset': 1.9863111149078012} >> Running individual: {'amp': 16.57001731231599, 'amp_increment': 13.205103942814315, 'period': 184.7817824231451, 'period_increment': 14.213789432785186, 'offset': 4.7149621358646625} >> Running individual: {'amp': 5.881206819181987, 'amp_increment': 12.201496908872242, 'period': 173.9820633595721, 'period_increment': 56.75534615442783, 'offset': -9.798276040715965} >> Running individual: {'amp': 10.355554825173462, 'amp_increment': 10.392640879712703, 'period': 125.09481584866433, 'period_increment': 68.0266161214742, 'offset': -10.447256894961265} >> Running individual: {'amp': 21.5563124492991, 'amp_increment': 11.852279923273688, 'period': 166.77385331337425, 'period_increment': 73.41639491502966, 'offset': 13.38352899101582} >> Running individual: {'amp': 19.26099993663981, 'amp_increment': 1.7343392188951834, 'period': 198.08899082336586, 'period_increment': 44.36432054225677, 'offset': 12.306852841222202} >> Running individual: {'amp': 16.621269324439798, 'amp_increment': 9.979850932009834, 'period': 223.06628787663848, 'period_increment': 69.90498040243928, 'offset': 12.832885564669642} >> Running individual: {'amp': 17.63358100220446, 'amp_increment': 9.589600654508741, 'period': 219.35535606642085, 'period_increment': 69.89797595605997, 'offset': 5.654805588909729} >> Running individual: {'amp': 17.5069404263314, 'amp_increment': 12.282476073946475, 'period': 206.54518348081368, 'period_increment': 47.579834074858454, 'offset': 1.379893237420861} >> Running individual: {'amp': 15.241278733535763, 'amp_increment': 13.858565925303186, 'period': 202.7703149692508, 'period_increment': 45.67358319796652, 'offset': -0.1533214390837676} - Evaluating [18.007371459200428, 13.495778437273767, 184.75402784036507, 60.191943220479345, 1.9863111149078012] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.993673377534865, cost: 0.0009348079207346371, fitness inc: 0.0009348079207346371 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -16.02105332871194, cost: 0.1018253141159795, fitness inc: 0.1018253141159795 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.4127198917448, cost: 0.0024357473332989876, fitness inc: 0.024357473332989876 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.489452971639224, cost: 0.00031558826816480146, fitness inc: 0.00031558826816480146 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -29.516827581389467, cost: 0.08162436622482727, fitness inc: 0.08162436622482727 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.0821880527956775, cost: 0.0018998498924323037, fitness inc: 0.018998498924323037 Fitness: 0.22805604878701913 - Evaluating [16.57001731231599, 13.205103942814315, 184.7817824231451, 14.213789432785186, 4.7149621358646625] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.28497103150746, cost: 0.0005149772424085652, fitness inc: 0.0005149772424085652 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.855045829974546, cost: 0.042017416699285604, fitness inc: 0.042017416699285604 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.411987552427827, cost: 0.0024371225761306015, fitness inc: 0.024371225761306015 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.49005901794769, cost: 0.0005224185619007171, fitness inc: 0.0005224185619007171 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -25.060137304795223, cost: 0.05026236877867374, fitness inc: 0.05026236877867374 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.025125628139926, cost: 0.000339270225705568, fitness inc: 0.0033927022570556797 Fitness: 0.12108110930063032 - Evaluating [5.881206819181987, 12.201496908872242, 173.9820633595721, 56.75534615442783, -9.798276040715965] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 8.284423669598599, cost: 0.012078117357722018, fitness inc: 0.012078117357722018 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -27.880972600671026, cost: 0.06942483903884644, fitness inc: 0.06942483903884644 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.334007512279053, cost: 0.0013595503456871327, fitness inc: 0.013595503456871327 Fitness: 2.323111489169402 - Evaluating [10.355554825173462, 10.392640879712703, 125.09481584866433, 68.0266161214742, -10.447256894961265] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 10.300929865950872, cost: 0.009960423322932122, fitness inc: 0.009960423322932122 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -31.195443599580006, cost: 0.09487948810448721, fitness inc: 0.09487948810448721 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.177993527507302, cost: 0.00020547858902275618, fitness inc: 0.0020547858902275618 Fitness: 2.3349077266336087 - Evaluating [21.5563124492991, 11.852279923273688, 166.77385331337425, 73.41639491502966, 13.38352899101582] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 34.93982985328636, cost: 0.0036750348940143285, fitness inc: 0.0036750348940143285 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.172767336986567, cost: 0.00930835478419123, fitness inc: 0.00930835478419123 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.995922772513754, cost: 0.0014631429555476139, fitness inc: 0.014631429555476139 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.79210760607891, cost: 0.007257447963888497, fitness inc: 0.007257447963888497 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.02505302350791, cost: 0.02291336154500112, fitness inc: 0.02291336154500112 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.163197335553079, cost: 0.0017162477202962156, fitness inc: 0.017162477202962156 Fitness: 0.07494810594553347 - Evaluating [19.26099993663981, 1.7343392188951834, 198.08899082336586, 44.36432054225677, 12.306852841222202] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.5678504286523, cost: 0.001607875188531449, fitness inc: 0.001607875188531449 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.954134076757813, cost: 0.0035516451974628716, fitness inc: 0.0035516451974628716 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.047955577990133, cost: 0.003168357162481872, fitness inc: 0.03168357162481872 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.30218776047681, cost: 0.00028263402850381425, fitness inc: 0.00028263402850381425 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.688479588869967, cost: 0.00040117520714522126, fitness inc: 0.00040117520714522126 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.124278251305398, cost: 0.00180329732777329, fitness inc: 0.0180329732777329 Fitness: 0.055559874524194974 - Evaluating [16.621269324439798, 9.979850932009834, 223.06628787663848, 69.90498040243928, 12.832885564669642] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.45414929665923, cost: 0.0007401429943967308, fitness inc: 0.0007401429943967308 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.788380132284975, cost: 0.001368198809730492, fitness inc: 0.001368198809730492 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.4829647340101175, cost: 0.004490782938891491, fitness inc: 0.04490782938891491 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.434001240653984, cost: 0.002302125953248746, fitness inc: 0.002302125953248746 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.768231324542848, cost: 0.0033023686291442367, fitness inc: 0.0033023686291442367 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4129692832759777, cost: 0.0037702060422938333, fitness inc: 0.03770206042293833 Fitness: 0.09032272619837345 - Evaluating [17.63358100220446, 9.589600654508741, 219.35535606642085, 69.89797595605997, 5.654805588909729] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.288378488298598, cost: 0.00010935593286853784, fitness inc: 0.00010935593286853784 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.978771599867407, cost: 0.043481282523984754, fitness inc: 0.043481282523984754 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.558404558403816, cost: 0.0043010645423755545, fitness inc: 0.043010645423755545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.877983629966145, cost: 0.0002146981595892994, fitness inc: 0.0002146981595892994 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.56836788574016, cost: 0.030281127000650887, fitness inc: 0.030281127000650887 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4572169403625344, cost: 0.0036271403173472327, fitness inc: 0.03627140317347233 Fitness: 0.15336851221432135 - Evaluating [17.5069404263314, 12.282476073946475, 206.54518348081368, 47.579834074858454, 1.379893237420861] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 18.88682806802526, cost: 0.0013932190828400692, fitness inc: 0.0013932190828400692 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -16.127038756835006, cost: 0.10358930843347725, fitness inc: 0.10358930843347725 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.841442749938717, cost: 0.003625343263251035, fitness inc: 0.03625343263251035 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.169302273945323, cost: 3.544845741476621e-05, fitness inc: 3.544845741476621e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -28.40951625202914, cost: 0.07328452443392663, fitness inc: 0.07328452443392663 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.9349422875125044, cost: 0.0022573089023131265, fitness inc: 0.022573089023131265 Fitness: 0.23712902206330033 - Evaluating [15.241278733535763, 13.858565925303186, 202.7703149692508, 45.67358319796652, -0.1533214390837676] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 15.087952565224137, cost: 0.003654525180563084, fitness inc: 0.003654525180563084 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.394594190797044, cost: 0.09160875536112167, fitness inc: 0.09160875536112167 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.931574405128065, cost: 0.0034221478101139624, fitness inc: 0.034221478101139624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.946513962432718, cost: 2.87709174074946e-05, fitness inc: 2.87709174074946e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -29.253158414904963, cost: 0.07960819043791445, fitness inc: 0.07960819043791445 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.025224741714128, cost: 0.0020345064085524056, fitness inc: 0.020345064085524056 Fitness: 0.22946678408367038 >>>>> Evaluating: >>>>> [12.101801912926145, 1.8567374584164735, 194.96700614679145, 140.86298631836863, 11.52617079639037] >>>>> [21.83092006410761, 13.735510571616704, 186.49269057167936, 83.57788192893125, 10.801436565410862] >>>>> [10.672462940434201, 0.7836420496447931, 151.29274953480208, 113.29987359820558, -5.2257458269142605] >>>>> [8.25373366643895, 0.012855559944468409, 150.03532770938017, 138.37137428701593, -4.474078229613772] >>>>> [13.282977850031775, 12.565338672563813, 124.88400408747124, 39.34051180747695, 2.9616557728889434] >>>>> [16.379855454485998, 11.775010241097139, 141.71640611245888, 45.0573072040748, 0.5818164151541902] >>>>> [16.436466107125774, 14.87474893102393, 173.0691528241777, 25.3039058911211, 10.904509108521752] >>>>> [13.77643055525178, 16.112103164295824, 171.82683838081374, 18.949640734626307, 3.313221288233159] >>>>> [18.563854847804624, 0.6874386131676304, 178.1971672626039, 96.46513845252963, 1.0425620608388932] >>>>> [17.718308761576036, -0.21114899365935003, 165.77653027581826, 86.92635434504486, 4.9973284881227595] >> Running individual: {'amp': 12.101801912926145, 'amp_increment': 1.8567374584164735, 'period': 194.96700614679145, 'period_increment': 140.86298631836863, 'offset': 11.52617079639037} >> Running individual: {'amp': 21.83092006410761, 'amp_increment': 13.735510571616704, 'period': 186.49269057167936, 'period_increment': 83.57788192893125, 'offset': 10.801436565410862} >> Running individual: {'amp': 10.672462940434201, 'amp_increment': 0.7836420496447931, 'period': 151.29274953480208, 'period_increment': 113.29987359820558, 'offset': -5.2257458269142605} >> Running individual: {'amp': 8.25373366643895, 'amp_increment': 0.012855559944468409, 'period': 150.03532770938017, 'period_increment': 138.37137428701593, 'offset': -4.474078229613772} >> Running individual: {'amp': 13.282977850031775, 'amp_increment': 12.565338672563813, 'period': 124.88400408747124, 'period_increment': 39.34051180747695, 'offset': 2.9616557728889434} >> Running individual: {'amp': 16.379855454485998, 'amp_increment': 11.775010241097139, 'period': 141.71640611245888, 'period_increment': 45.0573072040748, 'offset': 0.5818164151541902} >> Running individual: {'amp': 16.436466107125774, 'amp_increment': 14.87474893102393, 'period': 173.0691528241777, 'period_increment': 25.3039058911211, 'offset': 10.904509108521752} >> Running individual: {'amp': 13.77643055525178, 'amp_increment': 16.112103164295824, 'period': 171.82683838081374, 'period_increment': 18.949640734626307, 'offset': 3.313221288233159} >> Running individual: {'amp': 18.563854847804624, 'amp_increment': 0.6874386131676304, 'period': 178.1971672626039, 'period_increment': 96.46513845252963, 'offset': 1.0425620608388932} >> Running individual: {'amp': 17.718308761576036, 'amp_increment': -0.21114899365935003, 'period': 165.77653027581826, 'period_increment': 86.92635434504486, 'offset': 4.9973284881227595} - Evaluating [12.101801912926145, 1.8567374584164735, 194.96700614679145, 140.86298631836863, 11.52617079639037] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.627967264436922, cost: 7.026949791832937e-05, fitness inc: 7.026949791832937e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.5756272299188592, cost: 0.017942219614105803, fitness inc: 0.017942219614105803 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.128862674701099, cost: 0.0029976314728710207, fitness inc: 0.029976314728710207 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.484708320344065, cost: 0.0005282884751535155, fitness inc: 0.0005282884751535155 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.432367094755554, cost: 0.013186546216753414, fitness inc: 0.013186546216753414 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 2.977963073257431, cost: 0.005321940672716519, fitness inc: 0.053219406727165186 Fitness: 0.11492304525980646 - Evaluating [21.83092006410761, 13.735510571616704, 186.49269057167936, 83.57788192893125, 10.801436565410862] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.632354399001585, cost: 0.0021700881727163557, fitness inc: 0.0021700881727163557 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.029462983714321, cost: 0.03281837947911914, fitness inc: 0.03281837947911914 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.361930294905366, cost: 0.00253203695405102, fitness inc: 0.0253203695405102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.36785995659402, cost: 0.00689786413843374, fitness inc: 0.00689786413843374 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -24.7649850767459, cost: 0.04840600038908993, fitness inc: 0.04840600038908993 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.7027894347068826, cost: 0.0028829525289906233, fitness inc: 0.028829525289906233 Fitness: 0.1444422270097756 - Evaluating [10.672462940434201, 0.7836420496447931, 151.29274953480208, 113.29987359820558, -5.2257458269142605] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 5.446715159234472, cost: 0.014072803060440897, fitness inc: 0.014072803060440897 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.89819433775653, cost: 0.09979303829789188, fitness inc: 0.09979303829789188 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.609385327163509, cost: 0.0007053029229994179, fitness inc: 0.007053029229994179 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 6.230354499834287, cost: 0.014436570001630011, fitness inc: 0.014436570001630011 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.681846256197726, cost: 0.010310405246547028, fitness inc: 0.010310405246547028 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.779289493574606, cost: 0.0026684108623082903, fitness inc: 0.026684108623082903 Fitness: 0.1723499544595869 - Evaluating [8.25373366643895, 0.012855559944468409, 150.03532770938017, 138.37137428701593, -4.474078229613772] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 3.7796494423078957, cost: 0.01653336350638246, fitness inc: 0.01653336350638246 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -12.727806746873823, cost: 0.052796614917159035, fitness inc: 0.052796614917159035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.66518551432908, cost: 0.0006499079126038865, fitness inc: 0.006499079126038865 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 3.792510616770275, cost: 0.01749522957014349, fitness inc: 0.01749522957014349 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.7406671273987, cost: 0.0017496124767328869, fitness inc: 0.0017496124767328869 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.467406380027161, cost: 0.0035945825562369027, fitness inc: 0.03594582556236903 Fitness: 0.13101972515882576 - Evaluating [13.282977850031775, 12.565338672563813, 124.88400408747124, 39.34051180747695, 2.9616557728889434] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 16.244621952972274, cost: 0.002853661259093032, fitness inc: 0.002853661259093032 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -10.321304130994413, cost: 0.02574896501232604, fitness inc: 0.02574896501232604 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 8.00732097917971, cost: 1.4960677363617947e-08, fitness inc: 1.4960677363617947e-07 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.809954139186164, cost: 3.671327591525664e-05, fitness inc: 3.671327591525664e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.8866471320223, cost: 0.03730361919643854, fitness inc: 0.03730361919643854 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 6.0893922786496475, cost: 0.00010053529284281826, fitness inc: 0.0010053529284281826 Fitness: 0.06694846127897469 - Evaluating [16.379855454485998, 11.775010241097139, 141.71640611245888, 45.0573072040748, 0.5818164151541902] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 16.961658648834753, cost: 0.002406466440917132, fitness inc: 0.002406466440917132 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -15.798026912461095, cost: 0.09814625674215238, fitness inc: 0.09814625674215238 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 7.056333058919281, cost: 0.0003251135244966008, fitness inc: 0.003251135244966008 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.736672100957897, cost: 4.137397583392488e-05, fitness inc: 4.137397583392488e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -27.57303687659813, cost: 0.06721358073906558, fitness inc: 0.06721358073906558 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.354035604335969, cost: 9.27301265956082e-05, fitness inc: 0.000927301265956082 Fitness: 0.1719861144088911 - Evaluating [16.436466107125774, 14.87474893102393, 173.0691528241777, 25.3039058911211, 10.904509108521752] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.34096589210483, cost: 0.00020455839891686534, fitness inc: 0.00020455839891686534 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.531950483689405, cost: 0.0002640888502962735, fitness inc: 0.0002640888502962735 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.778342771292275, cost: 0.0017973298794408121, fitness inc: 0.01797329879440812 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.215714423222934, cost: 0.003853880910927421, fitness inc: 0.003853880910927421 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.406693094752757, cost: 0.0246473059495107, fitness inc: 0.0246473059495107 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.040957781977796, cost: 0.00032386608306622655, fitness inc: 0.0032386608306622655 Fitness: 0.05018179373472165 - Evaluating [13.77643055525178, 16.112103164295824, 171.82683838081374, 18.949640734626307, 3.313221288233159] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 17.089644148816078, cost: 0.002330622291775719, fitness inc: 0.002330622291775719 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -10.463201141015052, cost: 0.027102782533425795, fitness inc: 0.027102782533425795 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.820044232335243, cost: 0.0017306326890541568, fitness inc: 0.017306326890541568 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.20174310868727, cost: 0.0002657060899847741, fitness inc: 0.0002657060899847741 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -26.575300988907383, cost: 0.06024470754259159, fitness inc: 0.06024470754259159 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.241776962389458, cost: 0.00015951565605398788, fitness inc: 0.0015951565605398788 Fitness: 0.10884530190885933 - Evaluating [18.563854847804624, 0.6874386131676304, 178.1971672626039, 96.46513845252963, 1.0425620608388932] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.606396078407744, cost: 0.0010848694460734443, fitness inc: 0.0010848694460734443 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -17.521272041612796, cost: 0.12765388241543485, fitness inc: 0.12765388241543485 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.611672278338039, cost: 0.0020764197204882207, fitness inc: 0.020764197204882207 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 20.29385008722928, cost: 0.0024365025132414564, fitness inc: 0.0024365025132414564 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.20872779976735, cost: 0.015479589102513458, fitness inc: 0.015479589102513458 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.6407766990285335, cost: 0.003062897741858639, fitness inc: 0.03062897741858639 Fitness: 0.1980480181007318 - Evaluating [17.718308761576036, -0.21114899365935003, 165.77653027581826, 86.92635434504486, 4.9973284881227595] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.71562396109749, cost: 0.0001947740054456526, fitness inc: 0.0001947740054456526 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -12.72097073749665, cost: 0.05270817028691921, fitness inc: 0.05270817028691921 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.032090722643529, cost: 0.0014109057389485313, fitness inc: 0.014109057389485313 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 22.504486045511626, cost: 0.001454461346818925, fitness inc: 0.001454461346818925 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.509825857128092, cost: 0.0014677092447309414, fitness inc: 0.0014677092447309414 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.9572615749894933, cost: 0.0022011585923700228, fitness inc: 0.022011585923700228 Fitness: 0.09194575819710027 >>>>> Evaluating: >>>>> [16.063696855996877, 12.925032215166661, 212.58335943827583, 62.573918966223694, 13.635087741443666] >>>>> [20.24975710441155, 14.444269856021455, 178.95544399463523, 9.308584480776652, 9.59978351394258] >>>>> [16.94407609532659, 14.54568039197341, 166.7447298825466, 24.774015035890443, 10.998086810106358] >>>>> [15.107444845465336, 15.794518022039064, 170.02770783272763, 25.317066918540885, 10.640161140231074] >>>>> [19.7560377566417, 0.35608289361746337, 177.7578278793274, 41.81070332826036, 11.251526381649944] >>>>> [14.69588402963303, 5.057952002073214, 199.09313982421952, 32.6498866883435, 11.97490179136991] >>>>> [21.710819796477725, 9.296239123031258, 199.51045081800018, 72.01103809677252, 12.036789733985959] >>>>> [21.034623915487842, 11.678777740311194, 174.03262885736834, 73.43057226028866, 12.60369855722784] >>>>> [18.71565322681488, -0.2927684746231745, 184.84180950892497, 84.06465353780095, 9.869527367851624] >>>>> [18.440949446608933, 0.9432111282950475, 205.26932349371074, 80.85538037048535, 4.241152000055228] >> Running individual: {'amp': 16.063696855996877, 'amp_increment': 12.925032215166661, 'period': 212.58335943827583, 'period_increment': 62.573918966223694, 'offset': 13.635087741443666} >> Running individual: {'amp': 20.24975710441155, 'amp_increment': 14.444269856021455, 'period': 178.95544399463523, 'period_increment': 9.308584480776652, 'offset': 9.59978351394258} >> Running individual: {'amp': 16.94407609532659, 'amp_increment': 14.54568039197341, 'period': 166.7447298825466, 'period_increment': 24.774015035890443, 'offset': 10.998086810106358} >> Running individual: {'amp': 15.107444845465336, 'amp_increment': 15.794518022039064, 'period': 170.02770783272763, 'period_increment': 25.317066918540885, 'offset': 10.640161140231074} >> Running individual: {'amp': 19.7560377566417, 'amp_increment': 0.35608289361746337, 'period': 177.7578278793274, 'period_increment': 41.81070332826036, 'offset': 11.251526381649944} >> Running individual: {'amp': 14.69588402963303, 'amp_increment': 5.057952002073214, 'period': 199.09313982421952, 'period_increment': 32.6498866883435, 'offset': 11.97490179136991} >> Running individual: {'amp': 21.710819796477725, 'amp_increment': 9.296239123031258, 'period': 199.51045081800018, 'period_increment': 72.01103809677252, 'offset': 12.036789733985959} >> Running individual: {'amp': 21.034623915487842, 'amp_increment': 11.678777740311194, 'period': 174.03262885736834, 'period_increment': 73.43057226028866, 'offset': 12.60369855722784} >> Running individual: {'amp': 18.71565322681488, 'amp_increment': -0.2927684746231745, 'period': 184.84180950892497, 'period_increment': 84.06465353780095, 'offset': 9.869527367851624} >> Running individual: {'amp': 18.440949446608933, 'amp_increment': 0.9432111282950475, 'period': 205.26932349371074, 'period_increment': 80.85538037048535, 'offset': 4.241152000055228} - Evaluating [16.063696855996877, 12.925032215166661, 212.58335943827583, 62.573918966223694, 13.635087741443666] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.69877960497552, cost: 0.0008236059705980514, fitness inc: 0.0008236059705980514 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.428605579270396, cost: 0.00613330463062256, fitness inc: 0.00613330463062256 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.703668861711381, cost: 0.003947139733335159, fitness inc: 0.03947139733335159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.62380961487405, cost: 0.004114600399859114, fitness inc: 0.004114600399859114 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.353636368614849, cost: 0.006643359455272613, fitness inc: 0.006643359455272613 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.634161114475483, cost: 0.003082413090275238, fitness inc: 0.030824130902752378 Fitness: 0.0880103986924563 - Evaluating [20.24975710441155, 14.444269856021455, 178.95544399463523, 9.308584480776652, 9.59978351394258] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.849528443715403, cost: 0.0008772528089797671, fitness inc: 0.0008772528089797671 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -10.649964665221763, cost: 0.02893296645375676, fitness inc: 0.02893296645375676 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.587840858291452, cost: 0.0021179605010108737, fitness inc: 0.021179605010108737 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.29379370891268, cost: 0.00526911635581262, fitness inc: 0.00526911635581262 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -25.094226730506755, cost: 0.0504786698859957, fitness inc: 0.0504786698859957 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.312084993359097, cost: 0.00011558151234936087, fitness inc: 0.0011558151234936087 Fitness: 0.10789342563814719 - Evaluating [16.94407609532659, 14.54568039197341, 166.7447298825466, 24.774015035890443, 10.998086810106358] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.942155949727134, cost: 0.0003230750684737327, fitness inc: 0.0003230750684737327 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.945977642338721, cost: 0.0008346177697139412, fitness inc: 0.0008346177697139412 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.997361161088184, cost: 0.0014610474461119738, fitness inc: 0.014610474461119738 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.48782955178964, cost: 0.0040267904667785626, fitness inc: 0.0040267904667785626 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.491655864840812, cost: 0.025041281688937045, fitness inc: 0.025041281688937045 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.221250489491442, cost: 0.00017367341643070855, fitness inc: 0.0017367341643070855 Fitness: 0.046572973619330105 - Evaluating [15.107444845465336, 15.794518022039064, 170.02770783272763, 25.317066918540885, 10.640161140231074] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.747597136645677, cost: 2.0867943347546714e-05, fitness inc: 2.0867943347546714e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.467273357215781, cost: 0.00026476562220645317, fitness inc: 0.00026476562220645317 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.881660981060124, cost: 0.0016343796137209265, fitness inc: 0.016343796137209265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.54211301661015, cost: 0.0034419999442617533, fitness inc: 0.0034419999442617533 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.261788154564897, cost: 0.023982044755228693, fitness inc: 0.023982044755228693 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.119017148706663, cost: 0.0002531446935207793, fitness inc: 0.002531446935207793 Fitness: 0.046584921337461505 - Evaluating [19.7560377566417, 0.35608289361746337, 177.7578278793274, 41.81070332826036, 11.251526381649944] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.007552992198118, cost: 0.0013455991505114673, fitness inc: 0.0013455991505114673 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.504500029358585, cost: 0.011333362062267427, fitness inc: 0.011333362062267427 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.625562556254718, cost: 0.0020523960483237458, fitness inc: 0.020523960483237458 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.363641953692127, cost: 4.8209819664801756e-05, fitness inc: 4.8209819664801756e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.86058792545436, cost: 0.0003028203929231754, fitness inc: 0.0003028203929231754 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.554425383330158, cost: 0.0009603885664135614, fitness inc: 0.009603885664135614 Fitness: 0.04315783757273994 - Evaluating [14.69588402963303, 5.057952002073214, 199.09313982421952, 32.6498866883435, 11.97490179136991] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.670774383051242, cost: 0.00010421096011592468, fitness inc: 0.00010421096011592468 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.720981274024984, cost: 0.004824169493631958, fitness inc: 0.004824169493631958 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.023232450080849, cost: 0.003221460652726882, fitness inc: 0.03221460652726882 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.728731577488915, cost: 7.747701534965845e-05, fitness inc: 7.747701534965845e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.778927180998262, cost: 0.0011497223417081814, fitness inc: 0.0011497223417081814 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.3146843089307625, cost: 0.0013978292636814826, fitness inc: 0.013978292636814826 Fitness: 0.05234847897488937 - Evaluating [21.710819796477725, 9.296239123031258, 199.51045081800018, 72.01103809677252, 12.036789733985959] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 33.7476071548739, cost: 0.002848673865730289, fitness inc: 0.002848673865730289 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.674014951364793, cost: 0.019983312296579014, fitness inc: 0.019983312296579014 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.012531328320025, cost: 0.003244581412910952, fitness inc: 0.03244581412910952 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.04384254225542, cost: 0.004391743223094657, fitness inc: 0.004391743223094657 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.970259937369477, cost: 0.01842952941250353, fitness inc: 0.01842952941250353 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.6832412523014306, cost: 0.00293909370435097, fitness inc: 0.0293909370435097 Fitness: 0.10749000997052671 - Evaluating [21.034623915487842, 11.678777740311194, 174.03262885736834, 73.43057226028866, 12.60369855722784] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 33.63831152268735, cost: 0.0027781308379291048, fitness inc: 0.0027781308379291048 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.430911455315643, cost: 0.01086752085546383, fitness inc: 0.01086752085546383 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.745805561938868, cost: 0.0018502408064121623, fitness inc: 0.018502408064121623 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 45.31708950926517, cost: 0.0060458295266426765, fitness inc: 0.0060458295266426765 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.10969705002965, cost: 0.023292869571254537, fitness inc: 0.023292869571254537 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.0409482758614494, cost: 0.001996879403916685, fitness inc: 0.01996879403916685 Fitness: 0.08145555289457862 - Evaluating [18.71565322681488, -0.2927684746231745, 184.84180950892497, 84.06465353780095, 9.869527367851624] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.585171493647586, cost: 0.000479646635700437, fitness inc: 0.000479646635700437 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.846117647717387, cost: 0.013619009667083404, fitness inc: 0.013619009667083404 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.409791723017861, cost: 0.0024412483821811826, fitness inc: 0.024412483821811826 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.292405226973596, cost: 7.558848145017283e-05, fitness inc: 7.558848145017283e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.553356301817935, cost: 0.0004880579382359196, fitness inc: 0.0004880579382359196 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.718854592784824, cost: 0.002837216172694723, fitness inc: 0.02837216172694723 Fitness: 0.06744694827122899 - Evaluating [18.440949446608933, 0.9432111282950475, 205.26932349371074, 80.85538037048535, 4.241152000055228] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.682096115581256, cost: 0.0002005323341665033, fitness inc: 0.0002005323341665033 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -14.199787836379853, cost: 0.0732125052252941, fitness inc: 0.0732125052252941 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.871513822919705, cost: 0.0035569057206334964, fitness inc: 0.035569057206334964 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 23.62530744080256, cost: 0.0010524270510633427, fitness inc: 0.0010524270510633427 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.14300511976981, cost: 0.0061340421497305675, fitness inc: 0.0061340421497305675 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.4946706272929036, cost: 0.003508180712863629, fitness inc: 0.03508180712863629 Fitness: 0.15125037109522577 >>>>> Evaluating: >>>>> [15.219067008906697, -0.054482232204586145, 179.81460807150086, 144.33637915107613, 12.542605956082006] >>>>> [16.253471003116005, 1.761643865120155, 182.3982638252993, 124.3216680662985, 10.390921324592691] >>>>> [19.023544077862788, 11.903905338252757, 179.7216793028897, 70.92371892044773, 12.238504796864316] >>>>> [17.31765995089688, 9.959896487251486, 216.51714806469226, 71.27785076899919, 13.29557478451296] >>>>> [16.923013226456053, 13.485277047566395, 170.82444353957666, 68.61877996982349, 11.646400447784954] >>>>> [17.04736863471034, 10.417326097484665, 203.4287359330154, 20.97731643759531, 10.687564221590042] >>>>> [15.534208146091428, 13.378863937902736, 212.69269893033402, 44.32855184258358, 11.935902049329314] >>>>> [16.121380936849402, 12.706282684924348, 182.7566670803896, 30.515736230044478, 11.00228751183647] >>>>> [16.317984048087695, 15.575721918988574, 166.42118070792122, 25.050530595479437, 13.609220995007659] >>>>> [15.684428394980731, 16.118636062001055, 168.7350635331529, 23.561942499675297, 11.330113619770694] >> Running individual: {'amp': 15.219067008906697, 'amp_increment': -0.054482232204586145, 'period': 179.81460807150086, 'period_increment': 144.33637915107613, 'offset': 12.542605956082006} >> Running individual: {'amp': 16.253471003116005, 'amp_increment': 1.761643865120155, 'period': 182.3982638252993, 'period_increment': 124.3216680662985, 'offset': 10.390921324592691} >> Running individual: {'amp': 19.023544077862788, 'amp_increment': 11.903905338252757, 'period': 179.7216793028897, 'period_increment': 70.92371892044773, 'offset': 12.238504796864316} >> Running individual: {'amp': 17.31765995089688, 'amp_increment': 9.959896487251486, 'period': 216.51714806469226, 'period_increment': 71.27785076899919, 'offset': 13.29557478451296} >> Running individual: {'amp': 16.923013226456053, 'amp_increment': 13.485277047566395, 'period': 170.82444353957666, 'period_increment': 68.61877996982349, 'offset': 11.646400447784954} >> Running individual: {'amp': 17.04736863471034, 'amp_increment': 10.417326097484665, 'period': 203.4287359330154, 'period_increment': 20.97731643759531, 'offset': 10.687564221590042} >> Running individual: {'amp': 15.534208146091428, 'amp_increment': 13.378863937902736, 'period': 212.69269893033402, 'period_increment': 44.32855184258358, 'offset': 11.935902049329314} >> Running individual: {'amp': 16.121380936849402, 'amp_increment': 12.706282684924348, 'period': 182.7566670803896, 'period_increment': 30.515736230044478, 'offset': 11.00228751183647} >> Running individual: {'amp': 16.317984048087695, 'amp_increment': 15.575721918988574, 'period': 166.42118070792122, 'period_increment': 25.050530595479437, 'offset': 13.609220995007659} >> Running individual: {'amp': 15.684428394980731, 'amp_increment': 16.118636062001055, 'period': 168.7350635331529, 'period_increment': 23.561942499675297, 'offset': 11.330113619770694} - Evaluating [15.219067008906697, -0.054482232204586145, 179.81460807150086, 144.33637915107613, 12.542605956082006] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.7616662726795, cost: 0.0002846636806315139, fitness inc: 0.0002846636806315139 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.6764561900673236, cost: 0.0050135596894854695, fitness inc: 0.0050135596894854695 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.561735261400746, cost: 0.0021639345734317805, fitness inc: 0.021639345734317805 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.707187760966224, cost: 0.00013627016989581353, fitness inc: 0.00013627016989581353 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.6219772191421185, cost: 0.012542217026721092, fitness inc: 0.012542217026721092 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.084991516272866, cost: 0.004915764791989963, fitness inc: 0.04915764791989963 Fitness: 0.08877370422095132 - Evaluating [16.253471003116005, 1.761643865120155, 182.3982638252993, 124.3216680662985, 10.390921324592691] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.644392122413034, cost: 0.00010094629171897296, fitness inc: 0.00010094629171897296 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.8625494005566186, cost: 0.0006939995062031912, fitness inc: 0.0006939995062031912 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.482456140350071, cost: 0.0023065568739418785, fitness inc: 0.023065568739418785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.406035191675908, cost: 6.586375693917734e-05, fitness inc: 6.586375693917734e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.624188991367714, cost: 0.0013152853589715185, fitness inc: 0.0013152853589715185 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.2605151613950305, cost: 0.0042840668578600916, fitness inc: 0.042840668578600916 Fitness: 0.06808233223185256 - Evaluating [19.023544077862788, 11.903905338252757, 179.7216793028897, 70.92371892044773, 12.238504796864316] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.262039058566423, cost: 0.0014618445526614066, fitness inc: 0.0014618445526614066 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.78503035903046, cost: 0.002965306178323357, fitness inc: 0.002965306178323357 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.564056196966778, cost: 0.00215982735477116, fitness inc: 0.0215982735477116 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.16594489529828, cost: 0.004473979779158976, fitness inc: 0.004473979779158976 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.688939361781415, cost: 0.017311402562724454, fitness inc: 0.017311402562724454 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.989892272908016, cost: 0.0021203315787412524, fitness inc: 0.021203315787412524 Fitness: 0.06901412240799232 - Evaluating [17.31765995089688, 9.959896487251486, 216.51714806469226, 71.27785076899919, 13.29557478451296] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.613226146736224, cost: 0.0011749523337445389, fitness inc: 0.0011749523337445389 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.022081140789362, cost: 0.0008917048639298653, fitness inc: 0.0008917048639298653 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.618226600984576, cost: 0.004153495773987492, fitness inc: 0.04153495773987492 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.57311867210157, cost: 0.002889928996745894, fitness inc: 0.002889928996745894 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.981970484766904, cost: 0.0036861994798732534, fitness inc: 0.0036861994798732534 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.474635163307379, cost: 0.003571572862320793, fitness inc: 0.03571572862320793 Fitness: 0.0858934720373764 - Evaluating [16.923013226456053, 13.485277047566395, 170.82444353957666, 68.61877996982349, 11.646400447784954] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.569405591694295, cost: 0.00047543944627548296, fitness inc: 0.00047543944627548296 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.276604606671528, cost: 7.143014825605754e-05, fitness inc: 7.143014825605754e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.854115443155614, cost: 0.0016770705461451874, fitness inc: 0.016770705461451874 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.05468057721043, cost: 0.003753322059146802, fitness inc: 0.003753322059146802 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.761884376609604, cost: 0.017598148865118568, fitness inc: 0.017598148865118568 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.176527913127592, cost: 0.001686924011832458, fitness inc: 0.01686924011832458 Fitness: 0.055538286098573364 - Evaluating [17.04736863471034, 10.417326097484665, 203.4287359330154, 20.97731643759531, 10.687564221590042] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.734924877880665, cost: 0.000279179162434251, fitness inc: 0.000279179162434251 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.3597985286899075, cost: 0.0017229611409625978, fitness inc: 0.0017229611409625978 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.915816640038556, cost: 0.0034572543240066755, fitness inc: 0.034572543240066755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 38.15225725313283, cost: 0.0017200724230855835, fitness inc: 0.0017200724230855835 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.777128021244494, cost: 0.01060340876474486, fitness inc: 0.01060340876474486 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.456327985739111, cost: 0.0011295206006369796, fitness inc: 0.011295206006369796 Fitness: 0.06019337073766384 - Evaluating [15.534208146091428, 13.378863937902736, 212.69269893033402, 44.32855184258358, 11.935902049329314] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.470099474635084, cost: 0.00022774300159178473, fitness inc: 0.00022774300159178473 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.598305146992904, cost: 0.001830319811940928, fitness inc: 0.001830319811940928 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 4.702010109320981, cost: 0.0039510964291114, fitness inc: 0.039510964291114004 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.84896783845325, cost: 0.0030422254633388768, fitness inc: 0.0030422254633388768 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.97716601568907, cost: 0.011231463455940172, fitness inc: 0.011231463455940172 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 3.891050583656978, cost: 0.0023697789642894707, fitness inc: 0.023697789642894707 Fitness: 0.07954050566682047 - Evaluating [16.121380936849402, 12.706282684924348, 182.7566670803896, 30.515736230044478, 11.00228751183647] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.123660555307016, cost: 0.0001683506785417066, fitness inc: 0.0001683506785417066 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.119086854785886, cost: 1.3246842397895975e-05, fitness inc: 1.3246842397895975e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.471956224349399, cost: 0.0023257850621706266, fitness inc: 0.023257850621706266 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.82994337712343, cost: 0.002498926374544186, fitness inc: 0.002498926374544186 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.825364807456396, cost: 0.014087397382340106, fitness inc: 0.014087397382340106 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.688782088851667, cost: 0.0007509327308925506, fitness inc: 0.007509327308925506 Fitness: 0.04753509920845567 - Evaluating [16.317984048087695, 15.575721918988574, 166.42118070792122, 25.050530595479437, 13.609220995007659] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.927196909227998, cost: 0.0009055514874920512, fitness inc: 0.0009055514874920512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.7087547804255223, cost: 0.004875817826776374, fitness inc: 0.004875817826776374 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.008893161878645, cost: 0.0014443011511774406, fitness inc: 0.014443011511774406 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 45.50290958005999, cost: 0.006192495710464763, fitness inc: 0.006192495710464763 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.284473676470345, cost: 0.01576205763255889, fitness inc: 0.01576205763255889 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2226139182653, cost: 0.00017271436493970782, fitness inc: 0.0017271436493970782 Fitness: 0.04390607781846356 - Evaluating [15.684428394980731, 16.118636062001055, 168.7350635331529, 23.561942499675297, 11.330113619770694] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.014532741022624, cost: 0.00015149618650611707, fitness inc: 0.00015149618650611707 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.354304463118868, cost: 0.0003889268300443227, fitness inc: 0.0003889268300443227 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.926277112716859, cost: 0.0015663942593956426, fitness inc: 0.015663942593956426 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.13316067344075, cost: 0.004451825530403464, fitness inc: 0.004451825530403464 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.472945760388605, cost: 0.024954274536381105, fitness inc: 0.024954274536381105 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.200208008319543, cost: 0.00018881148829230643, fitness inc: 0.0018881148829230643 Fitness: 0.0474985805602145 >>>>> Evaluating: >>>>> [14.495782592047624, 16.614881662165295, 154.83310238503856, 24.68289797273172, 12.347754525424657] >>>>> [13.678156711953948, 17.512372607988034, 154.91218184516, 24.78077096031582, 10.547532377241742] >>>>> [17.18009831539567, 15.904317489504347, 166.07651601453642, 23.009274124206332, 11.72485731627184] >>>>> [16.636391984396713, 14.596720756974783, 166.61027106753767, 23.747930869552185, 14.878400835152426] >>>>> [15.816435436076558, 15.619755864135824, 167.0841729131656, 24.735158251854816, 12.110830230778921] >>>>> [16.84194773099939, 14.145046471141104, 165.7092840452597, 24.50281188793122, 10.787424015782452] >>>>> [19.581045090609265, 13.708942622127012, 176.6833240623064, 41.740871278874394, 10.625500093011972] >>>>> [16.699996577641862, 16.30407549164628, 177.69044308492036, 25.90936175146826, 13.372205833421122] >>>>> [14.765529906211256, 7.866515638044473, 180.22862175463086, 24.350005446928296, 14.164915322098667] >>>>> [19.279517336013075, 7.575835394229717, 184.83844673745247, 23.350501758460624, 10.321891810518435] >> Running individual: {'amp': 14.495782592047624, 'amp_increment': 16.614881662165295, 'period': 154.83310238503856, 'period_increment': 24.68289797273172, 'offset': 12.347754525424657} >> Running individual: {'amp': 13.678156711953948, 'amp_increment': 17.512372607988034, 'period': 154.91218184516, 'period_increment': 24.78077096031582, 'offset': 10.547532377241742} >> Running individual: {'amp': 17.18009831539567, 'amp_increment': 15.904317489504347, 'period': 166.07651601453642, 'period_increment': 23.009274124206332, 'offset': 11.72485731627184} >> Running individual: {'amp': 16.636391984396713, 'amp_increment': 14.596720756974783, 'period': 166.61027106753767, 'period_increment': 23.747930869552185, 'offset': 14.878400835152426} >> Running individual: {'amp': 15.816435436076558, 'amp_increment': 15.619755864135824, 'period': 167.0841729131656, 'period_increment': 24.735158251854816, 'offset': 12.110830230778921} >> Running individual: {'amp': 16.84194773099939, 'amp_increment': 14.145046471141104, 'period': 165.7092840452597, 'period_increment': 24.50281188793122, 'offset': 10.787424015782452} >> Running individual: {'amp': 19.581045090609265, 'amp_increment': 13.708942622127012, 'period': 176.6833240623064, 'period_increment': 41.740871278874394, 'offset': 10.625500093011972} >> Running individual: {'amp': 16.699996577641862, 'amp_increment': 16.30407549164628, 'period': 177.69044308492036, 'period_increment': 25.90936175146826, 'offset': 13.372205833421122} >> Running individual: {'amp': 14.765529906211256, 'amp_increment': 7.866515638044473, 'period': 180.22862175463086, 'period_increment': 24.350005446928296, 'offset': 14.164915322098667} >> Running individual: {'amp': 19.279517336013075, 'amp_increment': 7.575835394229717, 'period': 184.83844673745247, 'period_increment': 23.350501758460624, 'offset': 10.321891810518435} - Evaluating [14.495782592047624, 16.614881662165295, 154.83310238503856, 24.68289797273172, 12.347754525424657] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.843527505851423, cost: 0.00012687173369752003, fitness inc: 0.00012687173369752003 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.1480181774420983, cost: 0.007534242870570251, fitness inc: 0.007534242870570251 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.458279514336413, cost: 0.0008666570656774564, fitness inc: 0.008666570656774564 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.45840338855434, cost: 0.004674010842780296, fitness inc: 0.004674010842780296 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.762891568904895, cost: 0.017602123732451402, fitness inc: 0.017602123732451402 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5704099821737865, cost: 1.4791817902426452e-05, fitness inc: 0.00014791817902426452 Fitness: 0.0387517380152983 - Evaluating [13.678156711953948, 17.512372607988034, 154.91218184516, 24.78077096031582, 10.547532377241742] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.22567674142232, cost: 2.2381034660901022e-05, fitness inc: 2.2381034660901022e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.130617069769304, cost: 0.003250913291280799, fitness inc: 0.003250913291280799 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.454944487476441, cost: 0.0008704051080243858, fitness inc: 0.008704051080243858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.73805833299564, cost: 0.0035594387019848295, fitness inc: 0.0035594387019848295 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.642965045979487, cost: 0.025750038551124566, fitness inc: 0.025750038551124566 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675782, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.041446436083611427 - Evaluating [17.18009831539567, 15.904317489504347, 166.07651601453642, 23.009274124206332, 11.72485731627184] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.904947092671232, cost: 0.0005689735623649606, fitness inc: 0.0005689735623649606 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.455228339638187, cost: 0.00019342382311982043, fitness inc: 0.00019342382311982043 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.021194605008696, cost: 0.0014265434462420457, fitness inc: 0.014265434462420457 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.80925288602434, cost: 0.005653807437728919, fitness inc: 0.005653807437728919 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.359547492598807, cost: 0.02922945400195065, fitness inc: 0.02922945400195065 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.288906518576488, cost: 0.00012928532237033163, fitness inc: 0.0012928532237033163 Fitness: 0.05120394651128812 - Evaluating [16.636391984396713, 14.596720756974783, 166.61027106753767, 23.747930869552185, 14.878400835152426] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.5147835808486, cost: 0.001582038694858512, fitness inc: 0.001582038694858512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.7579842418712406, cost: 0.009714555917126999, fitness inc: 0.009714555917126999 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.002400960383217, cost: 0.0014537170353976503, fitness inc: 0.014537170353976503 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.111499252243604, cost: 0.00668491498094459, fitness inc: 0.00668491498094459 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.354698974018543, cost: 0.009334711515398553, fitness inc: 0.009334711515398553 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2534804307846015, cost: 0.00015171268329117193, fitness inc: 0.0015171268329117193 Fitness: 0.043370518295216876 - Evaluating [15.816435436076558, 15.619755864135824, 167.0841729131656, 24.735158251854816, 12.110830230778921] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.92725620571362, cost: 0.00031981219982180065, fitness inc: 0.00031981219982180065 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7055952510459065, cost: 0.001561258571147195, fitness inc: 0.001561258571147195 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.985156811107516, cost: 0.0014788747657449308, fitness inc: 0.014788747657449308 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.54700821303054, cost: 0.004735464578606408, fitness inc: 0.004735464578606408 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.325348296592274, cost: 0.01988787901154765, fitness inc: 0.01988787901154765 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.213764337851138, cost: 0.00017898655256987084, fitness inc: 0.0017898655256987084 Fitness: 0.04308302754427107 - Evaluating [16.84194773099939, 14.145046471141104, 165.7092840452597, 24.50281188793122, 10.787424015782452] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.629355292797555, cost: 0.00025804801862405746, fitness inc: 0.00025804801862405746 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.054520347607711, cost: 0.001036915567176222, fitness inc: 0.001036915567176222 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.034274680182503, cost: 0.0014077817276187954, fitness inc: 0.014077817276187954 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.77440449488735, cost: 0.003581436858392628, fitness inc: 0.003581436858392628 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.199560504080242, cost: 0.02369894455398447, fitness inc: 0.02369894455398447 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.25762355415273, cost: 0.00014899723958583522, fitness inc: 0.0014899723958583522 Fitness: 0.04414313467022368 - Evaluating [19.581045090609265, 13.708942622127012, 176.6833240623064, 41.740871278874394, 10.625500093011972] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.20653493883292, cost: 0.0010110312604532101, fitness inc: 0.0010110312604532101 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.955534809621831, cost: 0.01439359725973155, fitness inc: 0.01439359725973155 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.659950192437397, cost: 0.0019935192939006807, fitness inc: 0.019935192939006807 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 43.91547818767026, cost: 0.004995266203795756, fitness inc: 0.004995266203795756 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.664476161017426, cost: 0.03607445239825113, fitness inc: 0.03607445239825113 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.578230513905631, cost: 0.000921406781722145, fitness inc: 0.00921406781722145 Fitness: 0.0856236078784599 - Evaluating [16.699996577641862, 16.30407549164628, 177.69044308492036, 25.90936175146826, 13.372205833421122] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.072200376247594, cost: 0.0009595826539208208, fitness inc: 0.0009595826539208208 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3277749598595507, cost: 0.0026030223166596533, fitness inc: 0.0026030223166596533 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.627462014630587, cost: 0.0020491216727788197, fitness inc: 0.020491216727788197 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.37627789848161, cost: 0.006904912047578149, fitness inc: 0.006904912047578149 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.631866232088328, cost: 0.02118860630683217, fitness inc: 0.02118860630683217 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.9115913555984445, cost: 0.00046020718283490414, fitness inc: 0.004602071828349041 Fitness: 0.05674941188112803 - Evaluating [14.765529906211256, 7.866515638044473, 180.22862175463086, 24.350005446928296, 14.164915322098667] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.93043643453243, cost: 0.0005764213102287252, fitness inc: 0.0005764213102287252 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.6006080225500228, cost: 0.017743764491694236, fitness inc: 0.017743764491694236 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.548619780828709, cost: 0.0021872170799495105, fitness inc: 0.021872170799495105 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.79695107554325, cost: 0.0011963210607387476, fitness inc: 0.0011963210607387476 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.46712408827876, cost: 0.000547945402472938, fitness inc: 0.000547945402472938 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.887585532746054, cost: 0.0004881315783296092, fitness inc: 0.004881315783296092 Fitness: 0.046817938847925844 - Evaluating [19.279517336013075, 7.575835394229717, 184.83844673745247, 23.350501758460624, 10.321891810518435] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.60139901825776, cost: 0.0007898488404859405, fitness inc: 0.0007898488404859405 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.95761619511548, cost: 0.01440853045125734, fitness inc: 0.01440853045125734 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.409791723017861, cost: 0.0024412483821811826, fitness inc: 0.024412483821811826 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 37.17723382687668, cost: 0.001333747670335339, fitness inc: 0.001333747670335339 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.53345132617804, cost: 0.009861998181659004, fitness inc: 0.009861998181659004 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.803073967338335, cost: 0.0005929716110184557, fitness inc: 0.0059297161101845575 Fitness: 0.056736325075734007 >>>>> Evaluating: >>>>> [14.792447532265589, 11.28701793931784, 159.1686473023987, 24.871879937913143, 13.851437210823242] >>>>> [15.332095731500331, 15.06443807505804, 157.94458080926464, 24.34873606414721, 13.764957220968821] >>>>> [16.67467512395146, 16.025352740499322, 161.51682850802212, 25.350561192281575, 13.366259720677972] >>>>> [13.898324314691571, 15.775457681467929, 160.4712641573178, 25.438509442325106, 12.997360540992174] >>>>> [14.543476669982008, 16.76834507434114, 154.5052458300398, 26.602858645418667, 11.532097494928323] >>>>> [13.102585560395308, 16.84662201085511, 154.91218184516, 25.69996431760963, 9.981589636766047] >>>>> [16.673471485458, 15.274433043080194, 180.59065018263348, 32.56042297727875, 10.843360876562244] >>>>> [14.596601153240792, 14.397374918277427, 173.25727464105046, 26.846177871168447, 11.007356744743756] >>>>> [20.598628320642266, 2.419540777497109, 177.50475124308429, 29.419144383772835, 8.81779861407015] >>>>> [20.49349792072466, 7.923138397828961, 165.45403157892068, 32.220121943892686, 11.420151495360827] >> Running individual: {'amp': 14.792447532265589, 'amp_increment': 11.28701793931784, 'period': 159.1686473023987, 'period_increment': 24.871879937913143, 'offset': 13.851437210823242} >> Running individual: {'amp': 15.332095731500331, 'amp_increment': 15.06443807505804, 'period': 157.94458080926464, 'period_increment': 24.34873606414721, 'offset': 13.764957220968821} >> Running individual: {'amp': 16.67467512395146, 'amp_increment': 16.025352740499322, 'period': 161.51682850802212, 'period_increment': 25.350561192281575, 'offset': 13.366259720677972} >> Running individual: {'amp': 13.898324314691571, 'amp_increment': 15.775457681467929, 'period': 160.4712641573178, 'period_increment': 25.438509442325106, 'offset': 12.997360540992174} >> Running individual: {'amp': 14.543476669982008, 'amp_increment': 16.76834507434114, 'period': 154.5052458300398, 'period_increment': 26.602858645418667, 'offset': 11.532097494928323} >> Running individual: {'amp': 13.102585560395308, 'amp_increment': 16.84662201085511, 'period': 154.91218184516, 'period_increment': 25.69996431760963, 'offset': 9.981589636766047} >> Running individual: {'amp': 16.673471485458, 'amp_increment': 15.274433043080194, 'period': 180.59065018263348, 'period_increment': 32.56042297727875, 'offset': 10.843360876562244} >> Running individual: {'amp': 14.596601153240792, 'amp_increment': 14.397374918277427, 'period': 173.25727464105046, 'period_increment': 26.846177871168447, 'offset': 11.007356744743756} >> Running individual: {'amp': 20.598628320642266, 'amp_increment': 2.419540777497109, 'period': 177.50475124308429, 'period_increment': 29.419144383772835, 'offset': 8.81779861407015} >> Running individual: {'amp': 20.49349792072466, 'amp_increment': 7.923138397828961, 'period': 165.45403157892068, 'period_increment': 32.220121943892686, 'offset': 11.420151495360827} - Evaluating [14.792447532265589, 11.28701793931784, 159.1686473023987, 24.871879937913143, 13.851437210823242] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.643875470598104, cost: 0.0004954747465433229, fitness inc: 0.0004954747465433229 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.9409990434301623, cost: 0.015144182364384973, fitness inc: 0.015144182364384973 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.282985674791704, cost: 0.0010745852598585959, fitness inc: 0.010745852598585959 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.93088933449381, cost: 0.0025503822697583445, fitness inc: 0.0025503822697583445 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.22801530294861, cost: 0.0011569796660226839, fitness inc: 0.0011569796660226839 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.433306166801696, cost: 5.641281865098602e-05, fitness inc: 0.0005641281865098602 Fitness: 0.030656999831805143 - Evaluating [15.332095731500331, 15.06443807505804, 157.94458080926464, 24.34873606414721, 13.764957220968821] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.097045904566983, cost: 0.0006262936899578131, fitness inc: 0.0006262936899578131 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.5671268584415794, cost: 0.010879222377536024, fitness inc: 0.010879222377536024 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.331518298086921, cost: 0.0010147881395917713, fitness inc: 0.010147881395917713 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.1614629300867, cost: 0.005172508387665031, fitness inc: 0.005172508387665031 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.631574181099314, cost: 0.01015741516196944, fitness inc: 0.01015741516196944 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.037355003779134255 - Evaluating [16.67467512395146, 16.025352740499322, 161.51682850802212, 25.350561192281575, 13.366259720677972] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.040924324971442, cost: 0.0009477965300259683, fitness inc: 0.0009477965300259683 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.308404984720583, cost: 0.0026635152086045277, fitness inc: 0.0026635152086045277 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.1911837543328785, cost: 0.0011923596500210687, fitness inc: 0.011923596500210687 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.06627494649648, cost: 0.006647688299327825, fitness inc: 0.006647688299327825 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.333747354691816, cost: 0.019923005781477543, fitness inc: 0.019923005781477543 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3511705685610735, cost: 9.421080037530505e-05, fitness inc: 0.0009421080037530505 Fitness: 0.0430477103233996 - Evaluating [13.898324314691571, 15.775457681467929, 160.4712641573178, 25.438509442325106, 12.997360540992174] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.895678311731803, cost: 0.00013415014250939272, fitness inc: 0.00013415014250939272 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.9009541051952876, cost: 0.015439839727105609, fitness inc: 0.015439839727105609 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.231306081753782, cost: 0.0011401353171864859, fitness inc: 0.011401353171864859 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.67113914596445, cost: 0.004145383164926408, fitness inc: 0.004145383164926408 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.676396302272206, cost: 0.01029376617282829, fitness inc: 0.01029376617282829 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.379236148466116, cost: 8.021141262037901e-05, fitness inc: 0.0008021141262037901 Fitness: 0.04221660650543835 - Evaluating [14.543476669982008, 16.76834507434114, 154.5052458300398, 26.602858645418667, 11.532097494928323] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.075555525173474, cost: 4.319003785069331e-05, fitness inc: 4.319003785069331e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0113774495752246, cost: 0.0036772999784445703, fitness inc: 0.0036772999784445703 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.471654154801, cost: 0.0008517071259955822, fitness inc: 0.008517071259955822 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.843915901509504, cost: 0.00425871726076843, fitness inc: 0.00425871726076843 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.779693874892214, cost: 0.02182968392536444, fitness inc: 0.02182968392536444 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.521811154057722, cost: 2.6472079466155485e-05, fitness inc: 0.00026472079466155485 Fitness: 0.03859068325704551 - Evaluating [13.102585560395308, 16.84662201085511, 154.91218184516, 25.69996431760963, 9.981589636766047] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.08416336897716, cost: 0.00013700435635066732, fitness inc: 0.00013700435635066732 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.120988964392138, cost: 0.003284377241497438, fitness inc: 0.003284377241497438 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.454944487476441, cost: 0.0008704051080243858, fitness inc: 0.008704051080243858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.930782546109015, cost: 0.002550327560805865, fitness inc: 0.002550327560805865 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -19.967607594550024, cost: 0.022657451734272138, fitness inc: 0.022657451734272138 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.037557552432249564 - Evaluating [16.673471485458, 15.274433043080194, 180.59065018263348, 32.56042297727875, 10.843360876562244] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.5168221321613, cost: 0.00023643791234606581, fitness inc: 0.00023643791234606581 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.830102891301139, cost: 0.0006428048903540651, fitness inc: 0.0006428048903540651 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.537098560353565, cost: 0.002207771576168027, fitness inc: 0.022077715761680272 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.79125568056387, cost: 0.004224014552611899, fitness inc: 0.004224014552611899 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.10453317261974, cost: 0.02796811695960244, fitness inc: 0.02796811695960244 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.69153178512709, cost: 0.0007469141619540487, fitness inc: 0.007469141619540487 Fitness: 0.06261823169613523 - Evaluating [14.596601153240792, 14.397374918277427, 173.25727464105046, 26.846177871168447, 11.007356744743756] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.603951622420613, cost: 1.3619618198124073e-05, fitness inc: 1.3619618198124073e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.589235481098232, cost: 0.0018540393566809366, fitness inc: 0.0018540393566809366 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.771672630727467, cost: 0.0018081144346274725, fitness inc: 0.018081144346274725 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.00131712820911, cost: 0.0025865900786994356, fitness inc: 0.0025865900786994356 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.9866155496197, cost: 0.014665349044426956, fitness inc: 0.014665349044426956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.997501249374536, cost: 0.00036700386166077514, fitness inc: 0.0036700386166077514 Fitness: 0.04087078106088793 - Evaluating [20.598628320642266, 2.419540777497109, 177.50475124308429, 29.419144383772835, 8.81779861407015] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.416424247126525, cost: 0.0007276678128058656, fitness inc: 0.0007276678128058656 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.780810424845889, cost: 0.041149556026939704, fitness inc: 0.041149556026939704 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.633802816900501, cost: 0.00203820991199799, fitness inc: 0.020382099119979902 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.83595888470171, cost: 8.738530476526396e-05, fitness inc: 8.738530476526396e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.200361880688092, cost: 0.004099920473839225, fitness inc: 0.004099920473839225 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.832668841366881, cost: 0.0005551003810514432, fitness inc: 0.005551003810514432 Fitness: 0.07199763254884439 - Evaluating [20.49349792072466, 7.923138397828961, 165.45403157892068, 32.220121943892686, 11.420151495360827] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.913637960933272, cost: 0.0017813256562879687, fitness inc: 0.0017813256562879687 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.073331864579606, cost: 0.015250374952566759, fitness inc: 0.015250374952566759 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.044487427465211, cost: 0.0013932188063713324, fitness inc: 0.013932188063713324 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.83677803295704, cost: 0.002502393826737781, fitness inc: 0.002502393826737781 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -16.996468647160377, cost: 0.011292991023032939, fitness inc: 0.011292991023032939 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.058808650562011, cost: 0.00030692662567788354, fitness inc: 0.0030692662567788354 Fitness: 0.04782853977911761 >>>>> Evaluating: >>>>> [16.872652152011266, 16.88360547632653, 156.55111949146104, 24.199705425198076, 10.765534571625663] >>>>> [15.054184998621132, 16.40550831424719, 154.3676613264336, 24.943494178710942, 9.180977544810764] >>>>> [14.720501389742846, 16.928516766925785, 171.56499441465647, 29.92285761639003, 10.96188660116028] >>>>> [13.104100571596375, 18.55930336817032, 167.78718982792253, 42.307076756356956, 10.565975775956957] >>>>> [13.763034121966443, 10.118210967392846, 176.11462919659812, 36.65035272304728, 11.666068672272644] >>>>> [21.155999328601517, 0.316722389366657, 176.26230426389594, 26.421053975327354, 11.200652516722768] >>>>> [16.846556198602563, -0.9584127768551205, 167.81834233011793, 30.106251718617777, 10.409366828003606] >>>>> [20.385163942449424, 13.209063349595299, 167.8461227443587, 34.850199184346415, 9.208655064105814] >>>>> [13.982667372144965, 15.925641487099492, 161.1167532187205, 25.586769261247834, 11.442444413590614] >>>>> [13.51973739898564, 14.73323747931689, 167.21524321572784, 25.46178877304538, 13.042905425718795] >> Running individual: {'amp': 16.872652152011266, 'amp_increment': 16.88360547632653, 'period': 156.55111949146104, 'period_increment': 24.199705425198076, 'offset': 10.765534571625663} >> Running individual: {'amp': 15.054184998621132, 'amp_increment': 16.40550831424719, 'period': 154.3676613264336, 'period_increment': 24.943494178710942, 'offset': 9.180977544810764} >> Running individual: {'amp': 14.720501389742846, 'amp_increment': 16.928516766925785, 'period': 171.56499441465647, 'period_increment': 29.92285761639003, 'offset': 10.96188660116028} >> Running individual: {'amp': 13.104100571596375, 'amp_increment': 18.55930336817032, 'period': 167.78718982792253, 'period_increment': 42.307076756356956, 'offset': 10.565975775956957} >> Running individual: {'amp': 13.763034121966443, 'amp_increment': 10.118210967392846, 'period': 176.11462919659812, 'period_increment': 36.65035272304728, 'offset': 11.666068672272644} >> Running individual: {'amp': 21.155999328601517, 'amp_increment': 0.316722389366657, 'period': 176.26230426389594, 'period_increment': 26.421053975327354, 'offset': 11.200652516722768} >> Running individual: {'amp': 16.846556198602563, 'amp_increment': -0.9584127768551205, 'period': 167.81834233011793, 'period_increment': 30.106251718617777, 'offset': 10.409366828003606} >> Running individual: {'amp': 20.385163942449424, 'amp_increment': 13.209063349595299, 'period': 167.8461227443587, 'period_increment': 34.850199184346415, 'offset': 9.208655064105814} >> Running individual: {'amp': 13.982667372144965, 'amp_increment': 15.925641487099492, 'period': 161.1167532187205, 'period_increment': 25.586769261247834, 'offset': 11.442444413590614} >> Running individual: {'amp': 13.51973739898564, 'amp_increment': 14.73323747931689, 'period': 167.21524321572784, 'period_increment': 25.46178877304538, 'offset': 13.042905425718795} - Evaluating [16.872652152011266, 16.88360547632653, 156.55111949146104, 24.199705425198076, 10.765534571625663] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.638175262858866, cost: 0.00025978164489803834, fitness inc: 0.00025978164489803834 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.1071083504980725, cost: 0.0011427884324340942, fitness inc: 0.0011427884324340942 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3873275421554, cost: 0.0009481351860887166, fitness inc: 0.009481351860887166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 44.52177814992174, cost: 0.0054376188223262956, fitness inc: 0.0054376188223262956 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.99070606036846, cost: 0.037885582941876605, fitness inc: 0.037885582941876605 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.532503457813852, cost: 2.361269773420993e-05, fitness inc: 0.0002361269773420993 Fitness: 0.0544432506797643 - Evaluating [15.054184998621132, 16.40550831424719, 154.3676613264336, 24.943494178710942, 9.180977544810764] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.23515260381883, cost: 2.18365846694768e-05, fitness inc: 2.18365846694768e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.873196236822671, cost: 0.0007112247300454788, fitness inc: 0.0007112247300454788 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.478362270017171, cost: 0.0008442577650470406, fitness inc: 0.008442577650470406 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.64064732283318, cost: 0.0029268533160051735, fitness inc: 0.0029268533160051735 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -22.278710338419682, cost: 0.03398378814038994, fitness inc: 0.03398378814038994 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576622797233092, cost: 1.354194162339617e-05, fitness inc: 0.0001354194162339617 Fitness: 0.046221699837814434 - Evaluating [14.720501389742846, 16.928516766925785, 171.56499441465647, 29.92285761639003, 10.96188660116028] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.682379313885168, cost: 1.7386127829643883e-05, fitness inc: 1.7386127829643883e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7586062609953053, cost: 0.0014361731054786109, fitness inc: 0.0014361731054786109 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.828864537187233, cost: 0.0017166862485874512, fitness inc: 0.017166862485874512 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.61088481184372, cost: 0.00410621390105137, fitness inc: 0.00410621390105137 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.687125926101288, cost: 0.025958612053047503, fitness inc: 0.025958612053047503 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.963394962153339, cost: 0.00040274619706670567, fitness inc: 0.004027461970667057 Fitness: 0.052712709643948696 - Evaluating [13.104100571596375, 18.55930336817032, 167.78718982792253, 42.307076756356956, 10.565975775956957] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.670069945019367, cost: 6.602317417070402e-05, fitness inc: 6.602317417070402e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.538119754826475, cost: 0.005624868749942946, fitness inc: 0.005624868749942946 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.959475566149246, cost: 0.001516739742031814, fitness inc: 0.01516739742031814 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.22937671171487, cost: 0.003862472901960734, fitness inc: 0.003862472901960734 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.09740724242003, cost: 0.027933235877714457, fitness inc: 0.027933235877714457 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.759638267490912, cost: 0.0006508129363750337, fitness inc: 0.006508129363750337 Fitness: 0.05916212748785732 - Evaluating [13.763034121966443, 10.118210967392846, 176.11462919659812, 36.65035272304728, 11.666068672272644] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.42909492928409, cost: 6.8754018032191055e-06, fitness inc: 6.8754018032191055e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.096959668874595, cost: 0.007804306344548095, fitness inc: 0.007804306344548095 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.677946854416532, cost: 0.001963045840980393, fitness inc: 0.01963045840980393 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.547303312434735, cost: 0.000797182452152323, fitness inc: 0.000797182452152323 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.215168129745262, cost: 0.0011436907987679712, fitness inc: 0.0011436907987679712 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.69980025848826, cost: 0.0007348949360539425, fitness inc: 0.007348949360539425 Fitness: 0.036731462767614964 - Evaluating [21.155999328601517, 0.316722389366657, 176.26230426389594, 26.421053975327354, 11.200652516722768] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.35664051123325, cost: 0.0020164453714351938, fitness inc: 0.0020164453714351938 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.955334653107245, cost: 0.02240567140587235, fitness inc: 0.02240567140587235 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.673436968114373, cost: 0.0019706604493296975, fitness inc: 0.019706604493296975 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.67336430026286, cost: 0.00018525993329177037, fitness inc: 0.00018525993329177037 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.272060708373361, cost: 1.7274544908740808e-05, fitness inc: 1.7274544908740808e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.934007647711082, cost: 0.00043487333287317576, fitness inc: 0.0043487333287317576 Fitness: 0.04867998907753679 - Evaluating [16.846556198602563, -0.9584127768551205, 167.81834233011793, 30.106251718617777, 10.409366828003606] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.25591143765942, cost: 0.0001899670317498936, fitness inc: 0.0001899670317498936 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.4371788452011955, cost: 0.001924237961748121, fitness inc: 0.001924237961748121 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.959475566149246, cost: 0.001516739742031814, fitness inc: 0.01516739742031814 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.29750423077227, cost: 0.0003552732180102103, fitness inc: 0.0003552732180102103 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.478768573405434, cost: 0.004747012316611676, fitness inc: 0.004747012316611676 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.0524188455215135, cost: 0.0003129379536076504, fitness inc: 0.003129379536076504 Fitness: 0.025513267484514546 - Evaluating [20.385163942449424, 13.209063349595299, 167.8461227443587, 34.850199184346415, 9.208655064105814] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.593805069100767, cost: 0.0007872460047962937, fitness inc: 0.0007872460047962937 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -11.176500709498313, cost: 0.03438283147656407, fitness inc: 0.03438283147656407 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.958055290752164, cost: 0.0015188477302320313, fitness inc: 0.015188477302320313 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.80286404816742, cost: 0.004231652340937364, fitness inc: 0.004231652340937364 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -24.385567440601996, cost: 0.04606330350377774, fitness inc: 0.04606330350377774 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 4.933399111987387, cost: 0.00043555161374853046, fitness inc: 0.004355516137485305 Fitness: 0.10500902676588109 - Evaluating [13.982667372144965, 15.925641487099492, 161.1167532187205, 25.586769261247834, 11.442444413590614] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.42510295208525, cost: 6.748084565133539e-06, fitness inc: 6.748084565133539e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5402141706785897, cost: 0.005615355774632014, fitness inc: 0.005615355774632014 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.206554121150985, cost: 0.0011722154522056938, fitness inc: 0.011722154522056938 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.35074791503472, cost: 0.0033291883954934542, fitness inc: 0.0033291883954934542 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.46584364812308, cost: 0.016448283339819292, fitness inc: 0.016448283339819292 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.356186395285756, cost: 9.162628497494385e-05, fitness inc: 0.0009162628497494385 Fitness: 0.03803799296631627 - Evaluating [13.51973739898564, 14.73323747931689, 167.21524321572784, 25.46178877304538, 13.042905425718795] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.562633841486115, cost: 9.115901116907299e-05, fitness inc: 9.115901116907299e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.4768234651239777, cost: 0.018737353585141392, fitness inc: 0.018737353585141392 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.9801459155594054, cost: 0.0014862255210510433, fitness inc: 0.014862255210510433 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.29586785580732, cost: 0.003297179421384744, fitness inc: 0.003297179421384744 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.210058902844617, cost: 0.006294020123433941, fitness inc: 0.006294020123433941 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.190086933955354, cost: 0.00019631777660766847, fitness inc: 0.0019631777660766847 Fitness: 0.04524514511771627 >>>>> Evaluating: >>>>> [17.670844737956813, 1.0136863418039934, 161.1045984099368, 30.256330437051115, 13.665608330476138] >>>>> [16.175781112990204, 3.9230458790174794, 163.94337695665246, 27.81300854744155, 13.832345746724883] >>>>> [15.185897262831345, -0.06221499482220938, 165.04264330040402, 24.35791145781637, 12.878572737424559] >>>>> [16.108153193312504, -1.4321786520978772, 166.48533916475984, 25.26272521368887, 14.469029548782155] >>>>> [17.24615088953765, 17.070976597895196, 163.37427965698978, 29.60497015958971, 10.709066683827208] >>>>> [15.418627314948266, 1.4368717784020422, 157.54065509687294, 25.977389586515827, 9.575851515633179] >>>>> [15.272905019023348, 16.924380331782135, 172.0623785032842, 24.11045224340355, 10.320584587726335] >>>>> [14.850664966221894, 16.84357792501285, 162.8100973777626, 27.70613053749184, 10.708690061962887] >>>>> [15.8576131911982, 14.864462285835142, 156.3703344157283, 25.47308602178106, 9.857929951703788] >>>>> [13.365608208977148, 14.334749360418277, 156.6226838756319, 25.042655783247646, 13.081996729241624] >> Running individual: {'amp': 17.670844737956813, 'amp_increment': 1.0136863418039934, 'period': 161.1045984099368, 'period_increment': 30.256330437051115, 'offset': 13.665608330476138} >> Running individual: {'amp': 16.175781112990204, 'amp_increment': 3.9230458790174794, 'period': 163.94337695665246, 'period_increment': 27.81300854744155, 'offset': 13.832345746724883} >> Running individual: {'amp': 15.185897262831345, 'amp_increment': -0.06221499482220938, 'period': 165.04264330040402, 'period_increment': 24.35791145781637, 'offset': 12.878572737424559} >> Running individual: {'amp': 16.108153193312504, 'amp_increment': -1.4321786520978772, 'period': 166.48533916475984, 'period_increment': 25.26272521368887, 'offset': 14.469029548782155} >> Running individual: {'amp': 17.24615088953765, 'amp_increment': 17.070976597895196, 'period': 163.37427965698978, 'period_increment': 29.60497015958971, 'offset': 10.709066683827208} >> Running individual: {'amp': 15.418627314948266, 'amp_increment': 1.4368717784020422, 'period': 157.54065509687294, 'period_increment': 25.977389586515827, 'offset': 9.575851515633179} >> Running individual: {'amp': 15.272905019023348, 'amp_increment': 16.924380331782135, 'period': 172.0623785032842, 'period_increment': 24.11045224340355, 'offset': 10.320584587726335} >> Running individual: {'amp': 14.850664966221894, 'amp_increment': 16.84357792501285, 'period': 162.8100973777626, 'period_increment': 27.70613053749184, 'offset': 10.708690061962887} >> Running individual: {'amp': 15.8576131911982, 'amp_increment': 14.864462285835142, 'period': 156.3703344157283, 'period_increment': 25.47308602178106, 'offset': 9.857929951703788} >> Running individual: {'amp': 13.365608208977148, 'amp_increment': 14.334749360418277, 'period': 156.6226838756319, 'period_increment': 25.042655783247646, 'offset': 13.081996729241624} - Evaluating [17.670844737956813, 1.0136863418039934, 161.1045984099368, 30.256330437051115, 13.665608330476138] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.336450188366474, cost: 0.0014967402755727832, fitness inc: 0.0014967402755727832 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.005214780765232, cost: 0.0009227018245242524, fitness inc: 0.0009227018245242524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.2073246430778815, cost: 0.001171210117694943, fitness inc: 0.01171210117694943 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.35013166566474, cost: 0.0001431757027174907, fitness inc: 0.0001431757027174907 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.018914982988788, cost: 0.005755921818894394, fitness inc: 0.005755921818894394 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.225342913127882, cost: 0.0001708027309048621, fitness inc: 0.0017080273090486209 Fitness: 0.02173866810770697 - Evaluating [16.175781112990204, 3.9230458790174794, 163.94337695665246, 27.81300854744155, 13.832345746724883] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.008119494209925, cost: 0.0009355123335438309, fitness inc: 0.0009355123335438309 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.3434244056747886, cost: 0.00654368894546542, fitness inc: 0.00654368894546542 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.099792607050417, cost: 0.0013156660003457166, fitness inc: 0.013156660003457166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.931161551671934, cost: 0.00040050702658056547, fitness inc: 0.00040050702658056547 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.266472799751914, cost: 0.003241906588462351, fitness inc: 0.003241906588462351 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.214444009906653, cost: 0.00017850086757764672, fitness inc: 0.0017850086757764672 Fitness: 0.0260632835732858 - Evaluating [15.185897262831345, -0.06221499482220938, 165.04264330040402, 24.35791145781637, 12.878572737424559] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.064459990053468, cost: 0.0003504834480881902, fitness inc: 0.0003504834480881902 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.3073165018105093, cost: 0.006721579544783807, fitness inc: 0.006721579544783807 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.0591371788647885, cost: 0.001372460571339551, fitness inc: 0.01372460571339551 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.002235221239864, cost: 0.00010345821178092685, fitness inc: 0.00010345821178092685 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.2450899708211423, cost: 0.01383813950156454, fitness inc: 0.01383813950156454 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.279831045405752, cost: 0.0001348600285354662, fitness inc: 0.001348600285354662 Fitness: 0.036086866704967635 - Evaluating [16.108153193312504, -1.4321786520978772, 166.48533916475984, 25.26272521368887, 14.469029548782155] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.57717361206669, cost: 0.0011599254516606594, fitness inc: 0.0011599254516606594 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.6391132255362741, cost: 0.010432441912956447, fitness inc: 0.010432441912956447 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.006727534838082, cost: 0.0014474386559414354, fitness inc: 0.014474386559414354 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.144997942117072, cost: 1.8950844089205e-05, fitness inc: 1.8950844089205e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -0.20693891041296375, cost: 0.021887810730752633, fitness inc: 0.021887810730752633 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.215123859190865, cost: 0.00017801571570075225, fitness inc: 0.0017801571570075225 Fitness: 0.04975367265588082 - Evaluating [17.24615088953765, 17.070976597895196, 163.37427965698978, 29.60497015958971, 10.709066683827208] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.955206335051866, cost: 0.00032594654071227414, fitness inc: 0.00032594654071227414 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.537074992180755, cost: 0.0022004180957592157, fitness inc: 0.0022004180957592157 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.120700208102863, cost: 0.0012869240667541249, fitness inc: 0.012869240667541249 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 45.026178308062825, cost: 0.005819682726877606, fitness inc: 0.005819682726877606 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -23.608044232546284, cost: 0.04141920783699704, fitness inc: 0.04141920783699704 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.181347150258278, cost: 0.00020291728490240413, fitness inc: 0.0020291728490240413 Fitness: 0.06466366871691143 - Evaluating [15.418627314948266, 1.4368717784020422, 157.54065509687294, 25.977389586515827, 9.575851515633179] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.99446967736735, cost: 1.1223459939202485e-09, fitness inc: 1.1223459939202485e-09 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.8427637681913644, cost: 0.0006625485484647031, fitness inc: 0.0006625485484647031 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.347594261773827, cost: 0.0009953571744644174, fitness inc: 0.009953571744644174 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.431342439018557, cost: 0.00033006064968432725, fitness inc: 0.00033006064968432725 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.279639313326837, cost: 0.001723744985084985, fitness inc: 0.001723744985084985 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.448848930662593, cost: 5.034463889863616e-05, fitness inc: 0.0005034463889863616 Fitness: 0.013173373439210545 - Evaluating [15.272905019023348, 16.924380331782135, 172.0623785032842, 24.11045224340355, 10.320584587726335] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.593482246017743, cost: 1.3151566848779161e-05, fitness inc: 1.3151566848779161e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.952311782124449, cost: 2.1183756528930786e-06, fitness inc: 2.1183756528930786e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.811926072299439, cost: 0.001743518519188858, fitness inc: 0.01743518519188858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.517853730015126, cost: 0.004046098279508414, fitness inc: 0.004046098279508414 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -21.8766867314491, cost: 0.03186461232120619, fitness inc: 0.03186461232120619 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.0974894864271505, cost: 0.0002717804741225738, fitness inc: 0.002717804741225738 Fitness: 0.05607897047633059 - Evaluating [14.850664966221894, 16.84357792501285, 162.8100973777626, 27.70613053749184, 10.708690061962887] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.559344322589407, cost: 1.1682219757225276e-05, fitness inc: 1.1682219757225276e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.141962677160456, cost: 0.000686611562593864, fitness inc: 0.000686611562593864 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.141751627563234, cost: 0.0012583039048160716, fitness inc: 0.012583039048160716 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.40291603346105, cost: 0.0039724316379790015, fitness inc: 0.0039724316379790015 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.985538547265303, cost: 0.02738825403192857, fitness inc: 0.02738825403192857 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.248655032147219, cost: 0.00015490619353419888, fitness inc: 0.0015490619353419888 Fitness: 0.04619108043576137 - Evaluating [15.8576131911982, 14.864462285835142, 156.3703344157283, 25.47308602178106, 9.857929951703788] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.715532075350918, cost: 1.911638774965141e-05, fitness inc: 1.911638774965141e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.999670838252712, cost: 0.0009319557287204017, fitness inc: 0.0009319557287204017 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.395497569709959, cost: 0.0009385671509838378, fitness inc: 0.009385671509838378 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.57998673274126, cost: 0.0028936738030661546, fitness inc: 0.0028936738030661546 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.864130875639084, cost: 0.026802368977257407, fitness inc: 0.026802368977257407 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.499793757733277, cost: 3.287461131373792e-05, fitness inc: 0.0003287461131373792 Fitness: 0.04036153251976937 - Evaluating [13.365608208977148, 14.334749360418277, 156.6226838756319, 25.042655783247646, 13.081996729241624] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.447593992560808, cost: 7.823235538961804e-05, fitness inc: 7.823235538961804e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.28360297399224993, cost: 0.020339147659476642, fitness inc: 0.020339147659476642 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.384880602731767, cost: 0.0009510102472476412, fitness inc: 0.009510102472476412 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 40.78234282300548, cost: 0.003005086791596834, fitness inc: 0.003005086791596834 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.618343760173806, cost: 0.004952244539724426, fitness inc: 0.004952244539724426 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.504334663546737, cost: 3.149744369479457e-05, fitness inc: 0.0003149744369479457 Fitness: 0.03819978825561188 >>>>> Evaluating: >>>>> [13.846330934040433, 7.911407340766806, 155.66383830658629, 24.90883338239499, 12.602520496546456] >>>>> [14.183819418840587, 17.488232565874366, 157.23348952031137, 26.015200923273163, 14.426453711801885] >>>>> [13.749126311052429, 12.016017982045403, 164.74814776502419, 26.52120441827718, 9.922707465072895] >>>>> [14.609834786479507, 5.733596364642684, 157.1892034977534, 25.689366868155002, 10.912253609290945] >>>>> [13.155066692352777, 16.936957738757094, 154.88414145762303, 26.402016737503654, 11.469769463588182] >>>>> [16.174523915312207, 14.615307157179641, 153.28720107324415, 25.519755208733915, 10.639132478979196] >>>>> [17.983727667728814, 4.450496586536831, 158.81959050961936, 26.963975763239677, 15] >>>>> [16.59842077127891, 13.388366270014867, 157.90800484640943, 30.071323675487893, 12.486523504602863] >>>>> [15.529989894693482, 1.5128665053657837, 165.94724513171036, 28.971779829667714, 11.004979882000661] >>>>> [15.561060565490079, 0.60982569753116, 160.78114428081255, 28.89223232349623, 10.489694843371616] >> Running individual: {'amp': 13.846330934040433, 'amp_increment': 7.911407340766806, 'period': 155.66383830658629, 'period_increment': 24.90883338239499, 'offset': 12.602520496546456} >> Running individual: {'amp': 14.183819418840587, 'amp_increment': 17.488232565874366, 'period': 157.23348952031137, 'period_increment': 26.015200923273163, 'offset': 14.426453711801885} >> Running individual: {'amp': 13.749126311052429, 'amp_increment': 12.016017982045403, 'period': 164.74814776502419, 'period_increment': 26.52120441827718, 'offset': 9.922707465072895} >> Running individual: {'amp': 14.609834786479507, 'amp_increment': 5.733596364642684, 'period': 157.1892034977534, 'period_increment': 25.689366868155002, 'offset': 10.912253609290945} >> Running individual: {'amp': 13.155066692352777, 'amp_increment': 16.936957738757094, 'period': 154.88414145762303, 'period_increment': 26.402016737503654, 'offset': 11.469769463588182} >> Running individual: {'amp': 16.174523915312207, 'amp_increment': 14.615307157179641, 'period': 153.28720107324415, 'period_increment': 25.519755208733915, 'offset': 10.639132478979196} >> Running individual: {'amp': 17.983727667728814, 'amp_increment': 4.450496586536831, 'period': 158.81959050961936, 'period_increment': 26.963975763239677, 'offset': 15} >> Running individual: {'amp': 16.59842077127891, 'amp_increment': 13.388366270014867, 'period': 157.90800484640943, 'period_increment': 30.071323675487893, 'offset': 12.486523504602863} >> Running individual: {'amp': 15.529989894693482, 'amp_increment': 1.5128665053657837, 'period': 165.94724513171036, 'period_increment': 28.971779829667714, 'offset': 11.004979882000661} >> Running individual: {'amp': 15.561060565490079, 'amp_increment': 0.60982569753116, 'period': 160.78114428081255, 'period_increment': 28.89223232349623, 'offset': 10.489694843371616} - Evaluating [13.846330934040433, 7.911407340766806, 155.66383830658629, 24.90883338239499, 12.602520496546456] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.448842630012052, cost: 7.836735887911672e-05, fitness inc: 7.836735887911672e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.2437997711041195, cost: 0.012997203069692764, fitness inc: 0.012997203069692764 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4242579982002415, cost: 0.0009052703952507901, fitness inc: 0.009052703952507901 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.36024586512954, cost: 0.000492662575917624, fitness inc: 0.000492662575917624 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.155206783726529, cost: 0.00016648494805437952, fitness inc: 0.00016648494805437952 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537865152982715, cost: 2.224035026487936e-05, fitness inc: 0.0002224035026487936 Fitness: 0.02300982540770058 - Evaluating [14.183819418840587, 17.488232565874366, 157.23348952031137, 26.015200923273163, 14.426453711801885] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 46.098492430360274, cost: 0.006674197897029943, fitness inc: 0.006674197897029943 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.24558344203794, cost: 0.012101590655943184, fitness inc: 0.012101590655943184 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.457025920872319, cost: 4.72907473298978e-05, fitness inc: 0.000472907473298978 Fitness: 2.247261725342234 - Evaluating [13.749126311052429, 12.016017982045403, 164.74814776502419, 26.52120441827718, 9.922707465072895] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.67182734111671, cost: 6.584880605409182e-05, fitness inc: 6.584880605409182e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8264095299369782, cost: 0.0012837640277653106, fitness inc: 0.0012837640277653106 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.070171178826302, cost: 0.0013569281892600316, fitness inc: 0.013569281892600316 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.68784318767656, cost: 0.0008380525370302871, fitness inc: 0.0008380525370302871 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.84242207718753, cost: 0.007901779452390012, fitness inc: 0.007901779452390012 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.228074761468298, cost: 0.0001688997474085241, fitness inc: 0.001688997474085241 Fitness: 0.025347724189925258 - Evaluating [14.609834786479507, 5.733596364642684, 157.1892034977534, 25.689366868155002, 10.912253609290945] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.52207673846604, cost: 1.0177508975139915e-05, fitness inc: 1.0177508975139915e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.697568037918986, cost: 0.0015806528220001503, fitness inc: 0.0015806528220001503 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.362132586842148, cost: 0.0009779460119438976, fitness inc: 0.009779460119438976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.255674981636503, cost: 4.0878432128632625e-05, fitness inc: 4.0878432128632625e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.431167701704021, cost: 7.548594287232202e-05, fitness inc: 7.548594287232202e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.468215994530978, cost: 4.326636813622997e-05, fitness inc: 0.0004326636813622997 Fitness: 0.011919318506777521 - Evaluating [13.155066692352777, 16.936957738757094, 154.88414145762303, 26.402016737503654, 11.469769463588182] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.624827446026682, cost: 5.253497933233042e-06, fitness inc: 5.253497933233042e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.685288060265077, cost: 0.010150636733273544, fitness inc: 0.010150636733273544 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.456611570246966, cost: 0.0008685305625899531, fitness inc: 0.008685305625899531 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.56178628666048, cost: 0.0034537029742159886, fitness inc: 0.0034537029742159886 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -18.622234515669465, cost: 0.01705113985317741, fitness inc: 0.01705113985317741 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.515719801433279, cost: 2.817409923749903e-05, fitness inc: 0.0002817409923749903 Fitness: 0.0396277796768747 - Evaluating [16.174523915312207, 14.615307157179641, 153.28720107324415, 25.519755208733915, 10.639132478979196] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.813648489362418, cost: 0.00012279311234197898, fitness inc: 0.00012279311234197898 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.5353779369814085, cost: 0.00026750174020317985, fitness inc: 0.00026750174020317985 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.523157208087742, cost: 0.0007953497381294472, fitness inc: 0.007953497381294472 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 41.42895391208697, cost: 0.0033750667695384706, fitness inc: 0.0033750667695384706 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -20.150689797334984, cost: 0.023477703735003796, fitness inc: 0.023477703735003796 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.592841163310058, cost: 1.0539120558705761e-05, fitness inc: 0.00010539120558705761 Fitness: 0.035301953943968956 - Evaluating [17.983727667728814, 4.450496586536831, 158.81959050961936, 26.963975763239677, 15] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.983717875231065, cost: 0.002374005321367889, fitness inc: 0.002374005321367889 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.9837172741718345, cost: 0.0037799212109052016, fitness inc: 0.0037799212109052016 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.296436217100164, cost: 0.00105784190895708, fitness inc: 0.0105784190895708 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 37.43421514802581, cost: 0.001430827833258319, fitness inc: 0.001430827833258319 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.434217027847734, cost: 0.0015337053085534569, fitness inc: 0.0015337053085534569 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.382131324003505, cost: 7.883129111929676e-05, fitness inc: 0.0007883129111929676 Fitness: 0.020485191674848635 - Evaluating [16.59842077127891, 13.388366270014867, 157.90800484640943, 30.071323675487893, 12.486523504602863] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.084941702939947, cost: 0.0006226008894033574, fitness inc: 0.0006226008894033574 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.11187772522423, cost: 0.0007355710465808407, fitness inc: 0.0007355710465808407 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3331222292580645, cost: 0.0010128410634405727, fitness inc: 0.010128410634405727 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 42.47329686986055, cost: 0.004017461239793074, fitness inc: 0.004017461239793074 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.50025040416765, cost: 0.012956012258570238, fitness inc: 0.012956012258570238 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.319856363877379, cost: 0.00011115859609023282, fitness inc: 0.0011115859609023282 Fitness: 0.029571642029655565 - Evaluating [15.529989894693482, 1.5128665053657837, 165.94724513171036, 28.971779829667714, 11.004979882000661] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.534963069737596, cost: 8.795952616802438e-05, fitness inc: 8.795952616802438e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.5249986696449485, cost: 0.00021050217914198033, fitness inc: 0.00021050217914198033 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.026274557067881, cost: 0.001419242207906013, fitness inc: 0.01419242207906013 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.04782829673345, cost: 9.879022859737852e-05, fitness inc: 9.879022859737852e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.0378689433606745, cost: 0.00364957508730257, fitness inc: 0.00364957508730257 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.130178273694226, cost: 0.00024374318985331822, fitness inc: 0.002437431898533182 Fitness: 0.020676680998803265 - Evaluating [15.561060565490079, 0.60982569753116, 160.78114428081255, 28.89223232349623, 10.489694843371616] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.05074694795424, cost: 4.122075541168613e-05, fitness inc: 4.122075541168613e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.071356523867578, cost: 4.758683062267011e-06, fitness inc: 4.758683062267011e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.219679064559316, cost: 0.001155149441212644, fitness inc: 0.01155149441212644 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.66057534997612, cost: 0.0002890311034788873, fitness inc: 0.0002890311034788873 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.681181118070946, cost: 0.004333283225609996, fitness inc: 0.004333283225609996 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2721760906806345, cost: 0.0001396536093831724, fitness inc: 0.001396536093831724 Fitness: 0.017616324273521 >>>>> Evaluating: >>>>> [13.831698633794005, 1.9050343083277923, 161.59103420069448, 28.331666583084466, 12.287656978243085] >>>>> [13.946178121281733, 6.840030315903187, 157.45785537894264, 28.663854514340837, 13.411962092704167] >>>>> [17.54132598099693, 1.0216332762292137, 158.05733966982066, 28.42178477776862, 12.577030034522975] >>>>> [17.047841714688314, 1.5618652418965175, 158.10296838540467, 27.219782117935285, 12.958771658601199] >>>>> [17.7205548375838, 9.402125263648713, 172.44234896709497, 27.138154979559793, 11.745535240571499] >>>>> [15.561393401560707, 2.620718339922883, 161.26975703399242, 33.522003690965064, 10.613885399036151] >>>>> [16.205125617636778, 7.982137264956717, 156.92828569353222, 25.143420700414936, 12.104804857700728] >>>>> [14.082932055249536, 4.301711956953228, 164.7257873980655, 25.474004147818274, 11.753615730336302] >>>>> [17.670844737956813, 0.1708133233382142, 161.68537625792698, 30.256330437051115, 13.654471066175041] >>>>> [17.129860054263055, 0.5558543668747756, 159.49897161448513, 29.595814886819472, 14.506252348690634] >> Running individual: {'amp': 13.831698633794005, 'amp_increment': 1.9050343083277923, 'period': 161.59103420069448, 'period_increment': 28.331666583084466, 'offset': 12.287656978243085} >> Running individual: {'amp': 13.946178121281733, 'amp_increment': 6.840030315903187, 'period': 157.45785537894264, 'period_increment': 28.663854514340837, 'offset': 13.411962092704167} >> Running individual: {'amp': 17.54132598099693, 'amp_increment': 1.0216332762292137, 'period': 158.05733966982066, 'period_increment': 28.42178477776862, 'offset': 12.577030034522975} >> Running individual: {'amp': 17.047841714688314, 'amp_increment': 1.5618652418965175, 'period': 158.10296838540467, 'period_increment': 27.219782117935285, 'offset': 12.958771658601199} >> Running individual: {'amp': 17.7205548375838, 'amp_increment': 9.402125263648713, 'period': 172.44234896709497, 'period_increment': 27.138154979559793, 'offset': 11.745535240571499} >> Running individual: {'amp': 15.561393401560707, 'amp_increment': 2.620718339922883, 'period': 161.26975703399242, 'period_increment': 33.522003690965064, 'offset': 10.613885399036151} >> Running individual: {'amp': 16.205125617636778, 'amp_increment': 7.982137264956717, 'period': 156.92828569353222, 'period_increment': 25.143420700414936, 'offset': 12.104804857700728} >> Running individual: {'amp': 14.082932055249536, 'amp_increment': 4.301711956953228, 'period': 164.7257873980655, 'period_increment': 25.474004147818274, 'offset': 11.753615730336302} >> Running individual: {'amp': 17.670844737956813, 'amp_increment': 0.1708133233382142, 'period': 161.68537625792698, 'period_increment': 30.256330437051115, 'offset': 13.654471066175041} >> Running individual: {'amp': 17.129860054263055, 'amp_increment': 0.5558543668747756, 'period': 159.49897161448513, 'period_increment': 29.595814886819472, 'offset': 14.506252348690634} - Evaluating [13.831698633794005, 1.9050343083277923, 161.59103420069448, 28.331666583084466, 12.287656978243085] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.119346804075175, cost: 4.6778273158687433e-05, fitness inc: 4.6778273158687433e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.5440308674247685, cost: 0.011024485956599772, fitness inc: 0.011024485956599772 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.188118811880237, cost: 0.0011963969717204703, fitness inc: 0.011963969717204703 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.02438258734159, cost: 0.00010117723054314798, fitness inc: 0.00010117723054314798 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -3.449068473815296, cost: 0.009914122872405784, fitness inc: 0.009914122872405784 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.2652362774771575, cost: 0.0001440716800834574, fitness inc: 0.0014407168008345739 Fitness: 0.03449125085074667 - Evaluating [13.946178121281733, 6.840030315903187, 157.45785537894264, 28.663854514340837, 13.411962092704167] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.3581295600067, cost: 0.0002075683021771635, fitness inc: 0.0002075683021771635 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.5342076801985701, cost: 0.018273566659493534, fitness inc: 0.018273566659493534 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350819255683021, cost: 0.000991481687270812, fitness inc: 0.009914816872708121 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.198160536775355, cost: 0.00045673212435670685, fitness inc: 0.00045673212435670685 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.374237277420467, cost: 0.0016061340336758212, fitness inc: 0.0016061340336758212 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.372733378105312, cost: 8.335491270006212e-05, fitness inc: 0.0008335491270006212 Fitness: 0.03129236711941197 - Evaluating [17.54132598099693, 1.0216332762292137, 158.05733966982066, 28.42178477776862, 12.577030034522975] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.118346900132934, cost: 0.0009771052097223842, fitness inc: 0.0009771052097223842 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.964283213927712, cost: 1.1875075811573765e-06, fitness inc: 1.1875075811573765e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.326711375426092, cost: 0.0010206346193535332, fitness inc: 0.010206346193535332 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.1399808051115, cost: 3.3693040828453036e-05, fitness inc: 3.3693040828453036e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.985920715871581, cost: 0.00374554294380669, fitness inc: 0.00374554294380669 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.362649148678647, cost: 8.83491897207822e-05, fitness inc: 0.0008834918972078221 Fitness: 0.01584736679268184 - Evaluating [17.047841714688314, 1.5618652418965175, 158.10296838540467, 27.219782117935285, 12.958771658601199] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.00659822163804, cost: 0.000934944611756916, fitness inc: 0.000934944611756916 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.089066536955708, cost: 0.0007738146578899485, fitness inc: 0.0007738146578899485 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.325110689436106, cost: 0.0010225851893833626, fitness inc: 0.010225851893833626 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.568469741371405, cost: 6.377899116383201e-05, fitness inc: 6.377899116383201e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.65092769281455, cost: 0.004393938124058749, fitness inc: 0.004393938124058749 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.39592607581196, cost: 7.241981910899309e-05, fitness inc: 0.0007241981910899309 Fitness: 0.017116526469793003 - Evaluating [17.7205548375838, 9.402125263648713, 172.44234896709497, 27.138154979559793, 11.745535240571499] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.46608093231113, cost: 0.0007441106524042063, fitness inc: 0.0007441106524042063 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.97501101458199, cost: 0.0008865863529841089, fitness inc: 0.0008865863529841089 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.799118533981913, cost: 0.0017639443948216371, fitness inc: 0.01763944394821637 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 38.8682041104768, cost: 0.002034815870899709, fitness inc: 0.002034815870899709 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.377133282127213, cost: 0.006701410347877301, fitness inc: 0.006701410347877301 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.01064762620491, cost: 0.00035366976872441835, fitness inc: 0.0035366976872441835 Fitness: 0.03154306485962588 - Evaluating [15.561393401560707, 2.620718339922883, 161.26975703399242, 33.522003690965064, 10.613885399036151] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.17527055720389, cost: 5.1568766254894705e-05, fitness inc: 5.1568766254894705e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.947497595788992, cost: 2.5681369104635365e-06, fitness inc: 2.5681369104635365e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.200396825395875, cost: 0.0011802645910476972, fitness inc: 0.011802645910476972 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.795992605602898, cost: 3.75797551973589e-05, fitness inc: 3.75797551973589e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.568220202250397, cost: 0.001377900122504827, fitness inc: 0.001377900122504827 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.133470225871904, cost: 0.00024100418346550967, fitness inc: 0.0024100418346550967 Fitness: 0.015682304525999613 - Evaluating [16.205125617636778, 7.982137264956717, 156.92828569353222, 25.143420700414936, 12.104804857700728] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.3099180008636, cost: 0.00040885349651276215, fitness inc: 0.00040885349651276215 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.100310570845207, cost: 0.0007548428686646735, fitness inc: 0.0007548428686646735 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.371861858033956, cost: 0.0009663797490773174, fitness inc: 0.009663797490773174 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.292058989211775, cost: 0.0010253678325861104, fitness inc: 0.0010253678325861104 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.082442442180886, cost: 0.0010108804502504398, fitness inc: 0.0010108804502504398 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.492242207880561, cost: 3.5230088644144786e-05, fitness inc: 0.00035230088644144786 Fitness: 0.013216043025228608 - Evaluating [14.082932055249536, 4.301711956953228, 164.7257873980655, 25.474004147818274, 11.753615730336302] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.836541760380452, cost: 2.6128321169105462e-05, fitness inc: 2.6128321169105462e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.3293055414698216, cost: 0.006612969126684742, fitness inc: 0.006612969126684742 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.070908207866955, cost: 0.0013558938219487837, fitness inc: 0.013558938219487837 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.13823513127104, cost: 4.956491045371436e-07, fitness inc: 4.956491045371436e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.631003774063797, cost: 0.002641336235068348, fitness inc: 0.002641336235068348 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.25762355415273, cost: 0.00014899723958583522, fitness inc: 0.0014899723958583522 Fitness: 0.024329839947372922 - Evaluating [17.670844737956813, 0.1708133233382142, 161.68537625792698, 30.256330437051115, 13.654471066175041] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.32530518209144, cost: 0.0014914876413584244, fitness inc: 0.0014914876413584244 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.016361519769856, cost: 0.0009021571882229518, fitness inc: 0.0009021571882229518 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.185056902522554, cost: 0.0012004370870231096, fitness inc: 0.012004370870231096 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.496120886376616, cost: 5.803127158976462e-05, fitness inc: 5.803127158976462e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.18717863849837, cost: 0.00782236640141809, fitness inc: 0.00782236640141809 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.209690023442814, cost: 0.0001819118317462065, fitness inc: 0.001819118317462065 Fitness: 0.024097531690282392 - Evaluating [17.129860054263055, 0.5558543668747756, 159.49897161448513, 29.595814886819472, 14.506252348690634] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 31.636102069153626, cost: 0.0016414108041721276, fitness inc: 0.0016414108041721276 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.6236014301791726, cost: 0.005243040849896685, fitness inc: 0.005243040849896685 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.269592476488073, cost: 0.001091387431230495, fitness inc: 0.01091387431230495 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.191953067327944, cost: 0.0001245536288444482, fitness inc: 0.0001245536288444482 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -3.1794604316582658, cost: 0.010738021362460937, fitness inc: 0.010738021362460937 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.288207297725275, cost: 0.0001297106443222118, fitness inc: 0.001297106443222118 Fitness: 0.029958007400901265 >>>>> Evaluating: >>>>> [14.323438939847735, 3.8978841694449864, 161.67378645638092, 24.795182695851732, 11.15046756612715] >>>>> [13.89153769043252, 2.2993863912988908, 158.49343414956655, 25.501474873872294, 10.637621102685054] >>>>> [14.558550858797824, 8.007371067403946, 158.65435622597374, 28.53216599484681, 10.147001465059727] >>>>> [15.899965614778864, -0.43270814521745304, 156.79307233121645, 29.223356843384845, 10.261399710155652] >>>>> [18.64947782023425, 2.491459444325951, 158.33495344053384, 32.121413742965174, 11.428829304947486] >>>>> [18.21903703735392, 5.928272771142838, 158.8047115740586, 34.987817848848586, 11.847479568829996] >>>>> [15.967966653715877, 5.508627836440166, 157.70084953866376, 25.975959212894498, 9.50429961695004] >>>>> [15.36844426904898, 3.1703819864417553, 156.11182706541922, 26.26693421126331, 10.196535081787596] >>>>> [13.6766477440764, -1.101494638040799, 164.8520201145871, 31.23408697587644, 8.385528824157678] >>>>> [14.708077690055013, 2.616036819492977, 157.9493859284896, 29.426443658198576, 11.357387706087813] >> Running individual: {'amp': 14.323438939847735, 'amp_increment': 3.8978841694449864, 'period': 161.67378645638092, 'period_increment': 24.795182695851732, 'offset': 11.15046756612715} >> Running individual: {'amp': 13.89153769043252, 'amp_increment': 2.2993863912988908, 'period': 158.49343414956655, 'period_increment': 25.501474873872294, 'offset': 10.637621102685054} >> Running individual: {'amp': 14.558550858797824, 'amp_increment': 8.007371067403946, 'period': 158.65435622597374, 'period_increment': 28.53216599484681, 'offset': 10.147001465059727} >> Running individual: {'amp': 15.899965614778864, 'amp_increment': -0.43270814521745304, 'period': 156.79307233121645, 'period_increment': 29.223356843384845, 'offset': 10.261399710155652} >> Running individual: {'amp': 18.64947782023425, 'amp_increment': 2.491459444325951, 'period': 158.33495344053384, 'period_increment': 32.121413742965174, 'offset': 11.428829304947486} >> Running individual: {'amp': 18.21903703735392, 'amp_increment': 5.928272771142838, 'period': 158.8047115740586, 'period_increment': 34.987817848848586, 'offset': 11.847479568829996} >> Running individual: {'amp': 15.967966653715877, 'amp_increment': 5.508627836440166, 'period': 157.70084953866376, 'period_increment': 25.975959212894498, 'offset': 9.50429961695004} >> Running individual: {'amp': 15.36844426904898, 'amp_increment': 3.1703819864417553, 'period': 156.11182706541922, 'period_increment': 26.26693421126331, 'offset': 10.196535081787596} >> Running individual: {'amp': 13.6766477440764, 'amp_increment': -1.101494638040799, 'period': 164.8520201145871, 'period_increment': 31.23408697587644, 'offset': 8.385528824157678} >> Running individual: {'amp': 14.708077690055013, 'amp_increment': 2.616036819492977, 'period': 157.9493859284896, 'period_increment': 29.426443658198576, 'offset': 11.357387706087813} - Evaluating [14.323438939847735, 3.8978841694449864, 161.67378645638092, 24.795182695851732, 11.15046756612715] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.473900225326236, cost: 8.386010997396554e-06, fitness inc: 8.386010997396554e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.172959772574489, cost: 0.003105759271840647, fitness inc: 0.003105759271840647 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.185056902522554, cost: 0.0012004370870231096, fitness inc: 0.012004370870231096 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.37178420666071, cost: 1.0230666012134293e-05, fitness inc: 1.0230666012134293e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.07084449867388, cost: 0.0019979578126748665, fitness inc: 0.0019979578126748665 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.362649148678648, cost: 8.83491897207822e-05, fitness inc: 0.0008834918972078221 Fitness: 0.018010196528963962 - Evaluating [13.89153769043252, 2.2993863912988908, 158.49343414956655, 25.501474873872294, 10.637621102685054] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.529156894234294, cost: 8.27484473742146e-06, fitness inc: 8.27484473742146e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2538986676189623, cost: 0.002837437424264233, fitness inc: 0.002837437424264233 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.309148264983269, cost: 0.0010421382992912287, fitness inc: 0.010421382992912287 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.828543456389916, cost: 0.00026069378630710904, fitness inc: 0.00026069378630710904 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.5533006393290165, cost: 0.004592505990322127, fitness inc: 0.004592505990322127 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.434782608694848, cost: 5.582155296735003e-05, fitness inc: 0.0005582155296735003 Fitness: 0.018678510568216677 - Evaluating [14.558550858797824, 8.007371067403946, 158.65435622597374, 28.53216599484681, 10.147001465059727] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.705543310018328, cost: 3.2359373501877897e-06, fitness inc: 3.2359373501877897e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.411538504969566, cost: 0.00032305082730343937, fitness inc: 0.00032305082730343937 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.303580433685376, cost: 0.0010490020160655034, fitness inc: 0.010490020160655034 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.7129107843967, cost: 0.0001907803706565625, fitness inc: 0.0001907803706565625 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.4189057833494, cost: 0.00136344154556034, fitness inc: 0.00136344154556034 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.342593829303328, cost: 9.871341318934412e-05, fitness inc: 0.0009871341318934412 Fitness: 0.013357662973419004 - Evaluating [15.899965614778864, -0.43270814521745304, 156.79307233121645, 29.223356843384845, 10.261399710155652] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.161358904371507, cost: 5.03552647000971e-05, fitness inc: 5.03552647000971e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.638557645966799, cost: 0.00038049099788439733, fitness inc: 0.00038049099788439733 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.377551020407201, cost: 0.0009596481990635786, fitness inc: 0.009596481990635786 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.72864855438587, cost: 0.0004727743395775974, fitness inc: 0.0004727743395775974 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.205848978538775, cost: 0.005334261789942896, fitness inc: 0.005334261789942896 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.375621556241639, cost: 8.195128405430463e-05, fitness inc: 0.0008195128405430463 Fitness: 0.01665387722328382 - Evaluating [18.64947782023425, 2.491459444325951, 158.33495344053384, 32.121413742965174, 11.428829304947486] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.078294474795147, cost: 0.0009618876185791825, fitness inc: 0.0009618876185791825 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.220634559797436, cost: 0.0045816653116173, fitness inc: 0.0045816653116173 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.315523556901909, cost: 0.0010343067695358643, fitness inc: 0.010343067695358643 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.56975819802242, cost: 0.0001711812813117719, fitness inc: 0.0001711812813117719 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.712096494241337, cost: 1.933605443649178e-05, fitness inc: 1.933605443649178e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.25072197427067, cost: 0.00015353419442765137, fitness inc: 0.0015353419442765137 Fitness: 0.017612479905579903 - Evaluating [18.21903703735392, 5.928272771142838, 158.8047115740586, 34.987817848848586, 11.847479568829996] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.066513288865522, cost: 0.0009574341196637581, fitness inc: 0.0009574341196637581 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.371553201516019, cost: 0.0017528244149883632, fitness inc: 0.0017528244149883632 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.297229219142619, cost: 0.001056858864052157, fitness inc: 0.01056858864052157 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.99477397864354, cost: 0.0009308528930028759, fitness inc: 0.0009308528930028759 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.29981781093645, cost: 0.0012326590109196234, fitness inc: 0.0012326590109196234 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.15995872032945, cost: 0.00021952783187839664, fitness inc: 0.0021952783187839664 Fitness: 0.017637637397880157 - Evaluating [15.967966653715877, 5.508627836440166, 157.70084953866376, 25.975959212894498, 9.50429961695004] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.472256773146597, cost: 8.327953953113365e-06, fitness inc: 8.327953953113365e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.46366074190297, cost: 0.0019956592913862314, fitness inc: 0.0019956592913862314 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.341154090043427, cost: 0.0010031189057719825, fitness inc: 0.010031189057719825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.980883337519895, cost: 2.4945236562712303e-05, fitness inc: 2.4945236562712303e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.972283596939736, cost: 0.0009068563146572561, fitness inc: 0.0009068563146572561 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.444399074451352, cost: 5.204668233038667e-05, fitness inc: 0.0005204668233038667 Fitness: 0.013487444677583005 - Evaluating [15.36844426904898, 3.1703819864417553, 156.11182706541922, 26.26693421126331, 10.196535081787596] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.56496519980075, cost: 1.1918166914259842e-05, fitness inc: 1.1918166914259842e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.171901861054555, cost: 2.759519824602208e-05, fitness inc: 2.759519824602208e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.405329233921659, cost: 0.0009271172987113108, fitness inc: 0.009271172987113108 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.73535238006814, cost: 4.146046129704928e-05, fitness inc: 4.146046129704928e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.342282855697624, cost: 0.0006407744438727825, fitness inc: 0.0006407744438727825 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.483207676489941, cost: 3.815519293004499e-05, fitness inc: 0.0003815519293004499 Fitness: 0.010374473186743671 - Evaluating [13.6766477440764, -1.101494638040799, 164.8520201145871, 31.23408697587644, 8.385528824157678] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.062170263885083, cost: 0.0003221052036721517, fitness inc: 0.0003221052036721517 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.291109483804425, cost: 7.911606764909873e-05, fitness inc: 7.911606764909873e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.065752759916565, cost: 0.0013631373581590722, fitness inc: 0.013631373581590722 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 20.96067918518178, cost: 0.0021139012001449853, fitness inc: 0.0021139012001449853 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.189616992311395, cost: 0.007815856393925569, fitness inc: 0.007815856393925569 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.099439061702429, cost: 0.0002700655601485247, fitness inc: 0.0027006556014852467 Fitness: 0.026663008048467773 - Evaluating [14.708077690055013, 2.616036819492977, 157.9493859284896, 29.426443658198576, 11.357387706087813] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.06545692851641, cost: 4.2382875887203575e-05, fitness inc: 4.2382875887203575e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3506804312626, cost: 0.0025323777449177687, fitness inc: 0.0025323777449177687 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.331518298086921, cost: 0.0010147881395917713, fitness inc: 0.010147881395917713 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.681491709598514, cost: 4.5067154221367645e-05, fitness inc: 4.5067154221367645e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.966718551296146, cost: 0.003781328248374738, fitness inc: 0.003781328248374738 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.336891260839761, cost: 0.00010176529841054993, fitness inc: 0.0010176529841054993 Fitness: 0.01756669040342429 >>>>> Evaluating: >>>>> [15.938509731637936, 7.871097459382797, 166.6803514558817, 27.268805479950753, 11.76877680174183] >>>>> [16.75144142334197, 5.540681295003489, 164.82451672345024, 27.78909977365686, 11.772456553205004] >>>>> [15.048364033266909, -0.30808806485244244, 157.39944788666165, 29.06937746696483, 12.269519101867498] >>>>> [17.18264180796151, 1.4166429934471552, 157.96836293501224, 30.125522133029243, 13.000463768793407] >>>>> [15.123131716032924, 1.8411016961675783, 158.43707837957402, 25.36620098384493, 10.588907980874897] >>>>> [15.26607979098388, 1.795963580973151, 158.51140151646572, 28.926483158482572, 10.626266797767428] >>>>> [17.767092563791632, 1.2862162387068155, 155.65466097213383, 26.74369414266765, 12.526396662949494] >>>>> [16.760538328553476, 4.00812021982458, 157.6055928061654, 29.077619559802766, 12.087930708003867] >>>>> [15.415282763288248, 1.2596392744879426, 156.93704402577552, 27.294056230458505, 11.73949350173881] >>>>> [15.766924126239102, 3.139886240531652, 157.10683319522786, 26.246995537091767, 10.804286347864824] >> Running individual: {'amp': 15.938509731637936, 'amp_increment': 7.871097459382797, 'period': 166.6803514558817, 'period_increment': 27.268805479950753, 'offset': 11.76877680174183} >> Running individual: {'amp': 16.75144142334197, 'amp_increment': 5.540681295003489, 'period': 164.82451672345024, 'period_increment': 27.78909977365686, 'offset': 11.772456553205004} >> Running individual: {'amp': 15.048364033266909, 'amp_increment': -0.30808806485244244, 'period': 157.39944788666165, 'period_increment': 29.06937746696483, 'offset': 12.269519101867498} >> Running individual: {'amp': 17.18264180796151, 'amp_increment': 1.4166429934471552, 'period': 157.96836293501224, 'period_increment': 30.125522133029243, 'offset': 13.000463768793407} >> Running individual: {'amp': 15.123131716032924, 'amp_increment': 1.8411016961675783, 'period': 158.43707837957402, 'period_increment': 25.36620098384493, 'offset': 10.588907980874897} >> Running individual: {'amp': 15.26607979098388, 'amp_increment': 1.795963580973151, 'period': 158.51140151646572, 'period_increment': 28.926483158482572, 'offset': 10.626266797767428} >> Running individual: {'amp': 17.767092563791632, 'amp_increment': 1.2862162387068155, 'period': 155.65466097213383, 'period_increment': 26.74369414266765, 'offset': 12.526396662949494} >> Running individual: {'amp': 16.760538328553476, 'amp_increment': 4.00812021982458, 'period': 157.6055928061654, 'period_increment': 29.077619559802766, 'offset': 12.087930708003867} >> Running individual: {'amp': 15.415282763288248, 'amp_increment': 1.2596392744879426, 'period': 156.93704402577552, 'period_increment': 27.294056230458505, 'offset': 11.73949350173881} >> Running individual: {'amp': 15.766924126239102, 'amp_increment': 3.139886240531652, 'period': 157.10683319522786, 'period_increment': 26.246995537091767, 'offset': 10.804286347864824} - Evaluating [15.938509731637936, 7.871097459382797, 166.6803514558817, 27.268805479950753, 11.76877680174183] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.707276552449027, cost: 0.00027356468510086884, fitness inc: 0.00027356468510086884 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.169724335266984, cost: 0.000642925651963222, fitness inc: 0.000642925651963222 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 5.999520038395992, cost: 0.0014579051021237355, fitness inc: 0.014579051021237355 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.5783760862712, cost: 0.0008061308997783234, fitness inc: 0.0008061308997783234 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.04081796771762, cost: 0.000970912231630372, fitness inc: 0.000970912231630372 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.155968032997408, cost: 0.00022269933396090735, fitness inc: 0.0022269933396090735 Fitness: 0.019499577829319215 - Evaluating [16.75144142334197, 5.540681295003489, 164.82451672345024, 27.78909977365686, 11.772456553205004] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.523889371232627, cost: 0.0004633971141843052, fitness inc: 0.0004633971141843052 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.978974210776525, cost: 4.107619235860227e-07, fitness inc: 4.107619235860227e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.06722485135205, cost: 0.0013610670717358886, fitness inc: 0.013610670717358886 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.064570426626865, cost: 0.0004281396238925428, fitness inc: 0.0004281396238925428 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.519659897555918, cost: 6.301507944361795e-05, fitness inc: 6.301507944361795e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.192107995845523, cost: 0.00019480717273911985, fitness inc: 0.0019480717273911985 Fitness: 0.016513705024194136 - Evaluating [15.048364033266909, -0.30808806485244244, 157.39944788666165, 29.06937746696483, 12.269519101867498] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.31785494272468, cost: 0.00020054025866445002, fitness inc: 0.00020054025866445002 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.778817059011903, cost: 0.004583528774955714, fitness inc: 0.004583528774955714 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.353240152476803, cost: 0.0009885774390024915, fitness inc: 0.009885774390024915 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.00978980504231, cost: 0.00023175473810188585, fitness inc: 0.00023175473810188585 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -2.47074790512684, cost: 0.013054870015933973, fitness inc: 0.013054870015933973 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.362649148678648, cost: 8.83491897207822e-05, fitness inc: 0.0008834918972078221 Fitness: 0.02883996007488876 - Evaluating [17.18264180796151, 1.4166429934471552, 157.96836293501224, 30.125522133029243, 13.000463768793407] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.183094699362368, cost: 0.0010019574476587412, fitness inc: 0.0010019574476587412 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.182164738905095, cost: 0.0006238143340894231, fitness inc: 0.0006238143340894231 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.330716637122363, cost: 0.0010157620065306405, fitness inc: 0.010157620065306405 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.599746482804687, cost: 6.634775301217477e-05, fitness inc: 6.634775301217477e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.598803790721608, cost: 0.004499416573567894, fitness inc: 0.004499416573567894 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.316321105793993, cost: 0.00011315992162597155, fitness inc: 0.0011315992162597155 Fitness: 0.017480755389894354 - Evaluating [15.123131716032924, 1.8411016961675783, 158.43707837957402, 25.36620098384493, 10.588907980874897] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.71203026870647, cost: 1.8929750657203925e-05, fitness inc: 1.8929750657203925e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.534215254255991, cost: 0.00020241340301407895, fitness inc: 0.00020241340301407895 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.311537490531735, cost: 0.0010391998794609947, fitness inc: 0.010391998794609947 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.553123174042163, cost: 0.0001551960196145563, fitness inc: 0.0001551960196145563 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.375308571042746, cost: 0.003056219987679687, fitness inc: 0.003056219987679687 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.440696409139566, cost: 5.3484493435451697e-05, fitness inc: 0.000534844934354517 Fitness: 0.01435960288992999 - Evaluating [15.26607979098388, 1.795963580973151, 158.51140151646572, 28.926483158482572, 10.626266797767428] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.892332346569173, cost: 2.9729313940518587e-05, fitness inc: 2.9729313940518587e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.639806703100901, cost: 0.0001210457202092119, fitness inc: 0.0001210457202092119 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.308352258389151, cost: 0.0010431181966701342, fitness inc: 0.010431181966701342 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.688303008948147, cost: 0.00013852391301638622, fitness inc: 0.00013852391301638622 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.435769306177508, cost: 0.0029554112580312264, fitness inc: 0.0029554112580312264 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.335467520340671, cost: 0.00010253449779384916, fitness inc: 0.0010253449779384916 Fitness: 0.014701237149837176 - Evaluating [17.767092563791632, 1.2862162387068155, 155.65466097213383, 26.74369414266765, 12.526396662949494] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.293480947845083, cost: 0.0010450445423921817, fitness inc: 0.0010450445423921817 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.240681362765566, cost: 5.4085069348341897e-05, fitness inc: 5.4085069348341897e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.424257998200242, cost: 0.0009052703952507901, fitness inc: 0.009052703952507901 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.57970524943092, cost: 6.469592897706544e-05, fitness inc: 6.469592897706544e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.5269118470657315, cost: 0.0028066129689451325, fitness inc: 0.0028066129689451325 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.482456140350071, cost: 3.840377157982022e-05, fitness inc: 0.00038403771579820223 Fitness: 0.013407180177968825 - Evaluating [16.760538328553476, 4.00812021982458, 157.6055928061654, 29.077619559802766, 12.087930708003867] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.84846467078887, cost: 0.0005526421918463642, fitness inc: 0.0005526421918463642 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6726020049389545, cost: 0.00010000642676843974, fitness inc: 0.00010000642676843974 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.345177664973658, cost: 0.000998266147609228, fitness inc: 0.00998266147609228 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.85657800108343, cost: 0.00021151701665012013, fitness inc: 0.00021151701665012013 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.680718170998787, cost: 0.00040593565288016276, fitness inc: 0.00040593565288016276 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.356903709655019, cost: 9.125960998801474e-05, fitness inc: 0.0009125960998801474 Fitness: 0.012165358864117515 - Evaluating [15.415282763288248, 1.2596392744879426, 156.93704402577552, 27.294056230458505, 11.73949350173881] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.15476634954776, cost: 0.00017331757430316674, fitness inc: 0.00017331757430316674 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.675779230715753, cost: 0.0016338965272518768, fitness inc: 0.0016338965272518768 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.371861858033957, cost: 0.0009663797490773174, fitness inc: 0.009663797490773174 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.41440580888177, cost: 6.517384467685794e-05, fitness inc: 6.517384467685794e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.935422499812345, cost: 0.005949343115089434, fitness inc: 0.005949343115089434 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.428144931468867, cost: 5.850419335817758e-05, fitness inc: 0.0005850419335817758 Fitness: 0.018070570485676285 - Evaluating [15.766924126239102, 3.139886240531652, 157.10683319522786, 26.246995537091767, 10.804286347864824] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.57120827084361, cost: 9.216204195749977e-05, fitness inc: 9.216204195749977e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.962617364088582, cost: 1.301016618882045e-06, fitness inc: 1.301016618882045e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.365372374282934, cost: 0.0009740868987957452, fitness inc: 0.009740868987957452 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.711083832764682, cost: 2.1636203945130106e-06, fitness inc: 2.1636203945130106e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.102516930895312, cost: 0.0008393748686473801, fitness inc: 0.0008393748686473801 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.453306066802194, cost: 4.866817109649979e-05, fitness inc: 0.0004866817109649979 Fitness: 0.011162552246540725 >>>>> Evaluating: >>>>> [16.525144865617925, 1.0197614167235434, 158.70216926088818, 29.28281111377641, 13.151257829898341] >>>>> [19.12567596387998, 2.0595060094393167, 156.49617046286244, 28.65672782893454, 12.964884059203236] >>>>> [16.664280413511925, 1.4235290212878486, 157.47705986031073, 25.97701883062506, 12.20953922961932] >>>>> [14.084160635474797, 1.4621369899910037, 157.2807675935218, 23.989881972973315, 12.029560921769832] >>>>> [13.742128187378187, 2.7700984526756467, 158.37777123204873, 25.593158058024535, 11.22037790360596] >>>>> [14.290921357804919, 3.0166583174900383, 160.0854455201764, 25.728859749770255, 9.627377328732678] >>>>> [15.455710747235088, 1.591300314993054, 158.27176214124307, 28.41577314317981, 10.248580878121814] >>>>> [14.813797810451073, 0.9709736865966513, 158.82155369861255, 26.972044709791657, 9.844365507910137] >>>>> [15.930737672171993, 4.307244031700327, 157.517123541744, 29.502970692874904, 14.089150686143704] >>>>> [17.597238822007643, 9.507001845356008, 156.55567500337568, 29.48370832580463, 12.58358333579328] >> Running individual: {'amp': 16.525144865617925, 'amp_increment': 1.0197614167235434, 'period': 158.70216926088818, 'period_increment': 29.28281111377641, 'offset': 13.151257829898341} >> Running individual: {'amp': 19.12567596387998, 'amp_increment': 2.0595060094393167, 'period': 156.49617046286244, 'period_increment': 28.65672782893454, 'offset': 12.964884059203236} >> Running individual: {'amp': 16.664280413511925, 'amp_increment': 1.4235290212878486, 'period': 157.47705986031073, 'period_increment': 25.97701883062506, 'offset': 12.20953922961932} >> Running individual: {'amp': 14.084160635474797, 'amp_increment': 1.4621369899910037, 'period': 157.2807675935218, 'period_increment': 23.989881972973315, 'offset': 12.029560921769832} >> Running individual: {'amp': 13.742128187378187, 'amp_increment': 2.7700984526756467, 'period': 158.37777123204873, 'period_increment': 25.593158058024535, 'offset': 11.22037790360596} >> Running individual: {'amp': 14.290921357804919, 'amp_increment': 3.0166583174900383, 'period': 160.0854455201764, 'period_increment': 25.728859749770255, 'offset': 9.627377328732678} >> Running individual: {'amp': 15.455710747235088, 'amp_increment': 1.591300314993054, 'period': 158.27176214124307, 'period_increment': 28.41577314317981, 'offset': 10.248580878121814} >> Running individual: {'amp': 14.813797810451073, 'amp_increment': 0.9709736865966513, 'period': 158.82155369861255, 'period_increment': 26.972044709791657, 'offset': 9.844365507910137} >> Running individual: {'amp': 15.930737672171993, 'amp_increment': 4.307244031700327, 'period': 157.517123541744, 'period_increment': 29.502970692874904, 'offset': 14.089150686143704} >> Running individual: {'amp': 17.597238822007643, 'amp_increment': 9.507001845356008, 'period': 156.55567500337568, 'period_increment': 29.48370832580463, 'offset': 12.58358333579328} - Evaluating [16.525144865617925, 1.0197614167235434, 158.70216926088818, 29.28281111377641, 13.151257829898341] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.676397825376494, cost: 0.0008157849281481555, fitness inc: 0.0008157849281481555 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.373873554403217, cost: 0.0024618288112894238, fitness inc: 0.0024618288112894238 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3011972274722625, cost: 0.0010519467654042103, fitness inc: 0.010519467654042103 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.696153921151044, cost: 1.2565521224305876e-05, fitness inc: 1.2565521224305876e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.393638157113914, cost: 0.007280536393441839, fitness inc: 0.007280536393441839 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.319856363877378, cost: 0.00011115859609023282, fitness inc: 0.0011115859609023282 Fitness: 0.022201769269048155 - Evaluating [19.12567596387998, 2.0595060094393167, 156.49617046286244, 28.65672782893454, 12.964884059203236] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 32.090556136703405, cost: 0.0018734858139066723, fitness inc: 0.0018734858139066723 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.160769630594942, cost: 0.0012561070869678836, fitness inc: 0.0012561070869678836 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.389776357826513, cost: 0.0009452622655041765, fitness inc: 0.009452622655041765 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.15005611047569, cost: 0.0004463299284384048, fitness inc: 0.0004463299284384048 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.220289282380918, cost: 0.000738485289923152, fitness inc: 0.000738485289923152 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.401026194976244, cost: 7.01182363548325e-05, fitness inc: 0.000701182363548325 Fitness: 0.014468213137826202 - Evaluating [16.664280413511925, 1.4235290212878486, 157.47705986031073, 25.97701883062506, 12.20953922961932] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.87380591879949, cost: 0.0005599400166677038, fitness inc: 0.0005599400166677038 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.454733303985356, cost: 0.0002773748012043775, fitness inc: 0.0002773748012043775 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350012700024439, cost: 0.000992450221444785, fitness inc: 0.00992450221444785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.29734121137384, cost: 2.2926542402323946e-06, fitness inc: 2.2926542402323946e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.878260956846207, cost: 0.003948349936944373, fitness inc: 0.003948349936944373 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.451076587625252, cost: 4.9503199758715866e-05, fitness inc: 0.0004950319975871587 Fitness: 0.015207491621091695 - Evaluating [14.084160635474797, 1.4621369899910037, 157.2807675935218, 23.989881972973315, 12.029560921769832] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.113712944336147, cost: 4.6308614010226457e-05, fitness inc: 4.6308614010226457e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.0545897965318436, cost: 0.00803193711839334, fitness inc: 0.00803193711839334 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.358087487282863, cost: 0.000982775060815233, fitness inc: 0.00982775060815233 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.575852925866307, cost: 0.00015232648907648194, fitness inc: 0.00015232648907648194 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -3.5167268092499313, cost: 0.009712371033005263, fitness inc: 0.009712371033005263 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.516480485449475, cost: 2.795865502980277e-05, fitness inc: 0.0002795865502980277 Fitness: 0.02805028041293567 - Evaluating [13.742128187378187, 2.7700984526756467, 158.37777123204873, 25.593158058024535, 11.22037790360596] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.962498194128766, cost: 5.237268230207093e-08, fitness inc: 5.237268230207093e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5217423821957965, cost: 0.005699528731067827, fitness inc: 0.005699528731067827 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.313928526328124, cost: 0.0010362633734914972, fitness inc: 0.010362633734914972 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.732598467120557, cost: 0.00013326676461422604, fitness inc: 0.00013326676461422604 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.291839447521028, cost: 0.005145596108655837, fitness inc: 0.005145596108655837 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.435521130587592, cost: 5.5526968129382404e-05, fitness inc: 0.000555269681293824 Fitness: 0.021896347393228988 - Evaluating [14.290921357804919, 3.0166583174900383, 160.0854455201764, 25.728859749770255, 9.627377328732678] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.918289918485623, cost: 4.3678041628303355e-05, fitness inc: 4.3678041628303355e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.663533951208708, cost: 0.00010562320066753728, fitness inc: 0.00010562320066753728 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.246876561718187, cost: 0.0011201822517178384, fitness inc: 0.011201822517178384 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.93494981455777, cost: 0.0002434980530451325, fitness inc: 0.0002434980530451325 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.680197172286495, cost: 0.0012540783882142303, fitness inc: 0.0012540783882142303 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.382131324003505, cost: 7.883129111929676e-05, fitness inc: 0.0007883129111929676 Fitness: 0.013637013111926555 - Evaluating [15.455710747235088, 1.591300314993054, 158.27176214124307, 28.41577314317981, 10.248580878121814] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.70427993656052, cost: 1.8519933721705684e-05, fitness inc: 1.8519933721705684e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.207120334565395, cost: 4.005638337256645e-05, fitness inc: 4.005638337256645e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3187160369003434, cost: 0.0010303961309834353, fitness inc: 0.010303961309834353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.29557974298197, cost: 0.0001895792836287269, fitness inc: 0.0001895792836287269 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.798426352863146, cost: 0.002385944808985019, fitness inc: 0.002385944808985019 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.356903709655019, cost: 9.125960998801474e-05, fitness inc: 0.0009125960998801474 Fitness: 0.013850657819422518 - Evaluating [14.813797810451073, 0.9709736865966513, 158.82155369861255, 26.972044709791657, 9.844365507910137] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.658155112029974, cost: 4.361484352677358e-06, fitness inc: 4.361484352677358e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.96942401608421, cost: 8.698786779781642e-07, fitness inc: 8.698786779781642e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.296436217100164, cost: 0.00105784190895708, fitness inc: 0.0105784190895708 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.62912482797743, cost: 0.0004950517048346592, fitness inc: 0.0004950517048346592 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.94039577652351, cost: 0.003830656877715777, fitness inc: 0.003830656877715777 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.382131324003505, cost: 7.883129111929676e-05, fitness inc: 0.0007883129111929676 Fitness: 0.01569767194634486 - Evaluating [15.930737672171993, 4.307244031700327, 157.517123541744, 29.502970692874904, 14.089150686143704] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.019877629242714, cost: 0.0009399061336533565, fitness inc: 0.0009399061336533565 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.8415765385379814, cost: 0.009224607657151718, fitness inc: 0.009224607657151718 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.348400203147845, cost: 0.0009943879653092624, fitness inc: 0.009943879653092624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.32712290473626, cost: 0.0004852095772205356, fitness inc: 0.0004852095772205356 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.1488214783806345, cost: 0.00344873055162076, fitness inc: 0.00344873055162076 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3475935828869, cost: 9.607587248894323e-05, fitness inc: 0.0009607587248894323 Fitness: 0.025003092297628426 - Evaluating [17.597238822007643, 9.507001845356008, 156.55567500337568, 29.48370832580463, 12.58358333579328] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.1808083998894, cost: 0.0010010745944443178, fitness inc: 0.0010010745944443178 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.013646807365768, cost: 1.7503185123501908e-07, fitness inc: 1.7503185123501908e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.387327542155398, cost: 0.0009481351860887166, fitness inc: 0.009481351860887166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 39.68781009698047, cost: 0.0024273581650484655, fitness inc: 0.0024273581650484655 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.52064388732671, cost: 0.0047459191720611305, fitness inc: 0.0047459191720611305 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.374899220638812, cost: 8.230121528529644e-05, fitness inc: 0.0008230121528529644 Fitness: 0.01847889097714528 >>>>> Evaluating: >>>>> [17.219752158408152, 3.8658147093666457, 157.32672769245895, 25.74940244429029, 10.916413678457424] >>>>> [16.17363939236649, 7.531541649179562, 154.68304700603363, 25.94960181388739, 9.035432967508259] >>>>> [15.858376505745943, 2.0063158320656083, 157.7369121030757, 25.74938217484904, 8.471307095962258] >>>>> [12.525137296192598, 2.3545917079173284, 158.43806717436544, 25.091024137691615, 10.817276447845641] >>>>> [14.692492016567684, 1.887474479621921, 155.3328886459169, 27.66358608348099, 10.69011409332244] >>>>> [16.267494329684965, 3.377684116288916, 158.68624118584654, 26.30418427767708, 9.800148452240846] >>>>> [15.643605148775002, 3.812842385911046, 155.20375664254897, 27.20660648884237, 12.138505342729873] >>>>> [14.888222392396584, 2.5669478275726516, 156.78665347982798, 26.388786035292554, 9.685022914016272] >>>>> [16.180290634716787, 8.774380816703118, 157.56262976105862, 28.740759562246044, 11.26238921878846] >>>>> [16.733436610619865, 9.161939054625806, 157.77688167821327, 24.932333465198692, 10.974802614560872] >> Running individual: {'amp': 17.219752158408152, 'amp_increment': 3.8658147093666457, 'period': 157.32672769245895, 'period_increment': 25.74940244429029, 'offset': 10.916413678457424} >> Running individual: {'amp': 16.17363939236649, 'amp_increment': 7.531541649179562, 'period': 154.68304700603363, 'period_increment': 25.94960181388739, 'offset': 9.035432967508259} >> Running individual: {'amp': 15.858376505745943, 'amp_increment': 2.0063158320656083, 'period': 157.7369121030757, 'period_increment': 25.74938217484904, 'offset': 8.471307095962258} >> Running individual: {'amp': 12.525137296192598, 'amp_increment': 2.3545917079173284, 'period': 158.43806717436544, 'period_increment': 25.091024137691615, 'offset': 10.817276447845641} >> Running individual: {'amp': 14.692492016567684, 'amp_increment': 1.887474479621921, 'period': 155.3328886459169, 'period_increment': 27.66358608348099, 'offset': 10.69011409332244} >> Running individual: {'amp': 16.267494329684965, 'amp_increment': 3.377684116288916, 'period': 158.68624118584654, 'period_increment': 26.30418427767708, 'offset': 9.800148452240846} >> Running individual: {'amp': 15.643605148775002, 'amp_increment': 3.812842385911046, 'period': 155.20375664254897, 'period_increment': 27.20660648884237, 'offset': 12.138505342729873} >> Running individual: {'amp': 14.888222392396584, 'amp_increment': 2.5669478275726516, 'period': 156.78665347982798, 'period_increment': 26.388786035292554, 'offset': 9.685022914016272} >> Running individual: {'amp': 16.180290634716787, 'amp_increment': 8.774380816703118, 'period': 157.56262976105862, 'period_increment': 28.740759562246044, 'offset': 11.26238921878846} >> Running individual: {'amp': 16.733436610619865, 'amp_increment': 9.161939054625806, 'period': 157.77688167821327, 'period_increment': 24.932333465198692, 'offset': 10.974802614560872} - Evaluating [17.219752158408152, 3.8658147093666457, 157.32672769245895, 25.74940244429029, 10.916413678457424] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.13615259122949, cost: 0.0003670679449527814, fitness inc: 0.0003670679449527814 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.303328658393073, cost: 0.0015830564809454772, fitness inc: 0.0015830564809454772 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.355662895639054, cost: 0.0009856752277594971, fitness inc: 0.009856752277594971 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.00197021914069, cost: 0.00010390089550527115, fitness inc: 0.00010390089550527115 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.16914480009827, cost: 6.67820064970126e-06, fitness inc: 6.67820064970126e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.462242250443001, cost: 4.539249428059389e-05, fitness inc: 0.00045392494280593887 Fitness: 0.012371380742454141 - Evaluating [16.17363939236649, 7.531541649179562, 154.68304700603363, 25.94960181388739, 9.035432967508259] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.209061356908602, cost: 1.6324580799365052e-06, fitness inc: 1.6324580799365052e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.138195609632919, cost: 0.0042492254169915755, fitness inc: 0.0042492254169915755 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.464959917247545, cost: 0.0008591736113041648, fitness inc: 0.008591736113041648 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.740601279820744, cost: 0.00019469400206240106, fitness inc: 0.00019469400206240106 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.669739267509382, cost: 0.005062518649643022, fitness inc: 0.005062518649643022 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.536332179929985, cost: 2.262852734136178e-05, fitness inc: 0.00022628527341361782 Fitness: 0.0183260919132322 - Evaluating [15.858376505745943, 2.0063158320656083, 157.7369121030757, 25.74938217484904, 8.471307095962258] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.329673594309856, cost: 1.677267750244127e-05, fitness inc: 1.677267750244127e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.387059058418825, cost: 0.005290356041402933, fitness inc: 0.005290356041402933 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.339546088499103, cost: 0.0010050615671800545, fitness inc: 0.010050615671800545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.335987406013267, cost: 0.00034792878044642706, fitness inc: 0.00034792878044642706 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.393379619876482, cost: 8.5847993207544e-05, fitness inc: 8.5847993207544e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.450333832946463, cost: 4.978296801627646e-05, fitness inc: 0.0004978296801627646 Fitness: 0.016289350844522654 - Evaluating [12.525137296192598, 2.3545917079173284, 158.43806717436544, 25.091024137691615, 10.817276447845641] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.34240622000651, cost: 0.0001025617120338218, fitness inc: 0.0001025617120338218 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.7078534553722846, cost: 0.010014280573104606, fitness inc: 0.010014280573104606 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.311537490531735, cost: 0.0010391998794609947, fitness inc: 0.010391998794609947 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.69700020376563, cost: 0.0004798029666029935, fitness inc: 0.0004798029666029935 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.062443286851353, cost: 0.00815891681175629, fitness inc: 0.00815891681175629 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.448848930662592, cost: 5.034463889863616e-05, fitness inc: 0.0005034463889863616 Fitness: 0.02965100724709402 - Evaluating [14.692492016567684, 1.887474479621921, 155.3328886459169, 27.66358608348099, 10.69011409332244] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.38259706262583, cost: 5.466216728144957e-06, fitness inc: 5.466216728144957e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.002368868850305, cost: 0.0009279841090382712, fitness inc: 0.0009279841090382712 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.27006305104838, cost: 0.00019317293850840134, fitness inc: 0.00019317293850840134 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.889836283390942, cost: 0.003926291080031286, fitness inc: 0.003926291080031286 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.464480874316134, cost: 4.458976816101856e-05, fitness inc: 0.0004458976816101856 Fitness: 0.014400317420550257 - Evaluating [16.267494329684965, 3.377684116288916, 158.68624118584654, 26.30418427767708, 9.800148452240846] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.06763061005064, cost: 4.255597124047661e-05, fitness inc: 4.255597124047661e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.467335628052697, cost: 0.0020056726257364765, fitness inc: 0.0020056726257364765 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.301991429290699, cost: 0.0010509649726281323, fitness inc: 0.010509649726281323 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.44531564421724, cost: 7.975779024782526e-06, fitness inc: 7.975779024782526e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.845021567480616, cost: 5.601947580036182e-06, fitness inc: 5.601947580036182e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.405405405404603, cost: 6.817163670347348e-05, fitness inc: 0.0006817163670347348 Fitness: 0.01325317241689783 - Evaluating [15.643605148775002, 3.812842385911046, 155.20375664254897, 27.20660648884237, 12.138505342729873] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.78210859572197, cost: 0.00028889224105499434, fitness inc: 0.00028889224105499434 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5050973675331427, cost: 0.0020813180300054412, fitness inc: 0.0020813180300054412 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.443298969071198, cost: 0.0008835560839901557, fitness inc: 0.008835560839901557 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.594944122848744, cost: 6.5950039792817e-05, fitness inc: 6.5950039792817e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.3179303384275425, cost: 0.0016756407867145606, fitness inc: 0.0016756407867145606 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.482456140350071, cost: 3.840377157982022e-05, fitness inc: 0.00038403771579820223 Fitness: 0.013331399653267573 - Evaluating [14.888222392396584, 2.5669478275726516, 156.78665347982798, 26.388786035292554, 9.685022914016272] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.573233667076526, cost: 6.797971492056298e-06, fitness inc: 6.797971492056298e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.203186788709021, cost: 3.854976098194296e-05, fitness inc: 3.854976098194296e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.378364587318848, cost: 0.0009586874849042415, fitness inc: 0.009586874849042415 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.14018613442991, cost: 0.0002119868303106509, fitness inc: 0.0002119868303106509 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.770139953002459, cost: 0.0011588271973556052, fitness inc: 0.0011588271973556052 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.459260270232578, cost: 4.6472894649207674e-05, fitness inc: 0.00046472894649207674 Fitness: 0.011467765555674747 - Evaluating [16.180290634716787, 8.774380816703118, 157.56262976105862, 28.740759562246044, 11.26238921878846] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.442669791039986, cost: 0.0002227142717817765, fitness inc: 0.0002227142717817765 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.917892134155843, cost: 6.28507561950542e-06, fitness inc: 6.28507561950542e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.346788525005385, cost: 0.000996326608077358, fitness inc: 0.00996326608077358 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.21705606023458, cost: 0.001001092693313388, fitness inc: 0.001001092693313388 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.692265189864298, cost: 0.003170980782126742, fitness inc: 0.003170980782126742 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.367686527106017, cost: 8.58362394611234e-05, fitness inc: 0.000858362394611234 Fitness: 0.015222701298226227 - Evaluating [16.733436610619865, 9.161939054625806, 157.77688167821327, 24.932333465198692, 10.974802614560872] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.708225548472665, cost: 0.00027375645100935486, fitness inc: 0.00027375645100935486 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.75862383447394, cost: 0.0005369315988237311, fitness inc: 0.0005369315988237311 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.337938902268022, cost: 0.0010070051157690108, fitness inc: 0.010070051157690108 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.87017540060714, cost: 0.0012222043138867544, fitness inc: 0.0012222043138867544 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.920549205292133, cost: 0.0056177935603191065, fitness inc: 0.0056177935603191065 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.473453749315012, cost: 4.144414090667681e-05, fitness inc: 0.0004144414090667681 Fitness: 0.018135178490795822 >>>>> Evaluating: >>>>> [16.728592692569254, 6.96009276618929, 156.96593917852766, 27.356022100201937, 12.419392317153841] >>>>> [16.931615040186124, 8.54833934836547, 153.958350910334, 28.466582569585356, 10.760749875190484] >>>>> [14.98136273434201, 6.7357249100647, 155.01467765866897, 25.82218873724678, 12.083059560398338] >>>>> [16.144667338550352, 7.0429721519312, 157.1819811504685, 25.362013292843972, 11.945097782393967] >>>>> [15.66543792741053, 5.14608087252345, 157.16913917955893, 24.70477055379919, 9.425389838567387] >>>>> [16.247444965150855, 3.36314789110015, 158.76652612200365, 26.668790428273898, 8.659668532881721] >>>>> [16.75338906638707, 7.860657483557068, 157.85468645684233, 25.70516918409069, 10.076520778809256] >>>>> [14.682252263651662, 4.370941046956753, 158.44956725785562, 25.428583614241475, 10.479380863132693] >>>>> [16.04425565233099, 0.8146046190214244, 157.58564674191516, 25.904172372808436, 11.667336337404166] >>>>> [14.978704773536895, 2.4383659187359257, 157.47677564077765, 25.862433929480687, 8.704759927578612] >> Running individual: {'amp': 16.728592692569254, 'amp_increment': 6.96009276618929, 'period': 156.96593917852766, 'period_increment': 27.356022100201937, 'offset': 12.419392317153841} >> Running individual: {'amp': 16.931615040186124, 'amp_increment': 8.54833934836547, 'period': 153.958350910334, 'period_increment': 28.466582569585356, 'offset': 10.760749875190484} >> Running individual: {'amp': 14.98136273434201, 'amp_increment': 6.7357249100647, 'period': 155.01467765866897, 'period_increment': 25.82218873724678, 'offset': 12.083059560398338} >> Running individual: {'amp': 16.144667338550352, 'amp_increment': 7.0429721519312, 'period': 157.1819811504685, 'period_increment': 25.362013292843972, 'offset': 11.945097782393967} >> Running individual: {'amp': 15.66543792741053, 'amp_increment': 5.14608087252345, 'period': 157.16913917955893, 'period_increment': 24.70477055379919, 'offset': 9.425389838567387} >> Running individual: {'amp': 16.247444965150855, 'amp_increment': 3.36314789110015, 'period': 158.76652612200365, 'period_increment': 26.668790428273898, 'offset': 8.659668532881721} >> Running individual: {'amp': 16.75338906638707, 'amp_increment': 7.860657483557068, 'period': 157.85468645684233, 'period_increment': 25.70516918409069, 'offset': 10.076520778809256} >> Running individual: {'amp': 14.682252263651662, 'amp_increment': 4.370941046956753, 'period': 158.44956725785562, 'period_increment': 25.428583614241475, 'offset': 10.479380863132693} >> Running individual: {'amp': 16.04425565233099, 'amp_increment': 0.8146046190214244, 'period': 157.58564674191516, 'period_increment': 25.904172372808436, 'offset': 11.667336337404166} >> Running individual: {'amp': 14.978704773536895, 'amp_increment': 2.4383659187359257, 'period': 157.47677564077765, 'period_increment': 25.862433929480687, 'offset': 8.704759927578612} - Evaluating [16.728592692569254, 6.96009276618929, 156.96593917852766, 27.356022100201937, 12.419392317153841] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.14797409061885, cost: 0.0006419504667242171, fitness inc: 0.0006419504667242171 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.309188460033661, cost: 0.00044515497871777665, fitness inc: 0.00044515497871777665 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.370238246909472, cost: 0.0009683051464726145, fitness inc: 0.009683051464726145 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.10806639152872, cost: 0.0009663343401220548, fitness inc: 0.0009663343401220548 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.269281624867473, cost: 0.00037579793213793344, fitness inc: 0.00037579793213793344 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.425200054251198, cost: 5.97145338806504e-05, fitness inc: 0.000597145338806504 Fitness: 0.01270943452123463 - Evaluating [16.931615040186124, 8.54833934836547, 153.958350910334, 28.466582569585356, 10.760749875190484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.69235416853743, cost: 0.0002705581106589028, fitness inc: 0.0002705581106589028 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.170852461864162, cost: 0.001277994884914646, fitness inc: 0.001277994884914646 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.495193556767021, cost: 0.0008257103105545616, fitness inc: 0.008257103105545616 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 36.240694190007545, cost: 0.0010087120253986503, fitness inc: 0.0010087120253986503 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.719193560223738, cost: 0.005169756367856659, fitness inc: 0.005169756367856659 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.481704810195164, cost: 3.865308878281404e-05, fitness inc: 0.0003865308878281404 Fitness: 0.016370655382202615 - Evaluating [14.98136273434201, 6.7357249100647, 155.01467765866897, 25.82218873724678, 12.083059560398338] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.06441341916427, cost: 0.00015908989510737825, fitness inc: 0.00015908989510737825 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.898295376196341, cost: 0.004105651239458941, fitness inc: 0.004105651239458941 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.451612903224839, cost: 0.0008741573348828302, fitness inc: 0.008741573348828302 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.800134703340355, cost: 0.00037426394106521155, fitness inc: 0.00037426394106521155 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.634017314606233, cost: 3.124716381253112e-05, fitness inc: 3.124716381253112e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.52944429084796, cost: 2.4414109506820658e-05, fitness inc: 0.0002441410950682066 Fitness: 0.01365596668334057 - Evaluating [16.144667338550352, 7.0429721519312, 157.1819811504685, 25.362013292843972, 11.945097782393967] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.089755519588362, cost: 0.00035629128714809166, fitness inc: 0.00035629128714809166 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.199559011963011, cost: 0.0005975752955795777, fitness inc: 0.0005975752955795777 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.362132586842148, cost: 0.0009779460119438976, fitness inc: 0.009779460119438976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 35.132727822245485, cost: 0.0006825596322767025, fitness inc: 0.0006825596322767025 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.242530059743821, cost: 0.00036013015690750105, fitness inc: 0.00036013015690750105 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.477951246233102, cost: 3.9910730842418474e-05, fitness inc: 0.00039910730842418474 Fitness: 0.012175123799775034 - Evaluating [15.66543792741053, 5.14608087252345, 157.16913917955893, 24.70477055379919, 9.425389838567387] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.09081755286715, cost: 3.0824131114215447e-07, fitness inc: 3.0824131114215447e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.240035974389479, cost: 0.001433256290214624, fitness inc: 0.001433256290214624 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.36294222448364, cost: 0.0009769808890128795, fitness inc: 0.009769808890128795 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.236897611572335, cost: 1.4553722671450942e-06, fitness inc: 1.4553722671450942e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.386120564631767, cost: 0.00044813320755454633, fitness inc: 0.00044813320755454633 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.498281786940774, cost: 3.333970080932058e-05, fitness inc: 0.0003333970080932058 Fitness: 0.011986359009569458 - Evaluating [16.247444965150855, 3.36314789110015, 158.76652612200365, 26.668790428273898, 8.659668532881721] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.907103145018127, cost: 3.218527574455621e-07, fitness inc: 3.218527574455621e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.587766257318663, cost: 0.006211620476937685, fitness inc: 0.006211620476937685 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.298815822624389, cost: 0.0010548933986562758, fitness inc: 0.010548933986562758 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.270252748275986, cost: 7.7562292725597e-05, fitness inc: 7.7562292725597e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.95091636181076, cost: 0.0002109609305699367, fitness inc: 0.0002109609305699367 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3930160442219295, cost: 7.374970830753558e-05, fitness inc: 0.0007374970830753558 Fitness: 0.01778689662262878 - Evaluating [16.75338906638707, 7.860657483557068, 157.85468645684233, 25.70516918409069, 10.076520778809256] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.82989914351907, cost: 0.00012500313834429289, fitness inc: 0.00012500313834429289 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.676856017938891, cost: 0.002617717293139532, fitness inc: 0.002617717293139532 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3355296502778025, cost: 0.001009922097479965, fitness inc: 0.01009922097479965 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.69055444254276, cost: 0.0005700879774265255, fitness inc: 0.0005700879774265255 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.537512988253969, cost: 0.004781234803226342, fitness inc: 0.004781234803226342 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.448106782892141, cost: 5.06265402955286e-05, fitness inc: 0.000506265402955286 Fitness: 0.018699529589891628 - Evaluating [14.682252263651662, 4.370941046956753, 158.44956725785562, 25.428583614241475, 10.479380863132693] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.16162361739765, cost: 9.758030999895695e-07, fitness inc: 9.758030999895695e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.202862633955412, cost: 0.0005926554134239037, fitness inc: 0.0005926554134239037 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.310740880978468, cost: 0.0010401791404297533, fitness inc: 0.010401791404297533 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.532564819660614, cost: 5.663900991659254e-06, fitness inc: 5.663900991659254e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.573804026738909, cost: 0.00047436463742733803, fitness inc: 0.00047436463742733803 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.43847722637581, cost: 5.435562956945805e-05, fitness inc: 0.0005435562956945805 Fitness: 0.012019007454935005 - Evaluating [16.04425565233099, 0.8146046190214244, 157.58564674191516, 25.904172372808436, 11.667336337404166] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.711579912403554, cost: 0.0002744348134199326, fitness inc: 0.0002744348134199326 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.3769070830846495, cost: 0.0003621823406559921, fitness inc: 0.0003621823406559921 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.345982992764618, cost: 0.0009972962658812978, fitness inc: 0.009972962658812978 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.526182295547027, cost: 5.6309192413173115e-05, fitness inc: 5.6309192413173115e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.191521796176535, cost: 0.005366020881329092, fitness inc: 0.005366020881329092 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.450333832946463, cost: 4.978296801627646e-05, fitness inc: 0.0004978296801627646 Fitness: 0.016529739566793933 - Evaluating [14.978704773536895, 2.4383659187359257, 157.47677564077765, 25.862433929480687, 8.704759927578612] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.68345209521068, cost: 6.470120821300274e-05, fitness inc: 6.470120821300274e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.273937814716629, cost: 0.0015125730733708265, fitness inc: 0.0015125730733708265 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350012700024439, cost: 0.000992450221444785, fitness inc: 0.00992450221444785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.12182163126862, cost: 0.0003897752332677751, fitness inc: 0.0003897752332677751 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.712302164364447, cost: 0.0003867388366329827, fitness inc: 0.0003867388366329827 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.454049631850845, cost: 4.839125563149693e-05, fitness inc: 0.0004839125563149693 Fitness: 0.012762203122247406 >>>>> Evaluating: >>>>> [15.246366066565992, 4.344742883814248, 155.63291250057188, 24.61243220522964, 9.539339180260317] >>>>> [16.251035524801686, 3.914906840884132, 156.9512121447575, 25.899190590585548, 10.17727389968033] >>>>> [16.82026775315684, 5.338132495322602, 156.49005719581072, 24.5427237533829, 11.847519017140248] >>>>> [16.54064588793451, 3.4143912930935385, 156.6688465924706, 26.4443884359806, 12.139513571944068] >>>>> [15.662761579069576, 6.133758899594584, 159.31079950865535, 26.672041622485672, 11.049291188911278] >>>>> [16.4822331381405, 7.67288073177085, 157.0000757141969, 25.202325748756724, 9.422891608157656] >>>>> [16.336345705895937, 3.8450479686226666, 158.4800966537467, 25.009391831616778, 12.511531178778448] >>>>> [15.858151959061507, 3.6942465183924265, 158.8123347856233, 25.944313281126192, 10.056548663999495] >>>>> [15.251868183460806, 2.884486642924645, 157.614792408829, 25.08822245828682, 10.928045573769026] >>>>> [14.786149747086618, 4.300277284433286, 155.18756466907038, 27.747541874391796, 11.342075332037316] >> Running individual: {'amp': 15.246366066565992, 'amp_increment': 4.344742883814248, 'period': 155.63291250057188, 'period_increment': 24.61243220522964, 'offset': 9.539339180260317} >> Running individual: {'amp': 16.251035524801686, 'amp_increment': 3.914906840884132, 'period': 156.9512121447575, 'period_increment': 25.899190590585548, 'offset': 10.17727389968033} >> Running individual: {'amp': 16.82026775315684, 'amp_increment': 5.338132495322602, 'period': 156.49005719581072, 'period_increment': 24.5427237533829, 'offset': 11.847519017140248} >> Running individual: {'amp': 16.54064588793451, 'amp_increment': 3.4143912930935385, 'period': 156.6688465924706, 'period_increment': 26.4443884359806, 'offset': 12.139513571944068} >> Running individual: {'amp': 15.662761579069576, 'amp_increment': 6.133758899594584, 'period': 159.31079950865535, 'period_increment': 26.672041622485672, 'offset': 11.049291188911278} >> Running individual: {'amp': 16.4822331381405, 'amp_increment': 7.67288073177085, 'period': 157.0000757141969, 'period_increment': 25.202325748756724, 'offset': 9.422891608157656} >> Running individual: {'amp': 16.336345705895937, 'amp_increment': 3.8450479686226666, 'period': 158.4800966537467, 'period_increment': 25.009391831616778, 'offset': 12.511531178778448} >> Running individual: {'amp': 15.858151959061507, 'amp_increment': 3.6942465183924265, 'period': 158.8123347856233, 'period_increment': 25.944313281126192, 'offset': 10.056548663999495} >> Running individual: {'amp': 15.251868183460806, 'amp_increment': 2.884486642924645, 'period': 157.614792408829, 'period_increment': 25.08822245828682, 'offset': 10.928045573769026} >> Running individual: {'amp': 14.786149747086618, 'amp_increment': 4.300277284433286, 'period': 155.18756466907038, 'period_increment': 27.747541874391796, 'offset': 11.342075332037316} - Evaluating [15.246366066565992, 4.344742883814248, 155.63291250057188, 24.61243220522964, 9.539339180260317] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.785695280750478, cost: 1.7138353967105502e-06, fitness inc: 1.7138353967105502e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.707016390747946, cost: 0.00046640110041262783, fitness inc: 0.00046640110041262783 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.425083526084873, cost: 0.0009043235121340976, fitness inc: 0.009043235121340976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.130434626424897, cost: 1.9601936566915334e-05, fitness inc: 1.9601936566915334e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.051761777709908, cost: 6.259480648251881e-07, fitness inc: 6.259480648251881e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.548619780828709, cost: 1.9611498959126727e-05, fitness inc: 0.00019611498959126727 Fitness: 0.009727692931373322 - Evaluating [16.251035524801686, 3.914906840884132, 156.9512121447575, 25.899190590585548, 10.17727389968033] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.428298359877953, cost: 7.61608917422274e-05, fitness inc: 7.61608917422274e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.073752870818834, cost: 0.0010750406055782813, fitness inc: 0.0010750406055782813 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.371049949030639, cost: 0.0009673423316193253, fitness inc: 0.009673423316193253 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.343208600413163, cost: 3.0544411606658883e-06, fitness inc: 3.0544411606658883e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.988657196458274, cost: 2.9850323102209586e-08, fitness inc: 2.9850323102209586e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.468963631391046, cost: 4.3003865283663956e-05, fitness inc: 0.00043003865283663956 Fitness: 0.011257747757834169 - Evaluating [16.82026775315684, 5.338132495322602, 156.49005719581072, 24.5427237533829, 11.847519017140248] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.667782786635655, cost: 0.000501994293917507, fitness inc: 0.000501994293917507 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.972731486095043, cost: 6.916037174065082e-07, fitness inc: 6.916037174065082e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.389776357826513, cost: 0.0009452622655041765, fitness inc: 0.009452622655041765 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.00590753044081, cost: 0.00041587554869260135, fitness inc: 0.00041587554869260135 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.310873016973263, cost: 2.2554119884610202e-05, fitness inc: 2.2554119884610202e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.524098881369167, cost: 2.584654813697629e-05, fitness inc: 0.0002584654813697629 Fitness: 0.010652203702623653 - Evaluating [16.54064588793451, 3.4143912930935385, 156.6688465924706, 26.4443884359806, 12.139513571944068] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.68014829975159, cost: 0.0005053830758443567, fitness inc: 0.0005053830758443567 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.401120966227477, cost: 0.00033458708928213454, fitness inc: 0.00033458708928213454 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.383250351077807, cost: 0.0009529281401801093, fitness inc: 0.009529281401801093 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.09454636919604, cost: 0.00011373107288015216, fitness inc: 0.00011373107288015216 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.815509934159806, cost: 0.0011122018842475434, fitness inc: 0.0011122018842475434 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.461496450026503, cost: 4.566151359486348e-05, fitness inc: 0.0004566151359486348 Fitness: 0.012051799660003915 - Evaluating [15.662761579069576, 6.133758899594584, 159.31079950865535, 26.672041622485672, 11.049291188911278] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.712037634422796, cost: 0.0001094212166132813, fitness inc: 0.0001094212166132813 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.613465004062598, cost: 0.00013939771052184913, fitness inc: 0.00013939771052184913 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.27667587245699, cost: 0.001082484911672399, fitness inc: 0.010824849116723989 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.84580007818846, cost: 0.00020992426468435799, fitness inc: 0.00020992426468435799 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.747217082016428, cost: 0.0001302728902594641, fitness inc: 0.0001302728902594641 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.3770668100543135, cost: 8.125337683995149e-05, fitness inc: 0.0008125337683995149 Fitness: 0.012226398967202456 - Evaluating [16.4822331381405, 7.67288073177085, 157.0000757141969, 25.202325748756724, 9.422891608157656] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.905092022457875, cost: 3.058553396417807e-05, fitness inc: 3.058553396417807e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.059308855883682, cost: 0.003942686906745374, fitness inc: 0.003942686906745374 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.369426751591395, cost: 0.0009692681933627378, fitness inc: 0.009692681933627378 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.57797674728404, cost: 0.00033179813305472816, fitness inc: 0.00033179813305472816 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.732195048448565, cost: 0.005198132735677041, fitness inc: 0.005198132735677041 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.488474204170434, cost: 3.643587543766813e-05, fitness inc: 0.0003643587543766813 Fitness: 0.01956024399744538 - Evaluating [16.336345705895937, 3.8450479686226666, 158.4800966537467, 25.009391831616778, 12.511531178778448] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.847867424632426, cost: 0.0005524707721006328, fitness inc: 0.0005524707721006328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.824802637465251, cost: 0.0012872775344491272, fitness inc: 0.0012872775344491272 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.309944472487684, cost: 0.0010411586137921702, fitness inc: 0.010411586137921702 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.69290788098798, cost: 0.0001879779689413219, fitness inc: 0.0001879779689413219 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.669859700476326, cost: 0.0012652660857582765, fitness inc: 0.0012652660857582765 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.450333832946463, cost: 4.978296801627646e-05, fitness inc: 0.0004978296801627646 Fitness: 0.014202408179333825 - Evaluating [15.858151959061507, 3.6942465183924265, 158.8123347856233, 25.944313281126192, 10.056548663999495] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.914687942650072, cost: 3.123746203581579e-05, fitness inc: 3.123746203581579e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.8015900526558255, cost: 0.0005994328901586243, fitness inc: 0.0005994328901586243 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.296436217100164, cost: 0.00105784190895708, fitness inc: 0.0105784190895708 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.60893777383692, cost: 3.964182506921432e-06, fitness inc: 3.964182506921432e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.495842023189823, cost: 5.929684587402395e-05, fitness inc: 5.929684587402395e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.4127198917448, cost: 6.498137557597872e-05, fitness inc: 0.0006498137557597872 Fitness: 0.011922164225905973 - Evaluating [15.251868183460806, 2.884486642924645, 157.614792408829, 25.08822245828682, 10.928045573769026] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.179902340456625, cost: 5.197599829320776e-05, fitness inc: 5.197599829320776e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.323811423401181, cost: 0.00042651522355663385, fitness inc: 0.00042651522355663385 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.34437254155468, cost: 0.000999236252993807, fitness inc: 0.00999236252993807 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.064396646251634, cost: 2.2692323908946044e-05, fitness inc: 2.2692323908946044e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.208297171564536, cost: 0.0018151766369591815, fitness inc: 0.0018151766369591815 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.473453749315012, cost: 4.144414090667681e-05, fitness inc: 0.0004144414090667681 Fitness: 0.012723164121722808 - Evaluating [14.786149747086618, 4.300277284433286, 155.18756466907038, 27.747541874391796, 11.342075332037316] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.128212766706458, cost: 4.752217027370609e-05, fitness inc: 4.752217027370609e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.444061503931236, cost: 0.00225435989879319, fitness inc: 0.00225435989879319 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.444129398117346, cost: 0.000882615046034263, fitness inc: 0.00882615046034263 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.42849263881048, cost: 4.760857658991924e-06, fitness inc: 4.760857658991924e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.744342857534846, cost: 0.001185763491127867, fitness inc: 0.001185763491127867 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.465974309919938, cost: 4.405823350195348e-05, fitness inc: 0.0004405823350195348 Fitness: 0.01275913921321592 >>>>> Evaluating: >>>>> [14.398218393143518, 5.666513779104214, 155.5110834163843, 25.77295816271698, 10.803036016703883] >>>>> [14.703558732379099, 3.930037169566718, 157.07159951347882, 25.275733249525704, 11.374264801048593] >>>>> [15.17059907153785, 2.2018299386535984, 155.5224962875874, 26.760994877008176, 9.682802154568003] >>>>> [15.445029261946793, 2.6862941807569984, 156.0575004182034, 26.257862604949324, 9.770310945691008] >>>>> [15.515991683681433, 2.9968748364802567, 158.87086076759533, 25.902259674814022, 9.865748314349831] >>>>> [15.330419693759408, 3.6327469540842072, 156.51897281669474, 23.164989586823854, 9.241223664399678] >>>>> [13.925886289186314, 3.4424850454454345, 156.72952734951292, 26.563359366485855, 10.417634219108157] >>>>> [15.833135556413696, 3.25311765292711, 157.73056879810662, 28.611164715925273, 10.851307618594717] >>>>> [17.014901010927858, 3.5583981880036344, 156.0137260345053, 27.401941215780333, 9.706053619729701] >>>>> [18.197739645519356, 3.3736105356679484, 156.73003541661186, 27.875606856162797, 12.458025545242059] >> Running individual: {'amp': 14.398218393143518, 'amp_increment': 5.666513779104214, 'period': 155.5110834163843, 'period_increment': 25.77295816271698, 'offset': 10.803036016703883} >> Running individual: {'amp': 14.703558732379099, 'amp_increment': 3.930037169566718, 'period': 157.07159951347882, 'period_increment': 25.275733249525704, 'offset': 11.374264801048593} >> Running individual: {'amp': 15.17059907153785, 'amp_increment': 2.2018299386535984, 'period': 155.5224962875874, 'period_increment': 26.760994877008176, 'offset': 9.682802154568003} >> Running individual: {'amp': 15.445029261946793, 'amp_increment': 2.6862941807569984, 'period': 156.0575004182034, 'period_increment': 26.257862604949324, 'offset': 9.770310945691008} >> Running individual: {'amp': 15.515991683681433, 'amp_increment': 2.9968748364802567, 'period': 158.87086076759533, 'period_increment': 25.902259674814022, 'offset': 9.865748314349831} >> Running individual: {'amp': 15.330419693759408, 'amp_increment': 3.6327469540842072, 'period': 156.51897281669474, 'period_increment': 23.164989586823854, 'offset': 9.241223664399678} >> Running individual: {'amp': 13.925886289186314, 'amp_increment': 3.4424850454454345, 'period': 156.72952734951292, 'period_increment': 26.563359366485855, 'offset': 10.417634219108157} >> Running individual: {'amp': 15.833135556413696, 'amp_increment': 3.25311765292711, 'period': 157.73056879810662, 'period_increment': 28.611164715925273, 'offset': 10.851307618594717} >> Running individual: {'amp': 17.014901010927858, 'amp_increment': 3.5583981880036344, 'period': 156.0137260345053, 'period_increment': 27.401941215780333, 'offset': 9.706053619729701} >> Running individual: {'amp': 18.197739645519356, 'amp_increment': 3.3736105356679484, 'period': 156.73003541661186, 'period_increment': 27.875606856162797, 'offset': 12.458025545242059} - Evaluating [14.398218393143518, 5.666513779104214, 155.5110834163843, 25.77295816271698, 10.803036016703883] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.20124984634793, cost: 1.5127714269036474e-06, fitness inc: 1.5127714269036474e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5951690425553515, cost: 0.001838504367264182, fitness inc: 0.001838504367264182 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430868167201607, cost: 0.0008977023725119659, fitness inc: 0.00897702372511966 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.867760617029955, cost: 1.9523553156708395e-05, fitness inc: 1.9523553156708395e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.261684631857865, cost: 0.00012716577897420311, fitness inc: 0.00012716577897420311 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.515719801433279, cost: 2.817409923749903e-05, fitness inc: 0.0002817409923749903 Fitness: 0.011245471188316647 - Evaluating [14.703558732379099, 3.930037169566718, 157.07159951347882, 25.275733249525704, 11.374264801048593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.077812215419794, cost: 4.3371451551421636e-05, fitness inc: 4.3371451551421636e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.329284656072121, cost: 0.002598336459664785, fitness inc: 0.002598336459664785 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.366993505665662, cost: 0.0009721587235193008, fitness inc: 0.009721587235193008 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.00785388364982, cost: 1.6123560264702519e-09, fitness inc: 1.6123560264702519e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.259317558705479, cost: 0.0017495498460785575, fitness inc: 0.0017495498460785575 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.483959418699495, cost: 3.7907353470312266e-05, fitness inc: 0.00037907353470312266 Fitness: 0.014491920139546921 - Evaluating [15.17059907153785, 2.2018299386535984, 155.5224962875874, 26.760994877008176, 9.682802154568003] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.85339242014845, cost: 8.019184356555797e-07, fitness inc: 8.019184356555797e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.48778374897882, cost: 0.00022206880784036986, fitness inc: 0.00022206880784036986 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430041152262408, cost: 0.0008986474930442467, fitness inc: 0.008986474930442467 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.055221168199598, cost: 0.00022476746218924593, fitness inc: 0.00022476746218924593 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.6896183461025505, cost: 0.0012439254602938377, fitness inc: 0.0012439254602938377 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.011049721345289809 - Evaluating [15.445029261946793, 2.6862941807569984, 156.0575004182034, 26.257862604949324, 9.770310945691008] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.21533185029027, cost: 1.7318300816748788e-06, fitness inc: 1.7318300816748788e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.674706803514323, cost: 0.0004247678683261258, fitness inc: 0.0004247678683261258 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.407791874918939, cost: 0.0009242603073007505, fitness inc: 0.009242603073007505 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.901628320200217, cost: 0.00011413980552610337, fitness inc: 0.00011413980552610337 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.361001669177847, cost: 0.0006263937322144031, fitness inc: 0.0006263937322144031 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.485463521666774, cost: 3.741389467160072e-05, fitness inc: 0.0003741389467160072 Fitness: 0.01078377525587182 - Evaluating [15.515991683681433, 2.9968748364802567, 158.87086076759533, 25.902259674814022, 9.865748314349831] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.38173232918888, cost: 5.441538707406934e-06, fitness inc: 5.441538707406934e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.650232515477381, cost: 0.0003945247735587243, fitness inc: 0.0003945247735587243 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.294058408861077, cost: 0.0010607922894604327, fitness inc: 0.010607922894604327 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.37860820151286, cost: 6.814975362767761e-05, fitness inc: 6.814975362767761e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.647109501653343, cost: 0.00042687307116828777, fitness inc: 0.00042687307116828777 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.411987552427827, cost: 6.529734698046408e-05, fitness inc: 0.0006529734698046408 Fitness: 0.012155885501471064 - Evaluating [15.330419693759408, 3.6327469540842072, 156.51897281669474, 23.164989586823854, 9.241223664399678] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.571632823459556, cost: 6.8490722330283305e-06, fitness inc: 6.8490722330283305e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.089186721897524, cost: 0.0011061316232910956, fitness inc: 0.0011061316232910956 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.388959877331007, cost: 0.0009462196673925005, fitness inc: 0.009462196673925005 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.20438292384527, cost: 8.358161773580619e-05, fitness inc: 8.358161773580619e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.721931967840186, cost: 1.803736962846525e-05, fitness inc: 1.803736962846525e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675873, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.010836409781129874 - Evaluating [13.925886289186314, 3.4424850454454345, 156.72952734951292, 26.563359366485855, 10.417634219108157] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.343513208955084, cost: 1.6087209938620006e-05, fitness inc: 1.6087209938620006e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5082421548874847, cost: 0.002072588266601727, fitness inc: 0.002072588266601727 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.380806533944928, cost: 0.0009558067522608127, fitness inc: 0.009558067522608127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.786003695376973, cost: 0.00012706360193148747, fitness inc: 0.00012706360193148747 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.9507200899948405, cost: 0.0021648299943489713, fitness inc: 0.0021648299943489713 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.455537370430183, cost: 4.783956953380297e-05, fitness inc: 0.0004783956953380297 Fitness: 0.014417032290766962 - Evaluating [15.833135556413696, 3.25311765292711, 157.73056879810662, 28.611164715925273, 10.851307618594717] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.684432091859453, cost: 0.00010592143426113587, fitness inc: 0.00010592143426113587 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.981816566645398, cost: 3.069945929690121e-07, fitness inc: 3.069945929690121e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.339546088499103, cost: 0.0010050615671800545, fitness inc: 0.010050615671800545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.937551498332304, cost: 1.0100220371178636e-07, fitness inc: 1.0100220371178636e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.234936092594902, cost: 0.0007263885888056931, fitness inc: 0.0007263885888056931 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.366246310704862, cost: 8.655100675469818e-05, fitness inc: 0.0008655100675469818 Fitness: 0.011748843759211036 - Evaluating [17.014901010927858, 3.5583981880036344, 156.0137260345053, 27.401941215780333, 9.706053619729701] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.72094136924474, cost: 0.00011056214456861557, fitness inc: 0.00011056214456861557 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.308833321329241, cost: 0.004950994700910871, fitness inc: 0.004950994700910871 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.409434687859566, cost: 0.0009223568703294882, fitness inc: 0.009223568703294882 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.279344266625845, cost: 2.0235505395760356e-06, fitness inc: 2.0235505395760356e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.867239075766026, cost: 0.00017547422098485033, fitness inc: 0.00017547422098485033 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.452562704470296, cost: 4.8945800683375396e-05, fitness inc: 0.000489458006833754 Fitness: 0.01495208132713255 - Evaluating [18.197739645519356, 3.3736105356679484, 156.73003541661186, 27.875606856162797, 12.458025545242059] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 30.65575519419771, cost: 0.0011928025494609695, fitness inc: 0.0011928025494609695 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.739701215270903, cost: 0.0005104950506965578, fitness inc: 0.0005104950506965578 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.380806533944928, cost: 0.0009558067522608127, fitness inc: 0.009558067522608127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.02935754294721, cost: 0.0004207566582846711, fitness inc: 0.0004207566582846711 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.113308982907421, cost: 0.00018340576073738735, fitness inc: 0.00018340576073738735 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.417118093173628, cost: 6.309986835884018e-05, fitness inc: 0.0006309986835884018 Fitness: 0.012496526225376114 >>>>> Evaluating: >>>>> [15.27670704644979, 4.5364201949342915, 156.18619153609825, 26.10692858481652, 9.665546024182976] >>>>> [15.399398542196533, 4.242801006244457, 155.81268225850857, 25.07609856135892, 10.964361737307934] >>>>> [15.018717405284109, 4.2035576291682455, 158.4136689319322, 26.628399580992816, 9.820401930414862] >>>>> [14.298358627832666, 1.3593441238595827, 159.5286097839294, 26.8100517144637, 10.503800463179447] >>>>> [15.14719782671773, 4.1464971275934275, 155.15725538187877, 26.22322477643872, 9.609306459021326] >>>>> [15.15519492137625, 4.0600736416134335, 155.78539980450452, 24.48183009028176, 8.104351365632505] >>>>> [15.329643863803664, 3.1793471601665684, 157.0744849987377, 27.237676340658403, 10.680687869943842] >>>>> [16.7933355345768, 3.577067397598413, 157.36622799349706, 26.360197227002736, 12.198458688725882] >>>>> [15.638241256275041, 4.401422791987165, 154.63291870001856, 25.260326747106273, 10.72254387833462] >>>>> [14.971669791976437, 3.933926819321474, 156.82338035540624, 24.47454465510377, 7.933374331739296] >> Running individual: {'amp': 15.27670704644979, 'amp_increment': 4.5364201949342915, 'period': 156.18619153609825, 'period_increment': 26.10692858481652, 'offset': 9.665546024182976} >> Running individual: {'amp': 15.399398542196533, 'amp_increment': 4.242801006244457, 'period': 155.81268225850857, 'period_increment': 25.07609856135892, 'offset': 10.964361737307934} >> Running individual: {'amp': 15.018717405284109, 'amp_increment': 4.2035576291682455, 'period': 158.4136689319322, 'period_increment': 26.628399580992816, 'offset': 9.820401930414862} >> Running individual: {'amp': 14.298358627832666, 'amp_increment': 1.3593441238595827, 'period': 159.5286097839294, 'period_increment': 26.8100517144637, 'offset': 10.503800463179447} >> Running individual: {'amp': 15.14719782671773, 'amp_increment': 4.1464971275934275, 'period': 155.15725538187877, 'period_increment': 26.22322477643872, 'offset': 9.609306459021326} >> Running individual: {'amp': 15.15519492137625, 'amp_increment': 4.0600736416134335, 'period': 155.78539980450452, 'period_increment': 24.48183009028176, 'offset': 8.104351365632505} >> Running individual: {'amp': 15.329643863803664, 'amp_increment': 3.1793471601665684, 'period': 157.0744849987377, 'period_increment': 27.237676340658403, 'offset': 10.680687869943842} >> Running individual: {'amp': 16.7933355345768, 'amp_increment': 3.577067397598413, 'period': 157.36622799349706, 'period_increment': 26.360197227002736, 'offset': 12.198458688725882} >> Running individual: {'amp': 15.638241256275041, 'amp_increment': 4.401422791987165, 'period': 154.63291870001856, 'period_increment': 25.260326747106273, 'offset': 10.72254387833462} >> Running individual: {'amp': 14.971669791976437, 'amp_increment': 3.933926819321474, 'period': 156.82338035540624, 'period_increment': 24.47454465510377, 'offset': 7.933374331739296} - Evaluating [15.27670704644979, 4.5364201949342915, 156.18619153609825, 26.10692858481652, 9.665546024182976] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.942244407960217, cost: 1.2432935669881573e-07, fitness inc: 1.2432935669881573e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.611153823232247, cost: 0.00034854752273638656, fitness inc: 0.00034854752273638656 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.47865486233858, cost: 7.045780508363464e-06, fitness inc: 7.045780508363464e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.147579667968596, cost: 5.08417029809749e-06, fitness inc: 5.08417029809749e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.010041784926578368 - Evaluating [15.399398542196533, 4.242801006244457, 155.81268225850857, 25.07609856135892, 10.964361737307934] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.3637515420162, cost: 6.943348120791448e-05, fitness inc: 6.943348120791448e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.435029965457925, cost: 0.00029777871736114125, fitness inc: 0.00029777871736114125 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.418485237482988, cost: 0.0009119055786678265, fitness inc: 0.009119055786678265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.606558302078803, cost: 9.539427612836882e-06, fitness inc: 9.539427612836882e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.677822138659014, cost: 0.0004077191111185874, fitness inc: 0.0004077191111185874 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.527915975676361, cost: 2.4819492431382706e-05, fitness inc: 0.00024819492431382706 Fitness: 0.010151721448292572 - Evaluating [15.018717405284109, 4.2035576291682455, 158.4136689319322, 26.628399580992816, 9.820401930414862] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.839107962139593, cost: 9.658536134216078e-07, fitness inc: 9.658536134216078e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.19830335779181, cost: 3.671949278272191e-05, fitness inc: 3.671949278272191e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.312334301223635, cost: 0.001038220831143355, fitness inc: 0.01038220831143355 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.042666848027658, cost: 2.375865479264938e-05, fitness inc: 2.375865479264938e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.401862868662182, cost: 8.346378235102314e-05, fitness inc: 8.346378235102314e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.404675043912182, cost: 6.84943855989717e-05, fitness inc: 0.000684943855989717 Fitness: 0.011212059950963082 - Evaluating [14.298358627832666, 1.3593441238595827, 159.5286097839294, 26.8100517144637, 10.503800463179447] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.802152332640546, cost: 1.4606684272111536e-06, fitness inc: 1.4606684272111536e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.79454804470114, cost: 0.0013543225457206542, fitness inc: 0.0013543225457206542 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.2688064192568165, cost: 0.0010923775999226448, fitness inc: 0.010923775999226448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.161496503346097, cost: 0.00038184396685880806, fitness inc: 0.00038184396685880806 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.1538949414009325, cost: 0.005449869923304207, fitness inc: 0.005449869923304207 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.366966322285528, cost: 8.619330069981057e-05, fitness inc: 0.0008619330069981057 Fitness: 0.018973206110535434 - Evaluating [15.14719782671773, 4.1464971275934275, 155.15725538187877, 26.22322477643872, 9.609306459021326] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.75649446516867, cost: 2.2128201951909787e-06, fitness inc: 2.2128201951909787e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.537879667279124, cost: 0.00027000666296261855, fitness inc: 0.00027000666296261855 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.444960041246778, cost: 0.0008816742657424825, fitness inc: 0.008816742657424825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.902992163769976, cost: 3.1197198942733984e-05, fitness inc: 3.1197198942733984e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.6843795169741, cost: 2.3238664078828464e-05, fitness inc: 2.3238664078828464e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.51267916207196, cost: 2.904354030242029e-05, fitness inc: 0.0002904354030242029 Fitness: 0.0094338334066284 - Evaluating [15.15519492137625, 4.0600736416134335, 155.78539980450452, 24.48183009028176, 8.104351365632505] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.25953742743864, cost: 0.00011307199088472775, fitness inc: 0.00011307199088472775 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.05083581187202, cost: 0.003910436566077258, fitness inc: 0.003910436566077258 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.418485237482988, cost: 0.0009119055786678265, fitness inc: 0.009119055786678265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.31960935212016, cost: 0.00018622589452521598, fitness inc: 0.00018622589452521598 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.110909709363568, cost: 0.0002878970777627776, fitness inc: 0.0002878970777627776 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.547850208043573, cost: 1.9794122276817205e-05, fitness inc: 0.00019794122276817205 Fitness: 0.013814628538696416 - Evaluating [15.329643863803664, 3.1793471601665684, 157.0744849987377, 27.237676340658403, 10.680687869943842] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.010319432525407, cost: 3.811009247012276e-05, fitness inc: 3.811009247012276e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.648948214105481, cost: 0.00011497944790628267, fitness inc: 0.00011497944790628267 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.366993505665662, cost: 0.0009721587235193008, fitness inc: 0.009721587235193008 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.189675652614493, cost: 1.7022018075296685e-05, fitness inc: 1.7022018075296685e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.828289830294733, cost: 0.0010992406198960802, fitness inc: 0.0010992406198960802 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.425935973954704, cost: 5.941091066052895e-05, fitness inc: 0.0005941091066052895 Fitness: 0.01158504852014608 - Evaluating [16.7933355345768, 3.577067397598413, 157.36622799349706, 26.360197227002736, 12.198458688725882] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.991783359507608, cost: 0.0005945444984459813, fitness inc: 0.0005945444984459813 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.594865387130352, cost: 0.00015313540787642577, fitness inc: 0.00015313540787642577 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.35404752827455, cost: 0.0009876098085599416, fitness inc: 0.009876098085599416 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.56885087112701, cost: 0.0001710604439114638, fitness inc: 0.0001710604439114638 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.171936091123616, cost: 0.0007791274728781161, fitness inc: 0.0007791274728781161 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.442917403727594, cost: 5.2619690754318604e-05, fitness inc: 0.000526196907543186 Fitness: 0.01210016281625459 - Evaluating [15.638241256275041, 4.401422791987165, 154.63291870001856, 25.260326747106273, 10.72254387833462] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.36077464472983, cost: 6.913071446168484e-05, fitness inc: 6.913071446168484e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.915687416678195, cost: 6.627332120534568e-06, fitness inc: 6.627332120534568e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.467468632776163, cost: 0.0008563716824334655, fitness inc: 0.008563716824334655 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.762188872434308, cost: 1.5062275981581053e-05, fitness inc: 1.5062275981581053e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.31711854998664, cost: 0.00010878824599458436, fitness inc: 0.00010878824599458436 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.559416261291754, cost: 1.7138664140992077e-05, fitness inc: 0.00017138664140992077 Fitness: 0.00893471203430296 - Evaluating [14.971669791976437, 3.933926819321474, 156.82338035540624, 24.47454465510377, 7.933374331739296] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.90503565410485, cost: 0.00016381772608298206, fitness inc: 0.00016381772608298206 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.038286014492638, cost: 0.0038629096829535525, fitness inc: 0.0038629096829535525 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3767376610116635, cost: 0.00096060914773477, fitness inc: 0.0096060914773477 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.838966152128215, cost: 0.00025898353604525415, fitness inc: 0.00025898353604525415 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.972211476778563, cost: 0.00022051294294922474, fitness inc: 0.00022051294294922474 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.515719801433279, cost: 2.817409923749903e-05, fitness inc: 0.0002817409923749903 Fitness: 0.014394056357753704 >>>>> Evaluating: >>>>> [16.0445726333234, 2.489289094411996, 158.89351744679635, 25.261751319744715, 10.378902350954027] >>>>> [14.365924243876302, 4.15575259490922, 157.63906717390438, 26.88220018192116, 10.242862074045144] >>>>> [15.707464267380038, 4.18533088769136, 158.08651124829643, 26.52978689021855, 10.107998809650256] >>>>> [15.587532199577467, 3.465957196061087, 155.6878875113865, 25.41096695527227, 11.45823236517362] >>>>> [13.867163420995086, 5.573058166779563, 157.4808986802403, 26.436488494342566, 8.18185698609985] >>>>> [15.86367237424851, 3.8283080980070716, 154.80907111771137, 26.547880209948406, 9.747377822758109] >>>>> [16.736011195040387, 4.160457672446452, 159.6594278842472, 27.298962289641608, 9.089093040670033] >>>>> [16.84582650839009, 5.13418490967852, 154.59264984339714, 24.07442007000061, 11.38762989379087] >>>>> [16.614317773738055, 4.9601669921347025, 156.20763361821633, 25.749132131188052, 9.216856444504744] >>>>> [14.942823114741607, 3.5757731840164095, 155.49806237133632, 24.323968936894367, 9.087864613032837] >> Running individual: {'amp': 16.0445726333234, 'amp_increment': 2.489289094411996, 'period': 158.89351744679635, 'period_increment': 25.261751319744715, 'offset': 10.378902350954027} >> Running individual: {'amp': 14.365924243876302, 'amp_increment': 4.15575259490922, 'period': 157.63906717390438, 'period_increment': 26.88220018192116, 'offset': 10.242862074045144} >> Running individual: {'amp': 15.707464267380038, 'amp_increment': 4.18533088769136, 'period': 158.08651124829643, 'period_increment': 26.52978689021855, 'offset': 10.107998809650256} >> Running individual: {'amp': 15.587532199577467, 'amp_increment': 3.465957196061087, 'period': 155.6878875113865, 'period_increment': 25.41096695527227, 'offset': 11.45823236517362} >> Running individual: {'amp': 13.867163420995086, 'amp_increment': 5.573058166779563, 'period': 157.4808986802403, 'period_increment': 26.436488494342566, 'offset': 8.18185698609985} >> Running individual: {'amp': 15.86367237424851, 'amp_increment': 3.8283080980070716, 'period': 154.80907111771137, 'period_increment': 26.547880209948406, 'offset': 9.747377822758109} >> Running individual: {'amp': 16.736011195040387, 'amp_increment': 4.160457672446452, 'period': 159.6594278842472, 'period_increment': 27.298962289641608, 'offset': 9.089093040670033} >> Running individual: {'amp': 16.84582650839009, 'amp_increment': 5.13418490967852, 'period': 154.59264984339714, 'period_increment': 24.07442007000061, 'offset': 11.38762989379087} >> Running individual: {'amp': 16.614317773738055, 'amp_increment': 4.9601669921347025, 'period': 156.20763361821633, 'period_increment': 25.749132131188052, 'offset': 9.216856444504744} >> Running individual: {'amp': 14.942823114741607, 'amp_increment': 3.5757731840164095, 'period': 155.49806237133632, 'period_increment': 24.323968936894367, 'offset': 9.087864613032837} - Evaluating [16.0445726333234, 2.489289094411996, 158.89351744679635, 25.261751319744715, 10.378902350954027] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.423472801321022, cost: 7.564719220587435e-05, fitness inc: 7.564719220587435e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.6656496767776, cost: 0.00041344588892544554, fitness inc: 0.00041344588892544554 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.293266205159521, cost: 0.0010617761640480117, fitness inc: 0.010617761640480117 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.912751980011212, cost: 3.0644561018089433e-05, fitness inc: 3.0644561018089433e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.154951778303753, cost: 0.000793660992726597, fitness inc: 0.000793660992726597 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.429618569294704, cost: 5.7903181441609775e-05, fitness inc: 0.0005790318144160977 Fitness: 0.01251019208977222 - Evaluating [14.365924243876302, 4.15575259490922, 157.63906717390438, 26.88220018192116, 10.242862074045144] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.6087776958319, cost: 5.712654517653348e-06, fitness inc: 5.712654517653348e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.123052865766845, cost: 0.0007171885150293322, fitness inc: 0.0007171885150293322 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.343567622429894, cost: 0.0010002065817686923, fitness inc: 0.010002065817686923 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.76452973935348, cost: 3.95694449190076e-05, fitness inc: 3.95694449190076e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.278806228578963, cost: 0.0006907529667267154, fitness inc: 0.0006907529667267154 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.41931987535484, cost: 6.216834782413194e-05, fitness inc: 0.0006216834782413194 Fitness: 0.01207697287712095 - Evaluating [15.707464267380038, 4.18533088769136, 158.08651124829643, 26.52978689021855, 10.107998809650256] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.815454678591717, cost: 2.4827771985869163e-05, fitness inc: 2.4827771985869163e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.599453558548426, cost: 0.0003353351462004328, fitness inc: 0.0003353351462004328 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.325110689436106, cost: 0.0010225851893833626, fitness inc: 0.010225851893833626 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.000785797275995, cost: 1.7348789072002546e-11, fitness inc: 1.7348789072002546e-11 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.784789915710338, cost: 1.0803638617162825e-05, fitness inc: 1.0803638617162825e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.417118093173628, cost: 6.309986835884018e-05, fitness inc: 0.0006309986835884018 Fitness: 0.011227817151574282 - Evaluating [15.587532199577467, 3.465957196061087, 155.6878875113865, 25.41096695527227, 11.45823236517362] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.04575825640374, cost: 0.0001562281531032328, fitness inc: 0.0001562281531032328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.129286627222293, cost: 0.0007070351509456119, fitness inc: 0.0007070351509456119 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4226075786759775, cost: 0.0009071649131023873, fitness inc: 0.009071649131023873 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.511713009419303, cost: 6.789532603912463e-06, fitness inc: 6.789532603912463e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.595251525582846, cost: 0.001347477936943009, fitness inc: 0.001347477936943009 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.521811154057722, cost: 2.6472079466155485e-05, fitness inc: 0.00026472079466155485 Fitness: 0.011553900699281194 - Evaluating [13.867163420995086, 5.573058166779563, 157.4808986802403, 26.436488494342566, 8.18185698609985] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.049010942219365, cost: 0.0003249963631072328, fitness inc: 0.0003249963631072328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.685298117343962, cost: 0.0004382014157970904, fitness inc: 0.0004382014157970904 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.350012700024439, cost: 0.000992450221444785, fitness inc: 0.00992450221444785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.622069452508004, cost: 0.00014657439423471086, fitness inc: 0.00014657439423471086 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.258354785486326, cost: 0.0003693580763305393, fitness inc: 0.0003693580763305393 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.437737901032366, cost: 5.4647412880526325e-05, fitness inc: 0.0005464741288052632 Fitness: 0.011750106592722687 - Evaluating [15.86367237424851, 3.8283080980070716, 154.80907111771137, 26.547880209948406, 9.747377822758109] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.611038930509267, cost: 1.3941113420901097e-05, fitness inc: 1.3941113420901097e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.116280999874384, cost: 0.001161780506204968, fitness inc: 0.001161780506204968 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.459948320412469, cost: 0.0008647846196869757, fitness inc: 0.008647846196869757 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.4393466235123, cost: 8.148367816485091e-06, fitness inc: 8.148367816485091e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.944592821770843, cost: 7.154939781761627e-07, fitness inc: 7.154939781761627e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.51343900758017, cost: 2.882503172019213e-05, fitness inc: 0.0002882503172019213 Fitness: 0.010120681995492209 - Evaluating [16.736011195040387, 4.160457672446452, 159.6594278842472, 27.298962289641608, 9.089093040670033] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.825094603991023, cost: 2.541819683576918e-05, fitness inc: 2.541819683576918e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.646905375835416, cost: 0.006496906369299893, fitness inc: 0.006496906369299893 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.263309532756153, cost: 0.0010993143409050443, fitness inc: 0.010993143409050443 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.985551491611183, cost: 5.388175017273511e-09, fitness inc: 5.388175017273511e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.80736533381538, cost: 0.0007616510786003783, fitness inc: 0.0007616510786003783 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.348308597405271, cost: 9.570159611382856e-05, fitness inc: 0.0009570159611382856 Fitness: 0.019234140403099786 - Evaluating [16.84582650839009, 5.13418490967852, 154.59264984339714, 24.07442007000061, 11.38762989379087] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.2334418645098, cost: 0.0003901860739119467, fitness inc: 0.0003901860739119467 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.4581849352776, cost: 0.00019594370502407088, fitness inc: 0.00019594370502407088 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.36763109910006, cost: 0.00029394418075734396, fitness inc: 0.00029394418075734396 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.59237271615612, cost: 8.188066677372596e-05, fitness inc: 8.188066677372596e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.597223777005699, cost: 9.792194790581021e-06, fitness inc: 9.792194790581021e-05 Fitness: 0.00961425895273138 - Evaluating [16.614317773738055, 4.9601669921347025, 156.20763361821633, 25.749132131188052, 9.216856444504744] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.83116062478689, cost: 2.579328397489533e-05, fitness inc: 2.579328397489533e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.397450516090019, cost: 0.00533626951156585, fitness inc: 0.00533626951156585 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.79133055571336, cost: 1.6236013419268502e-05, fitness inc: 1.6236013419268502e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.357619410397486, cost: 0.0012953166287975604, fitness inc: 0.0012953166287975604 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.496015388842281, cost: 3.404297373299503e-05, fitness inc: 0.0003404297373299503 Fitness: 0.016323345532678113 - Evaluating [14.942823114741607, 3.5757731840164095, 155.49806237133632, 24.323968936894367, 9.087864613032837] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.03067637365804, cost: 3.507343699415966e-05, fitness inc: 3.507343699415966e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.854954101141916, cost: 0.0006818400607454533, fitness inc: 0.0006818400607454533 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430868167201607, cost: 0.0008977023725119659, fitness inc: 0.00897702372511966 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.60644993576697, cost: 0.00014850601532012675, fitness inc: 0.00014850601532012675 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.430721546999603, cost: 7.560439950171638e-05, fitness inc: 7.560439950171638e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.561735261400746, cost: 1.6629250029209786e-05, fitness inc: 0.00016629250029209786 Fitness: 0.010084340137973213 >>>>> Evaluating: >>>>> [16.713097986374617, 3.5063507900308357, 153.40253432727218, 23.44258431580551, 9.464381519591589] >>>>> [17.13935819786778, 2.9053748975908116, 154.69766953789156, 25.101581963473393, 9.158411491088236] >>>>> [14.665895675254413, 4.716680471777529, 156.42164033020006, 26.080965084857333, 9.076104958418982] >>>>> [15.479851160636859, 2.97893221365755, 154.78648292378995, 25.70005008250513, 11.127327798944274] >>>>> [16.888050194105418, 3.1338804811164995, 154.15405079443656, 26.566706431910337, 9.903981550471217] >>>>> [15.006068486902407, 3.4488489872286054, 154.04760367834615, 27.524645268767127, 9.927620619870968] >>>>> [15.388709918135152, 4.254738960809697, 153.76497778808036, 25.163872396908367, 10.79122089294399] >>>>> [14.512460862439635, 4.526199309522885, 154.73050098172666, 24.3913285093765, 11.45079572741643] >>>>> [14.005878886552567, 4.215395030607665, 155.6575800650558, 26.533277867649613, 9.798869504686763] >>>>> [15.831069724293167, 1.9321197264065575, 156.32220339746104, 24.262281428151894, 8.030716167220165] >> Running individual: {'amp': 16.713097986374617, 'amp_increment': 3.5063507900308357, 'period': 153.40253432727218, 'period_increment': 23.44258431580551, 'offset': 9.464381519591589} >> Running individual: {'amp': 17.13935819786778, 'amp_increment': 2.9053748975908116, 'period': 154.69766953789156, 'period_increment': 25.101581963473393, 'offset': 9.158411491088236} >> Running individual: {'amp': 14.665895675254413, 'amp_increment': 4.716680471777529, 'period': 156.42164033020006, 'period_increment': 26.080965084857333, 'offset': 9.076104958418982} >> Running individual: {'amp': 15.479851160636859, 'amp_increment': 2.97893221365755, 'period': 154.78648292378995, 'period_increment': 25.70005008250513, 'offset': 11.127327798944274} >> Running individual: {'amp': 16.888050194105418, 'amp_increment': 3.1338804811164995, 'period': 154.15405079443656, 'period_increment': 26.566706431910337, 'offset': 9.903981550471217} >> Running individual: {'amp': 15.006068486902407, 'amp_increment': 3.4488489872286054, 'period': 154.04760367834615, 'period_increment': 27.524645268767127, 'offset': 9.927620619870968} >> Running individual: {'amp': 15.388709918135152, 'amp_increment': 4.254738960809697, 'period': 153.76497778808036, 'period_increment': 25.163872396908367, 'offset': 10.79122089294399} >> Running individual: {'amp': 14.512460862439635, 'amp_increment': 4.526199309522885, 'period': 154.73050098172666, 'period_increment': 24.3913285093765, 'offset': 11.45079572741643} >> Running individual: {'amp': 14.005878886552567, 'amp_increment': 4.215395030607665, 'period': 155.6575800650558, 'period_increment': 26.533277867649613, 'offset': 9.798869504686763} >> Running individual: {'amp': 15.831069724293167, 'amp_increment': 1.9321197264065575, 'period': 156.32220339746104, 'period_increment': 24.262281428151894, 'offset': 8.030716167220165} - Evaluating [16.713097986374617, 3.5063507900308357, 153.40253432727218, 23.44258431580551, 9.464381519591589] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.177453285038435, cost: 5.1760474842232895e-05, fitness inc: 5.1760474842232895e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.248691752182787, cost: 0.0046976234312881004, fitness inc: 0.0046976234312881004 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.518904823988597, cost: 0.0007999300432830481, fitness inc: 0.00799930043283048 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.683818314514895, cost: 2.591307591393033e-06, fitness inc: 2.591307591393033e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.755058779498867, cost: 0.0001330210605217097, fitness inc: 0.0001330210605217097 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.65482922415652, cost: 2.526098737409832e-06, fitness inc: 2.526098737409832e-05 Fitness: 0.012909557694448015 - Evaluating [17.13935819786778, 2.9053748975908116, 154.69766953789156, 25.101581963473393, 9.158411491088236] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.297755518731964, cost: 6.287653228564949e-05, fitness inc: 6.287653228564949e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.98094218992894, cost: 0.008225810858528027, fitness inc: 0.008225810858528027 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.464124111181966, cost: 0.0008601081182781911, fitness inc: 0.008601081182781911 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.203116001275674, cost: 1.6462020735685812e-05, fitness inc: 1.6462020735685812e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.886293460008947, cost: 0.00018326800705859014, fitness inc: 0.00018326800705859014 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.561735261400746, cost: 1.6629250029209786e-05, fitness inc: 0.00016629250029209786 Fitness: 0.01725579110168196 - Evaluating [14.665895675254413, 4.716680471777529, 156.42164033020006, 26.080965084857333, 9.076104958418982] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.741992229735615, cost: 5.907540317451332e-05, fitness inc: 5.907540317451332e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.589782243505931, cost: 0.00032460646216259104, fitness inc: 0.00032460646216259104 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.393044367726948, cost: 0.0009414350475410727, fitness inc: 0.009414350475410727 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.458670008516798, cost: 6.158593772898069e-05, fitness inc: 6.158593772898069e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.306467378779683, cost: 2.1919462795838562e-05, fitness inc: 2.1919462795838562e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.479452054793714, cost: 3.9405465350528246e-05, fitness inc: 0.00039405465350528246 Fitness: 0.010275592394777933 - Evaluating [15.479851160636859, 2.97893221365755, 154.78648292378995, 25.70005008250513, 11.127327798944274] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.607166619412713, cost: 9.642817418009653e-05, fitness inc: 9.642817418009653e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.35251007014964, cost: 0.0003910908075216435, fitness inc: 0.0003910908075216435 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.460783046904317, cost: 0.0008638487915383353, fitness inc: 0.008638487915383353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.58610680187101, cost: 4.4406058303803064e-06, fitness inc: 4.4406058303803064e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.331442703231178, cost: 0.0016588271740499705, fitness inc: 0.0016588271740499705 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.54016620498534, cost: 2.1663984842601458e-05, fitness inc: 0.00021663984842601458 Fitness: 0.011005914525391458 - Evaluating [16.888050194105418, 3.1338804811164995, 154.15405079443656, 26.566706431910337, 9.903981550471217] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.7920180920194, cost: 0.00011988203000523612, fitness inc: 0.00011988203000523612 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.9840606191052315, cost: 0.003660857400288542, fitness inc: 0.003660857400288542 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.486766995328559, cost: 0.0008349703833083755, fitness inc: 0.008349703833083755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.92590249592729, cost: 1.422212356771979e-07, fitness inc: 1.422212356771979e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.117939377638375, cost: 3.247380283788459e-06, fitness inc: 3.247380283788459e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5332687785301085, cost: 2.3414297473101087e-05, fitness inc: 0.00023414297473101087 Fitness: 0.01236797583962801 - Evaluating [15.006068486902407, 3.4488489872286054, 154.04760367834615, 27.524645268767127, 9.927620619870968] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.93367583345579, cost: 1.6399148816681475e-07, fitness inc: 1.6399148816681475e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.078438831769282, cost: 5.7494881015029975e-06, fitness inc: 5.7494881015029975e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.491820306412949, cost: 0.0008294110427703449, fitness inc: 0.00829411042770345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.38253128674968, cost: 6.782038100205945e-05, fitness inc: 6.782038100205945e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.527287171493992, cost: 0.0005057978698844723, fitness inc: 0.0005057978698844723 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.507366102160833, cost: 3.059446806941146e-05, fitness inc: 0.0003059446806941146 Fitness: 0.009179586838873766 - Evaluating [15.388709918135152, 4.254738960809697, 153.76497778808036, 25.163872396908367, 10.79122089294399] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.179920048391093, cost: 5.1977558269244994e-05, fitness inc: 5.1977558269244994e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.5974765727963325, cost: 0.00015116785160518287, fitness inc: 0.00015116785160518287 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.434656995587552, cost: 4.898812612785797e-06, fitness inc: 4.898812612785797e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.852220299003354, cost: 0.0003072831906726359, fitness inc: 0.0003072831906726359 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.588933910855691, cost: 1.1228175167632415e-05, fitness inc: 0.00011228175167632415 Fitness: 0.00880160767254956 - Evaluating [14.512460862439635, 4.526199309522885, 154.73050098172666, 24.3913285093765, 11.45079572741643] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.96324800999035, cost: 3.464194974189816e-05, fitness inc: 3.464194974189816e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0616545727180515, cost: 0.0034943458982128472, fitness inc: 0.0034943458982128472 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.463288521198619, cost: 0.0008610428900903688, fitness inc: 0.008610428900903688 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.489446252082143, cost: 6.211546140555413e-06, fitness inc: 6.211546140555413e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.58785469923933, cost: 0.0013557690238185094, fitness inc: 0.0013557690238185094 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5826936496851625, cost: 1.2373908785834331e-05, fitness inc: 0.0001237390878583433 Fitness: 0.013625136406675842 - Evaluating [14.005878886552567, 4.215395030607665, 155.6575800650558, 26.533277867649613, 9.798869504686763] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.804740715209103, cost: 5.332920106559946e-05, fitness inc: 5.332920106559946e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.206998879500232, cost: 0.0005865241760911744, fitness inc: 0.0005865241760911744 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.424257998200242, cost: 0.0009052703952507901, fitness inc: 0.009052703952507901 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.020132225360452, cost: 0.00010161300898092751, fitness inc: 0.00010161300898092751 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.422395904962007, cost: 0.0005803710829203057, fitness inc: 0.0005803710829203057 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.488474204170434, cost: 3.643587543766813e-05, fitness inc: 0.0003643587543766813 Fitness: 0.01073890017594259 - Evaluating [15.831069724293167, 1.9321197264065575, 156.32220339746104, 24.262281428151894, 8.030716167220165] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.861776849326077, cost: 4.836109072692274e-05, fitness inc: 4.836109072692274e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.800339762571679, cost: 0.007266309885213373, fitness inc: 0.007266309885213373 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.397134083929435, cost: 0.0009366564226884755, fitness inc: 0.009366564226884755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.79389799285882, cost: 0.00045844686716367544, fitness inc: 0.00045844686716367544 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.73246752880736, cost: 1.6696317628239754e-05, fitness inc: 1.6696317628239754e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.017380718846696563 >>>>> Evaluating: >>>>> [16.15523264107386, 4.721889912343915, 154.5807430466698, 24.38610396323316, 9.85723005409375] >>>>> [18.467378472435723, 4.82045283125459, 156.87266433140275, 27.16276819697391, 10.910047961792092] >>>>> [17.18625748742646, 4.164637574142684, 156.59347444393532, 24.629827732923395, 10.51405432809346] >>>>> [16.51203689467352, 5.229766649123119, 155.18289177827626, 24.457772510263965, 9.629218228704389] >>>>> [13.236956459412921, 4.37030661349904, 154.0136483009003, 27.14390465730309, 10.078664948966155] >>>>> [16.576791138777992, 6.107765013112653, 156.97032701270265, 27.371067532574475, 8.168906228263543] >>>>> [14.501201667955224, 2.940445313133438, 153.51672513979702, 27.395260831738064, 10.393522023183337] >>>>> [16.27824844015961, 5.9082332070355825, 156.20658158833825, 23.842313639158018, 11.951019842114405] >>>>> [15.040357149755906, 3.239864379098642, 155.1266455113037, 24.56592988821792, 6.907250430078593] >>>>> [14.957602840732575, 2.998239426905453, 155.6368046118666, 23.31256526834196, 6.4475662773066285] >> Running individual: {'amp': 16.15523264107386, 'amp_increment': 4.721889912343915, 'period': 154.5807430466698, 'period_increment': 24.38610396323316, 'offset': 9.85723005409375} >> Running individual: {'amp': 18.467378472435723, 'amp_increment': 4.82045283125459, 'period': 156.87266433140275, 'period_increment': 27.16276819697391, 'offset': 10.910047961792092} >> Running individual: {'amp': 17.18625748742646, 'amp_increment': 4.164637574142684, 'period': 156.59347444393532, 'period_increment': 24.629827732923395, 'offset': 10.51405432809346} >> Running individual: {'amp': 16.51203689467352, 'amp_increment': 5.229766649123119, 'period': 155.18289177827626, 'period_increment': 24.457772510263965, 'offset': 9.629218228704389} >> Running individual: {'amp': 13.236956459412921, 'amp_increment': 4.37030661349904, 'period': 154.0136483009003, 'period_increment': 27.14390465730309, 'offset': 10.078664948966155} >> Running individual: {'amp': 16.576791138777992, 'amp_increment': 6.107765013112653, 'period': 156.97032701270265, 'period_increment': 27.371067532574475, 'offset': 8.168906228263543} >> Running individual: {'amp': 14.501201667955224, 'amp_increment': 2.940445313133438, 'period': 153.51672513979702, 'period_increment': 27.395260831738064, 'offset': 10.393522023183337} >> Running individual: {'amp': 16.27824844015961, 'amp_increment': 5.9082332070355825, 'period': 156.20658158833825, 'period_increment': 23.842313639158018, 'offset': 11.951019842114405} >> Running individual: {'amp': 15.040357149755906, 'amp_increment': 3.239864379098642, 'period': 155.1266455113037, 'period_increment': 24.56592988821792, 'offset': 6.907250430078593} >> Running individual: {'amp': 14.957602840732575, 'amp_increment': 2.998239426905453, 'period': 155.6368046118666, 'period_increment': 23.31256526834196, 'offset': 6.4475662773066285} - Evaluating [16.15523264107386, 4.721889912343915, 154.5807430466698, 24.38610396323316, 9.85723005409375] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.01244863315308, cost: 3.82708784801844e-05, fitness inc: 3.82708784801844e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.29799081111624, cost: 0.001570136848316972, fitness inc: 0.001570136848316972 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.469142191744406, cost: 0.0008545050595896164, fitness inc: 0.008545050595896164 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.73434217578273, cost: 1.3981835830900735e-05, fitness inc: 1.3981835830900735e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.01988450606562, cost: 0.0002426630314968925, fitness inc: 0.0002426630314968925 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.587216448764321, cost: 1.1537956866369825e-05, fitness inc: 0.00011537956866369825 Fitness: 0.010525482758684812 - Evaluating [18.467378472435723, 4.82045283125459, 156.87266433140275, 27.16276819697391, 10.910047961792092] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 29.377417855684964, cost: 0.0007148801606410293, fitness inc: 0.0007148801606410293 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.5573158914093055, cost: 0.006067180044975307, fitness inc: 0.006067180044975307 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.374298827128053, cost: 0.0009634933980620097, fitness inc: 0.009634933980620097 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.197865360597845, cost: 0.00045666793000154193, fitness inc: 0.00045666793000154193 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.377771828724091, cost: 0.0013175258355363484, fitness inc: 0.0013175258355363484 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.433306166801696, cost: 5.641281865098602e-05, fitness inc: 0.0005641281865098602 Fitness: 0.018755316138284184 - Evaluating [17.18625748742646, 4.164637574142684, 156.59347444393532, 24.629827732923395, 10.51405432809346] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.700295882247996, cost: 0.0002721561474727796, fitness inc: 0.0002721561474727796 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.672189972613435, cost: 0.0026032076418901484, fitness inc: 0.0026032076418901484 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.385696040867492, cost: 0.0009500516561509187, fitness inc: 0.009500516561509187 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.864939803282976, cost: 9.016556215002414e-05, fitness inc: 9.016556215002414e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.836831668770158, cost: 0.00016338729562093146, fitness inc: 0.00016338729562093146 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.518002483100308, cost: 2.753007050693146e-05, fitness inc: 0.0002753007050693146 Fitness: 0.012904733913712385 - Evaluating [16.51203689467352, 5.229766649123119, 155.18289177827626, 24.457772510263965, 9.629218228704389] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.141244347656848, cost: 4.862623331935989e-05, fitness inc: 4.862623331935989e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.882807583520066, cost: 0.00329795017588963, fitness inc: 0.00329795017588963 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.444129398117346, cost: 0.000882615046034263, fitness inc: 0.00882615046034263 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.371010159582806, cost: 4.873217637879623e-05, fitness inc: 4.873217637879623e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.112574129218093, cost: 0.0010403146414064146, fitness inc: 0.0010403146414064146 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.566379070413885, cost: 1.5632248812957883e-05, fitness inc: 0.00015632248812957883 Fitness: 0.01341809617546641 - Evaluating [13.236956459412921, 4.37030661349904, 154.0136483009003, 27.14390465730309, 10.078664948966155] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.315610796276303, cost: 0.00010590412743871624, fitness inc: 0.00010590412743871624 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.1582801876976014, cost: 0.003155710167994652, fitness inc: 0.003155710167994652 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4926632904807855, cost: 0.0008284854465184788, fitness inc: 0.008284854465184788 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.68591920890405, cost: 0.00013880971372004502, fitness inc: 0.00013880971372004502 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.528590448180504, cost: 0.0014231124225001501, fitness inc: 0.0014231124225001501 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.520287054926047, cost: 2.689296337965441e-05, fitness inc: 0.0002689296337965441 Fitness: 0.013377320530634895 - Evaluating [16.576791138777992, 6.107765013112653, 156.97032701270265, 27.371067532574475, 8.168906228263543] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.745686252948406, cost: 2.413655156408012e-06, fitness inc: 2.413655156408012e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.40787654643005, cost: 0.010723644723072967, fitness inc: 0.010723644723072967 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.370238246909472, cost: 0.0009683051464726145, fitness inc: 0.009683051464726145 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.85345066821959, cost: 1.8884985296896417e-05, fitness inc: 1.8884985296896417e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.515638577914473, cost: 0.004735465330699129, fitness inc: 0.004735465330699129 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.424464334146199, cost: 6.001884816386749e-05, fitness inc: 0.0006001884816386749 Fitness: 0.02576364864059022 - Evaluating [14.501201667955224, 2.940445313133438, 153.51672513979702, 27.395260831738064, 10.393522023183337] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.894713613442125, cost: 4.134773867736641e-07, fitness inc: 4.134773867736641e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.107669602460686, cost: 0.0007425533473200963, fitness inc: 0.0007425533473200963 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.513809275663437, cost: 0.0008054358118737559, fitness inc: 0.008054358118737559 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.835155187136944, cost: 0.00012148511067122669, fitness inc: 0.00012148511067122669 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.048121268705069, cost: 0.00202901398594435, fitness inc: 0.00202901398594435 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.527152134861703, cost: 2.5023350807673594e-05, fitness inc: 0.00025023350807673594 Fitness: 0.011198057548136742 - Evaluating [16.27824844015961, 5.9082332070355825, 156.20658158833825, 23.842313639158018, 11.951019842114405] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.229253217527525, cost: 0.00038917623135759083, fitness inc: 0.00038917623135759083 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.327216155523087, cost: 0.00042223238369643035, fitness inc: 0.00042223238369643035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.137492003578494, cost: 0.00044363274999403846, fitness inc: 0.00044363274999403846 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.235450840999906, cost: 1.29387802528802e-05, fitness inc: 1.29387802528802e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.55401277422857, cost: 1.8355461930852357e-05, fitness inc: 0.00018355461930852357 Fitness: 0.010760835122200052 - Evaluating [15.040357149755906, 3.239864379098642, 155.1266455113037, 24.56592988821792, 6.907250430078593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.947600462123432, cost: 0.00034770958023455645, fitness inc: 0.00034770958023455645 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.133093821122014, cost: 0.009079123385656085, fitness inc: 0.009079123385656085 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.446621970086707, cost: 0.0008797934793349782, fitness inc: 0.008797934793349782 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.187469927545123, cost: 0.0006000889247759211, fitness inc: 0.0006000889247759211 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.372952674990746, cost: 0.0004396632060726935, fitness inc: 0.0004396632060726935 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675782, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.01942413331440551 - Evaluating [14.957602840732575, 2.998239426905453, 155.6368046118666, 23.31256526834196, 6.4475662773066285] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.405159312855375, cost: 0.00048221064378062284, fitness inc: 0.00048221064378062284 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.510027940472186, cost: 0.011368736911223754, fitness inc: 0.011368736911223754 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.425083526084874, cost: 0.0009043235121340976, fitness inc: 0.009043235121340976 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.403400157022713, cost: 0.0008113835465761721, fitness inc: 0.0008113835465761721 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.508268397144812, cost: 0.0005305483043555048, fitness inc: 0.0005305483043555048 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.587840858291452, cost: 1.1424843328167178e-05, fitness inc: 0.00011424843328167178 Fitness: 0.0223503629605587 >>>>> Evaluating: >>>>> [15.823277646504401, 2.351772923121892, 155.33524342910698, 25.117830890138755, 8.549788873055194] >>>>> [13.972168523981264, 4.2284311012980815, 155.3384891363031, 23.134045011035102, 9.318876393377762] >>>>> [15.751949616511075, 4.819555821403034, 156.73611730022463, 24.023424474565267, 8.022462476259951] >>>>> [16.131052871219513, 5.508691615178861, 156.9068776908478, 25.375083229126282, 9.206809012190186] >>>>> [16.573982142346065, 6.064420821304372, 153.2473781894434, 25.74162496432279, 9.347202118247456] >>>>> [15.74347135088654, 2.5645151388529177, 155.33825616105904, 24.91825682274571, 10.873691037076311] >>>>> [15.63580601816523, 1.770144271832443, 154.8178836352227, 27.62513096434722, 11.1832383450772] >>>>> [13.462397962044431, 4.085006764347228, 153.76671472472322, 25.344552683175642, 10.941594271108567] >>>>> [14.801500819657074, 4.191340180983592, 153.14658615981998, 26.7963037026754, 11.781003212507844] >>>>> [13.436391498905298, 3.983459133021951, 154.5562807546673, 26.995035210273414, 10.018747558962982] >> Running individual: {'amp': 15.823277646504401, 'amp_increment': 2.351772923121892, 'period': 155.33524342910698, 'period_increment': 25.117830890138755, 'offset': 8.549788873055194} >> Running individual: {'amp': 13.972168523981264, 'amp_increment': 4.2284311012980815, 'period': 155.3384891363031, 'period_increment': 23.134045011035102, 'offset': 9.318876393377762} >> Running individual: {'amp': 15.751949616511075, 'amp_increment': 4.819555821403034, 'period': 156.73611730022463, 'period_increment': 24.023424474565267, 'offset': 8.022462476259951} >> Running individual: {'amp': 16.131052871219513, 'amp_increment': 5.508691615178861, 'period': 156.9068776908478, 'period_increment': 25.375083229126282, 'offset': 9.206809012190186} >> Running individual: {'amp': 16.573982142346065, 'amp_increment': 6.064420821304372, 'period': 153.2473781894434, 'period_increment': 25.74162496432279, 'offset': 9.347202118247456} >> Running individual: {'amp': 15.74347135088654, 'amp_increment': 2.5645151388529177, 'period': 155.33825616105904, 'period_increment': 24.91825682274571, 'offset': 10.873691037076311} >> Running individual: {'amp': 15.63580601816523, 'amp_increment': 1.770144271832443, 'period': 154.8178836352227, 'period_increment': 27.62513096434722, 'offset': 11.1832383450772} >> Running individual: {'amp': 13.462397962044431, 'amp_increment': 4.085006764347228, 'period': 153.76671472472322, 'period_increment': 25.344552683175642, 'offset': 10.941594271108567} >> Running individual: {'amp': 14.801500819657074, 'amp_increment': 4.191340180983592, 'period': 153.14658615981998, 'period_increment': 26.7963037026754, 'offset': 11.781003212507844} >> Running individual: {'amp': 13.436391498905298, 'amp_increment': 3.983459133021951, 'period': 154.5562807546673, 'period_increment': 26.995035210273414, 'offset': 10.018747558962982} - Evaluating [15.823277646504401, 2.351772923121892, 155.33524342910698, 25.117830890138755, 8.549788873055194] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.37305698556683, cost: 1.4671771047192195e-05, fitness inc: 1.4671771047192195e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.273479097773689, cost: 0.004801255926253134, fitness inc: 0.004801255926253134 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.724832620276022, cost: 0.00027801799260540605, fitness inc: 0.00027801799260540605 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.625248383087031, cost: 3.2762549316833756e-05, fitness inc: 3.2762549316833756e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.01424105045977564 - Evaluating [13.972168523981264, 4.2284311012980815, 155.3384891363031, 23.134045011035102, 9.318876393377762] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.29103461075324, cost: 0.00010901682312969285, fitness inc: 0.00010901682312969285 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.653283858980607, cost: 0.00011215683003573673, fitness inc: 0.00011215683003573673 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.519469469374712, cost: 0.00015949379976709643, fitness inc: 0.00015949379976709643 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.881710661491592, cost: 0.00029169985930910247, fitness inc: 0.00029169985930910247 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602868668757499, cost: 8.870585907150286e-06, fitness inc: 8.870585907150286e-05 Fitness: 0.0096625785659471 - Evaluating [15.751949616511075, 4.819555821403034, 156.73611730022463, 24.023424474565267, 8.022462476259951] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.77440218657819, cost: 5.6070759906101664e-05, fitness inc: 5.6070759906101664e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.729475177955749, cost: 0.006905718345722955, fitness inc: 0.006905718345722955 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.379992344008224, cost: 0.0009567667612263575, fitness inc: 0.009567667612263575 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.593956967012257, cost: 5.124957494451188e-05, fitness inc: 5.124957494451188e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.549032292704544, cost: 0.0015138515341136527, fitness inc: 0.0015138515341136527 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.532503457813852, cost: 2.361269773420993e-05, fitness inc: 0.0002361269773420993 Fitness: 0.018330684804292896 - Evaluating [16.131052871219513, 5.508691615178861, 156.9068776908478, 25.375083229126282, 9.206809012190186] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.33784177080311, cost: 4.262310090985544e-06, fitness inc: 4.262310090985544e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.924241984024191, cost: 0.003444192264722923, fitness inc: 0.003444192264722923 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.372673973998528, cost: 0.0009654173991207049, fitness inc: 0.009654173991207049 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.846541705419845, cost: 1.858047973402055e-05, fitness inc: 1.858047973402055e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.432924817903757, cost: 0.001379269220696533, fitness inc: 0.001379269220696533 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.486215882594173, cost: 3.716827660882327e-05, fitness inc: 0.0003716827660882327 Fitness: 0.014872161032539744 - Evaluating [16.573982142346065, 6.064420821304372, 153.2473781894434, 25.74162496432279, 9.347202118247456] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.921169536944603, cost: 3.168169860667813e-05, fitness inc: 3.168169860667813e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.226769904513437, cost: 0.004606900126116309, fitness inc: 0.004606900126116309 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.525711302531004, cost: 0.0007926049920053968, fitness inc: 0.007926049920053968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.985594716609167, cost: 0.00010220829246365692, fitness inc: 0.00010220829246365692 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.291192026331178, cost: 0.0025211473620013747, fitness inc: 0.0025211473620013747 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770045, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.015304503420402238 - Evaluating [15.74347135088654, 2.5645151388529177, 155.33825616105904, 24.91825682274571, 10.873691037076311] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.61715098642762, cost: 9.762984425132348e-05, fitness inc: 9.762984425132348e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.869770859404443, cost: 1.5817522386663008e-05, fitness inc: 1.5817522386663008e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.181669819880067, cost: 1.7360035098112903e-05, fitness inc: 1.7360035098112903e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.43428595886887, cost: 0.0015336230275128093, fitness inc: 0.0015336230275128093 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.547850208043573, cost: 1.9794122276817205e-05, fitness inc: 0.00019794122276817205 Fitness: 0.01076387704665105 - Evaluating [15.63580601816523, 1.770144271832443, 154.8178836352227, 27.62513096434722, 11.1832383450772] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.819034693437203, cost: 0.000123523432163819, fitness inc: 0.000123523432163819 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.452557162538564, cost: 0.0002795927794309039, fitness inc: 0.0002795927794309039 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.459113809584357, cost: 0.0008657207111669729, fitness inc: 0.008657207111669729 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.58918008285416, cost: 5.159838663426619e-05, fitness inc: 5.159838663426619e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.222704714050771, cost: 0.0033181087421459976, fitness inc: 0.0033181087421459976 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.480953685940547, cost: 3.890314390275762e-05, fitness inc: 0.0003890314390275762 Fitness: 0.012819061891072292 - Evaluating [13.462397962044431, 4.085006764347228, 153.76671472472322, 25.344552683175642, 10.941594271108567] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.403983126465004, cost: 1.3259914480312496e-05, fitness inc: 1.3259914480312496e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.520794638182376, cost: 0.005703864045808693, fitness inc: 0.005703864045808693 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.4889962547497, cost: 5.918641836255567e-05, fitness inc: 5.918641836255567e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.605796225722631, cost: 0.0026809042063713484, fitness inc: 0.0026809042063713484 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5834729201555255, cost: 1.222779126675011e-05, fitness inc: 0.0001222779126675011 Fitness: 0.016753491005403798 - Evaluating [14.801500819657074, 4.191340180983592, 153.14658615981998, 26.7963037026754, 11.781003212507844] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.58249676550165, cost: 9.349092859078922e-05, fitness inc: 9.349092859078922e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.020485068834381, cost: 0.003643815706543263, fitness inc: 0.003643815706543263 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5299725741142165, cost: 0.0007880361712446771, fitness inc: 0.00788036171244677 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.77383525929526, cost: 1.552607454469168e-05, fitness inc: 1.552607454469168e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.211826893017516, cost: 0.0018105977126738892, fitness inc: 0.0018105977126738892 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5570991942198065, cost: 1.7655328944266024e-05, fitness inc: 0.00017655328944266024 Fitness: 0.013620345424242064 - Evaluating [13.436391498905298, 3.983459133021951, 154.5562807546673, 26.995035210273414, 10.018747558962982] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.455128599795955, cost: 8.908770115023668e-05, fitness inc: 8.908770115023668e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.417636771375131, cost: 0.002331404698563855, fitness inc: 0.002331404698563855 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4699792960652855, cost: 0.000853572147998416, fitness inc: 0.00853572147998416 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.43859075384366, cost: 0.00017006242310668718, fitness inc: 0.00017006242310668718 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.401094767396461, cost: 0.0015734965739498952, fitness inc: 0.0015734965739498952 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.508124483612522, cost: 3.0370622159936467e-05, fitness inc: 0.00030370622159936467 Fitness: 0.013003479098354198 >>>>> Evaluating: >>>>> [11.884972428509236, 4.289365484299681, 154.6534879303051, 25.92140464608552, 11.247544043023762] >>>>> [14.127022101204503, 4.333883585358406, 155.88685768219526, 26.744535149422813, 9.970485415444411] >>>>> [16.14573814651474, 3.4488489872286054, 153.39219289305652, 28.09864249004576, 9.927620619870968] >>>>> [16.389090761340782, 3.8424938749011424, 153.80636871177992, 24.326203339508204, 9.75785029046538] >>>>> [13.748786848537794, 4.233376534840963, 153.97912441854578, 25.246594418477258, 10.729867675241715] >>>>> [12.790529783214854, 3.230795141060642, 154.72205239582408, 23.187432678972645, 9.380144554763516] >>>>> [15.98456826053281, 4.2702031500642565, 152.4307258954672, 27.34913123887635, 10.386114620811181] >>>>> [14.826439237324072, 5.406116562320944, 153.79391195379662, 26.170991169534464, 11.96737104510782] >>>>> [16.092045443735408, 4.826896412422117, 153.902144048996, 25.668788161945937, 9.629775901877942] >>>>> [14.496081103589963, 4.1357295752181065, 154.01356200745565, 25.624652910331278, 8.892688710452173] >> Running individual: {'amp': 11.884972428509236, 'amp_increment': 4.289365484299681, 'period': 154.6534879303051, 'period_increment': 25.92140464608552, 'offset': 11.247544043023762} >> Running individual: {'amp': 14.127022101204503, 'amp_increment': 4.333883585358406, 'period': 155.88685768219526, 'period_increment': 26.744535149422813, 'offset': 9.970485415444411} >> Running individual: {'amp': 16.14573814651474, 'amp_increment': 3.4488489872286054, 'period': 153.39219289305652, 'period_increment': 28.09864249004576, 'offset': 9.927620619870968} >> Running individual: {'amp': 16.389090761340782, 'amp_increment': 3.8424938749011424, 'period': 153.80636871177992, 'period_increment': 24.326203339508204, 'offset': 9.75785029046538} >> Running individual: {'amp': 13.748786848537794, 'amp_increment': 4.233376534840963, 'period': 153.97912441854578, 'period_increment': 25.246594418477258, 'offset': 10.729867675241715} >> Running individual: {'amp': 12.790529783214854, 'amp_increment': 3.230795141060642, 'period': 154.72205239582408, 'period_increment': 23.187432678972645, 'offset': 9.380144554763516} >> Running individual: {'amp': 15.98456826053281, 'amp_increment': 4.2702031500642565, 'period': 152.4307258954672, 'period_increment': 27.34913123887635, 'offset': 10.386114620811181} >> Running individual: {'amp': 14.826439237324072, 'amp_increment': 5.406116562320944, 'period': 153.79391195379662, 'period_increment': 26.170991169534464, 'offset': 11.96737104510782} >> Running individual: {'amp': 16.092045443735408, 'amp_increment': 4.826896412422117, 'period': 153.902144048996, 'period_increment': 25.668788161945937, 'offset': 9.629775901877942} >> Running individual: {'amp': 14.496081103589963, 'amp_increment': 4.1357295752181065, 'period': 154.01356200745565, 'period_increment': 25.624652910331278, 'offset': 8.892688710452173} - Evaluating [11.884972428509236, 4.289365484299681, 154.6534879303051, 25.92140464608552, 11.247544043023762] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.132509054844007, cost: 0.00013017777663837382, fitness inc: 0.00013017777663837382 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.6374181389235604, cost: 0.01745323683822997, fitness inc: 0.01745323683822997 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46663217796075, cost: 0.0008573053930790442, fitness inc: 0.008573053930790442 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.42187182528132, cost: 0.00017228938888247392, fitness inc: 0.00017228938888247392 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.926785516974407, cost: 0.005969530983671256, fitness inc: 0.005969530983671256 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537865152982715, cost: 2.224035026487936e-05, fitness inc: 0.0002224035026487936 Fitness: 0.03252069242086131 - Evaluating [14.127022101204503, 4.333883585358406, 155.88685768219526, 26.744535149422813, 9.970485415444411] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.097495993109106, cost: 3.0404501805803008e-05, fitness inc: 3.0404501805803008e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.156527522129227, cost: 0.0006635135510837387, fitness inc: 0.0006635135510837387 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.41519117269598, cost: 0.0009157025878938629, fitness inc: 0.00915702587893863 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.431380406975716, cost: 6.378593580602665e-05, fitness inc: 6.378593580602665e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.490413526443845, cost: 0.0005314301308866343, fitness inc: 0.0005314301308866343 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.475701574263397, cost: 4.067413807073983e-05, fitness inc: 0.0004067413807073983 Fitness: 0.01085290137922823 - Evaluating [16.14573814651474, 3.4488489872286054, 153.39219289305652, 28.09864249004576, 9.927620619870968] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.07334533292804, cost: 4.301273057605304e-05, fitness inc: 4.301273057605304e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.21810690382146, cost: 0.0013830838631787579, fitness inc: 0.0013830838631787579 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.518904823988597, cost: 0.0007999300432830481, fitness inc: 0.00799930043283048 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.52219014220467, cost: 5.918126763315712e-06, fitness inc: 5.918126763315712e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.666964540898723, cost: 2.5874099516820515e-05, fitness inc: 2.5874099516820515e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.510400881663333, cost: 2.9703650095691536e-05, fitness inc: 0.00029703650095691536 Fitness: 0.009754225753822343 - Evaluating [16.389090761340782, 3.8424938749011424, 153.80636871177992, 24.326203339508204, 9.75785029046538] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.146925001903778, cost: 4.911147764929957e-05, fitness inc: 4.911147764929957e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.63122711163808, cost: 0.002477546268482067, fitness inc: 0.002477546268482067 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.501950585174582, cost: 0.0008183221233381, fitness inc: 0.008183221233381 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.989425314712758, cost: 2.8815023700445863e-09, fitness inc: 2.8815023700445863e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.473726364705898, cost: 5.236860908519603e-05, fitness inc: 5.236860908519603e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.613562366676989, cost: 7.249533098829808e-06, fitness inc: 7.249533098829808e-05 Fitness: 0.01083474580108823 - Evaluating [13.748786848537794, 4.233376534840963, 153.97912441854578, 25.246594418477258, 10.729867675241715] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.47864657316555, cost: 1.0145642207137762e-05, fitness inc: 1.0145642207137762e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0189110319575128, cost: 0.0036495918457881693, fitness inc: 0.0036495918457881693 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4943499155724815, cost: 0.0008266350800992806, fitness inc: 0.008266350800992806 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.71202397316617, cost: 4.300414894586879e-05, fitness inc: 4.300414894586879e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.252287401454113, cost: 0.0017585212417943197, fitness inc: 0.0017585212417943197 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.579578741804182, cost: 1.2966638474831704e-05, fitness inc: 0.00012966638474831704 Fitness: 0.013857280064476618 - Evaluating [12.790529783214854, 3.230795141060642, 154.72205239582408, 23.187432678972645, 9.380144554763516] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.170666895841297, cost: 0.00029875987086502853, fitness inc: 0.00029875987086502853 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4103737598360113, cost: 0.0023528061777735587, fitness inc: 0.0023528061777735587 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.463288521198619, cost: 0.0008610428900903688, fitness inc: 0.008610428900903688 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.401466845507276, cost: 0.0005479358737915385, fitness inc: 0.0005479358737915385 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.641165170268937, cost: 0.00262546855172352, fitness inc: 0.00262546855172352 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.621135469363906, cost: 6.200378363740988e-06, fitness inc: 6.200378363740988e-05 Fitness: 0.014497403158694744 - Evaluating [15.98456826053281, 4.2702031500642565, 152.4307258954672, 27.34913123887635, 10.386114620811181] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.37067174793223, cost: 7.013985992532223e-05, fitness inc: 7.013985992532223e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.5984405226984535, cost: 0.0003342031844185689, fitness inc: 0.0003342031844185689 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.559958016267722, cost: 0.0007562591456441448, fitness inc: 0.007562591456441448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.64087572263345, cost: 1.0649320588473898e-05, fitness inc: 1.0649320588473898e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.868646392016418, cost: 4.023914251582994e-06, fitness inc: 4.023914251582994e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.561735261400746, cost: 1.6629250029209786e-05, fitness inc: 0.00016629250029209786 Fitness: 0.008147900235917493 - Evaluating [14.826439237324072, 5.406116562320944, 153.79391195379662, 26.170991169534464, 11.96737104510782] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.793795258798053, cost: 0.00012011989006166512, fitness inc: 0.00012011989006166512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.8590555592345375, cost: 0.004259735659232211, fitness inc: 0.004259735659232211 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.501950585174582, cost: 0.0008183221233381, fitness inc: 0.008183221233381 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.19991436879748, cost: 0.00012545991696799597, fitness inc: 0.00012545991696799597 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.26517414704704, cost: 0.0007017305035131871, fitness inc: 0.0007017305035131871 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.556327267675257, cost: 1.7829158580839888e-05, fitness inc: 0.00017829158580839888 Fitness: 0.013568558788964458 - Evaluating [16.092045443735408, 4.826896412422117, 153.902144048996, 25.668788161945937, 9.629775901877942] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.72181627146602, cost: 1.9453614528264218e-05, fitness inc: 1.9453614528264218e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.462255656803706, cost: 0.0019918372962116626, fitness inc: 0.0019918372962116626 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.497725795970439, cost: 0.0008229376603193783, fitness inc: 0.008229376603193783 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.548709678706636, cost: 7.80671047806436e-06, fitness inc: 7.80671047806436e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.289153603946797, cost: 0.00038765219212344437, fitness inc: 0.00038765219212344437 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.568703884170149, cost: 1.5144699292868324e-05, fitness inc: 0.00015144699292868324 Fitness: 0.010787573409463902 - Evaluating [14.496081103589963, 4.1357295752181065, 154.01356200745565, 25.624652910331278, 8.892688710452173] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.38875815966576, cost: 9.69063529208114e-05, fitness inc: 9.69063529208114e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.603379880670872, cost: 0.0003397404656223513, fitness inc: 0.0003397404656223513 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4926632904807855, cost: 0.0008284854465184788, fitness inc: 0.008284854465184788 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.52448897727471, cost: 0.00015884905566743157, fitness inc: 0.00015884905566743157 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.739112482800284, cost: 1.587712944917108e-05, fitness inc: 1.587712944917108e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.566379070413885, cost: 1.5632248812957883e-05, fitness inc: 0.00015632248812957883 Fitness: 0.009052549956974132 >>>>> Evaluating: >>>>> [17.81708822662131, 3.484821306058381, 154.62233767920262, 25.220384763839025, 10.016206491057307] >>>>> [16.753597027862636, 5.83001965304667, 155.86852059955305, 25.932929616438496, 11.498736848236456] >>>>> [13.340394538678975, 3.3765290003931447, 153.10472993740785, 25.329236485073892, 12.712768030590361] >>>>> [15.57070718519251, 3.3168694431987227, 155.88044816843757, 30.171512522858762, 9.349505239573027] >>>>> [16.396627759436704, 3.662970305069395, 154.93574861453135, 25.74273309865176, 9.379038885400593] >>>>> [15.295014237669674, 4.600356263412839, 154.0440543085286, 26.076212528294004, 8.890832430654049] >>>>> [14.965847434953254, 3.147232295253463, 154.60681091935322, 24.731084959099203, 11.317743572028752] >>>>> [14.646971472119004, 3.619965199256668, 154.7430604050195, 25.929044299330887, 10.250189177493976] >>>>> [17.05672149629469, 3.3103965846692573, 152.22718643300695, 27.32512527989094, 10.310907820288117] >>>>> [16.741216463033915, 3.8630945565893655, 152.78949046628097, 27.429920953913385, 9.208277630178623] >> Running individual: {'amp': 17.81708822662131, 'amp_increment': 3.484821306058381, 'period': 154.62233767920262, 'period_increment': 25.220384763839025, 'offset': 10.016206491057307} >> Running individual: {'amp': 16.753597027862636, 'amp_increment': 5.83001965304667, 'period': 155.86852059955305, 'period_increment': 25.932929616438496, 'offset': 11.498736848236456} >> Running individual: {'amp': 13.340394538678975, 'amp_increment': 3.3765290003931447, 'period': 153.10472993740785, 'period_increment': 25.329236485073892, 'offset': 12.712768030590361} >> Running individual: {'amp': 15.57070718519251, 'amp_increment': 3.3168694431987227, 'period': 155.88044816843757, 'period_increment': 30.171512522858762, 'offset': 9.349505239573027} >> Running individual: {'amp': 16.396627759436704, 'amp_increment': 3.662970305069395, 'period': 154.93574861453135, 'period_increment': 25.74273309865176, 'offset': 9.379038885400593} >> Running individual: {'amp': 15.295014237669674, 'amp_increment': 4.600356263412839, 'period': 154.0440543085286, 'period_increment': 26.076212528294004, 'offset': 8.890832430654049} >> Running individual: {'amp': 14.965847434953254, 'amp_increment': 3.147232295253463, 'period': 154.60681091935322, 'period_increment': 24.731084959099203, 'offset': 11.317743572028752} >> Running individual: {'amp': 14.646971472119004, 'amp_increment': 3.619965199256668, 'period': 154.7430604050195, 'period_increment': 25.929044299330887, 'offset': 10.250189177493976} >> Running individual: {'amp': 17.05672149629469, 'amp_increment': 3.3103965846692573, 'period': 152.22718643300695, 'period_increment': 27.32512527989094, 'offset': 10.310907820288117} >> Running individual: {'amp': 16.741216463033915, 'amp_increment': 3.8630945565893655, 'period': 152.78949046628097, 'period_increment': 27.429920953913385, 'offset': 9.208277630178623} - Evaluating [17.81708822662131, 3.484821306058381, 154.62233767920262, 25.220384763839025, 10.016206491057307] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.833279857504213, cost: 0.0002996137533933796, fitness inc: 0.0002996137533933796 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.800869754620288, cost: 0.007269040546614591, fitness inc: 0.007269040546614591 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.467468632776163, cost: 0.0008563716824334655, fitness inc: 0.008563716824334655 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.318103527030257, cost: 4.504389391213337e-05, fitness inc: 4.504389391213337e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.28569182852612, cost: 0.00038557390935600733, fitness inc: 0.00038557390935600733 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5609620464332234, cost: 1.679824794620366e-05, fitness inc: 0.0001679824794620366 Fitness: 0.016730971407072803 - Evaluating [16.753597027862636, 5.83001965304667, 155.86852059955305, 25.932929616438496, 11.498736848236456] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.252322742097032, cost: 0.0003947542954289007, fitness inc: 0.0003947542954289007 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.254848905268634, cost: 6.063811093937055e-05, fitness inc: 6.063811093937055e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.416014371871229, cost: 0.0009147529636747143, fitness inc: 0.009147529636747143 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.082324011217985, cost: 0.0004318862745674723, fitness inc: 0.0004318862745674723 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.084851221813205, cost: 0.000274553192835425, fitness inc: 0.000274553192835425 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.500550055004694, cost: 3.2643196246184836e-05, fitness inc: 0.00032643196246184836 Fitness: 0.01063579347298016 - Evaluating [13.340394538678975, 3.3765290003931447, 153.10472993740785, 25.329236485073892, 12.712768030590361] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.05316022057276, cost: 4.141030159476866e-05, fitness inc: 4.141030159476866e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.627608287808842, cost: 0.0175304402760581, fitness inc: 0.0175304402760581 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.429682229263186, cost: 8.431721863932928e-06, fitness inc: 8.431721863932928e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.004146012211981, cost: 0.008318579834999396, fitness inc: 0.008318579834999396 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.604595768529382, cost: 8.59770999650511e-06, fitness inc: 8.59770999650511e-05 Fitness: 0.03384694588546 - Evaluating [15.57070718519251, 3.3168694431987227, 155.88044816843757, 30.171512522858762, 9.349505239573027] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.920201335316936, cost: 2.3745086208393218e-07, fitness inc: 2.3745086208393218e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.22119236501073, cost: 0.0013900894067584435, fitness inc: 0.0013900894067584435 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.41519117269598, cost: 0.0009157025878938629, fitness inc: 0.00915702587893863 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.23707522009554, cost: 8.056601897965532e-05, fitness inc: 8.056601897965532e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.53805919950133, cost: 4.9781732875398e-05, fitness inc: 4.9781732875398e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.374899220638813, cost: 8.230121528529644e-05, fitness inc: 0.0008230121528529644 Fitness: 0.011500712641267175 - Evaluating [16.396627759436704, 3.662970305069395, 154.93574861453135, 25.74273309865176, 9.379038885400593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.775656557001323, cost: 2.246366648761544e-05, fitness inc: 2.246366648761544e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.017578550240933, cost: 0.003785117196497545, fitness inc: 0.003785117196497545 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.454111268877308, cost: 0.000871342773188899, fitness inc: 0.00871342773188899 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.438626664697352, cost: 8.169309617223064e-06, fitness inc: 8.169309617223064e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.680549744789298, cost: 0.00010806710834876387, fitness inc: 0.00010806710834876387 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.534800055347191, cost: 2.3019844876959183e-05, fitness inc: 0.00023019844876959183 Fitness: 0.012867443461609729 - Evaluating [15.295014237669674, 4.600356263412839, 154.0440543085286, 26.076212528294004, 8.890832430654049] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.185835754137774, cost: 2.4743502676782825e-05, fitness inc: 2.4743502676782825e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.404170059736249, cost: 0.001837025496092326, fitness inc: 0.001837025496092326 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.491820306412949, cost: 0.0008294110427703449, fitness inc: 0.00829411042770345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.786192176706674, cost: 3.819402463967059e-05, fitness inc: 3.819402463967059e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.0045274747437, cost: 0.00023541213125144456, fitness inc: 0.00023541213125144456 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.551700208187947, cost: 1.8888972470709753e-05, fitness inc: 0.00018888972470709753 Fitness: 0.010618375307070771 - Evaluating [14.965847434953254, 3.147232295253463, 154.60681091935322, 24.731084959099203, 11.317743572028752] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.28357725034427, cost: 6.151029063783398e-05, fitness inc: 6.151029063783398e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6480925950879795, cost: 0.0017028182934002434, fitness inc: 0.0017028182934002434 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.430813138860493, cost: 8.398314107038729e-06, fitness inc: 8.398314107038729e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.79532622382977, cost: 0.002390556729397586, fitness inc: 0.002390556729397586 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.575689991635653, cost: 1.3726081586673544e-05, fitness inc: 0.00013726081586673544 Fitness: 0.01285492682176792 - Evaluating [14.646971472119004, 3.619965199256668, 154.7430604050195, 25.929044299330887, 10.250189177493976] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.897152978707823, cost: 3.9453132494315923e-07, fitness inc: 3.9453132494315923e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.396771196511032, cost: 0.000339463807728535, fitness inc: 0.000339463807728535 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.462453147213715, cost: 0.0008619779264389393, fitness inc: 0.008619779264389393 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.5171149688245, cost: 5.700415825093952e-05, fitness inc: 5.700415825093952e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.016740009530078, cost: 0.0009169093052320276, fitness inc: 0.0009169093052320276 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.534800055347191, cost: 2.3019844876959183e-05, fitness inc: 0.00023019844876959183 Fitness: 0.01016374951569543 - Evaluating [17.05672149629469, 3.3103965846692573, 152.22718643300695, 27.32512527989094, 10.310907820288117] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.367617307716614, cost: 0.00020924154768220404, fitness inc: 0.00020924154768220404 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.745803311849097, cost: 0.0028367786782954596, fitness inc: 0.0028367786782954596 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.569438969910994, cost: 0.0007463474840105899, fitness inc: 0.007463474840105899 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.67801627401795, cost: 1.1919322020936818e-05, fitness inc: 1.1919322020936818e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.05620109687047, cost: 7.378477848707377e-07, fitness inc: 7.378477848707377e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.569479253688969, cost: 1.4983809822455285e-05, fitness inc: 0.00014983809822455285 Fitness: 0.010671990334113923 - Evaluating [16.741216463033915, 3.8630945565893655, 152.78949046628097, 27.429920953913385, 9.208277630178623] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.949480150958042, cost: 3.3658822057303084e-05, fitness inc: 3.3658822057303084e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.532922679602347, cost: 0.005952675083047865, fitness inc: 0.005952675083047865 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.545359340226805, cost: 0.0007716485722858435, fitness inc: 0.007716485722858435 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.8125787120511, cost: 9.103812027566605e-07, fitness inc: 9.103812027566605e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.396023809367712, cost: 0.00045455645568337477, fitness inc: 0.00045455645568337477 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.0143525831811957 >>>>> Evaluating: >>>>> [16.14825521176087, 2.8525015254729196, 154.26164152077047, 26.186455644994787, 9.450337643304861] >>>>> [16.096057591951865, 4.136040498698993, 153.77146461245687, 27.01602358018695, 10.966316124913464] >>>>> [16.373979700429665, 3.0857815223559424, 154.0731052087186, 27.347949593650792, 8.454049644230386] >>>>> [16.183616268379588, 3.9105237808866335, 152.42667924908477, 28.812402537746255, 11.978639692245208] >>>>> [15.89684934652641, 4.585329213502438, 154.1546178867749, 24.521818178144777, 12.48246759507453] >>>>> [15.59218242838538, 4.509531200239663, 154.62704057756093, 25.634181526152684, 11.367354916849829] >>>>> [17.022015645782144, 5.01268906533343, 156.31464989230784, 28.405963648751044, 10.205343770810185] >>>>> [17.445859976065556, 3.7755275677320816, 154.51725467118155, 27.802738936549453, 10.17595021692645] >>>>> [15.657287463221106, 3.5349064787305866, 155.07609809502236, 27.67820711728319, 8.920277203750924] >>>>> [16.153728697443338, 4.164540376239771, 153.7603999199648, 26.799809776484732, 9.519530036837013] >> Running individual: {'amp': 16.14825521176087, 'amp_increment': 2.8525015254729196, 'period': 154.26164152077047, 'period_increment': 26.186455644994787, 'offset': 9.450337643304861} >> Running individual: {'amp': 16.096057591951865, 'amp_increment': 4.136040498698993, 'period': 153.77146461245687, 'period_increment': 27.01602358018695, 'offset': 10.966316124913464} >> Running individual: {'amp': 16.373979700429665, 'amp_increment': 3.0857815223559424, 'period': 154.0731052087186, 'period_increment': 27.347949593650792, 'offset': 8.454049644230386} >> Running individual: {'amp': 16.183616268379588, 'amp_increment': 3.9105237808866335, 'period': 152.42667924908477, 'period_increment': 28.812402537746255, 'offset': 11.978639692245208} >> Running individual: {'amp': 15.89684934652641, 'amp_increment': 4.585329213502438, 'period': 154.1546178867749, 'period_increment': 24.521818178144777, 'offset': 12.48246759507453} >> Running individual: {'amp': 15.59218242838538, 'amp_increment': 4.509531200239663, 'period': 154.62704057756093, 'period_increment': 25.634181526152684, 'offset': 11.367354916849829} >> Running individual: {'amp': 17.022015645782144, 'amp_increment': 5.01268906533343, 'period': 156.31464989230784, 'period_increment': 28.405963648751044, 'offset': 10.205343770810185} >> Running individual: {'amp': 17.445859976065556, 'amp_increment': 3.7755275677320816, 'period': 154.51725467118155, 'period_increment': 27.802738936549453, 'offset': 10.17595021692645} >> Running individual: {'amp': 15.657287463221106, 'amp_increment': 3.5349064787305866, 'period': 155.07609809502236, 'period_increment': 27.67820711728319, 'offset': 8.920277203750924} >> Running individual: {'amp': 16.153728697443338, 'amp_increment': 4.164540376239771, 'period': 153.7603999199648, 'period_increment': 26.799809776484732, 'offset': 9.519530036837013} - Evaluating [16.14825521176087, 2.8525015254729196, 154.26164152077047, 26.186455644994787, 9.450337643304861] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.59858088415808, cost: 1.3378487935922223e-05, fitness inc: 1.3378487935922223e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.6979077988156215, cost: 0.002683677802434392, fitness inc: 0.002683677802434392 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.482561908465256, cost: 0.0008396106798523872, fitness inc: 0.008396106798523872 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.451085787248736, cost: 6.219347956282206e-05, fitness inc: 6.219347956282206e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.550410366062078, cost: 4.715518134179586e-05, fitness inc: 4.715518134179586e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.01141534857571791 - Evaluating [16.096057591951865, 4.136040498698993, 153.77146461245687, 27.01602358018695, 10.966316124913464] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.06236275127948, cost: 0.00015877404824149455, fitness inc: 0.00015877404824149455 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.1297327687072825, cost: 1.5720077198411175e-05, fitness inc: 1.5720077198411175e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.19840225817311, cost: 3.723468060690127e-05, fitness inc: 3.723468060690127e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.265768283920547, cost: 0.0001257630665479903, fitness inc: 0.0001257630665479903 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.531738348775294, cost: 2.3811879740209818e-05, fitness inc: 0.00023811879740209818 Fitness: 0.008749609177710282 - Evaluating [16.373979700429665, 3.0857815223559424, 154.0731052087186, 27.347949593650792, 8.454049644230386] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.82802149438517, cost: 1.103588020301416e-06, fitness inc: 1.103588020301416e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.919916129489415, cost: 0.007895096615363695, fitness inc: 0.007895096615363695 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.490134994806923, cost: 0.0008312630598044102, fitness inc: 0.008312630598044102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.913800439263788, cost: 0.00011281958310360718, fitness inc: 0.00011281958310360718 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.005700507647969, cost: 0.0002359621079357499, fitness inc: 0.0002359621079357499 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.51267916207196, cost: 2.904354030242029e-05, fitness inc: 0.0002904354030242029 Fitness: 0.016848047895491658 - Evaluating [16.183616268379588, 3.9105237808866335, 152.42667924908477, 28.812402537746255, 11.978639692245208] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.16224515460129, cost: 0.00037319892952969447, fitness inc: 0.00037319892952969447 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.2049624261561105, cost: 0.0005895388735237539, fitness inc: 0.0005895388735237539 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.56081879018404, cost: 0.0007553565754345737, fitness inc: 0.007553565754345737 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.072768857341245, cost: 0.00011137868589350397, fitness inc: 0.00011137868589350397 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.115490001780369, cost: 0.0008279457881293917, fitness inc: 0.0008279457881293917 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.517241379309536, cost: 2.7743978565752947e-05, fitness inc: 0.00027743978565752947 Fitness: 0.00973306781707961 - Evaluating [15.89684934652641, 4.585329213502438, 154.1546178867749, 24.521818178144777, 12.48246759507453] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.3793041434279, cost: 0.00042616720925015006, fitness inc: 0.00042616720925015006 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4143741186075522, cost: 0.0023410065498816746, fitness inc: 0.0023410065498816746 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.486766995328559, cost: 0.0008349703833083755, fitness inc: 0.008349703833083755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.96463565248222, cost: 0.00022781816722627912, fitness inc: 0.00022781816722627912 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.999702316884613, cost: 0.0009327163539668559, fitness inc: 0.0009327163539668559 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.596753882747193, cost: 9.870964810199112e-06, fitness inc: 9.870964810199112e-05 Fitness: 0.012376121761510706 - Evaluating [15.59218242838538, 4.509531200239663, 154.62704057756093, 25.634181526152684, 11.367354916849829] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.95952666163741, cost: 0.00014333739641481102, fitness inc: 0.00014333739641481102 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.224818199406294, cost: 0.0005604741398220758, fitness inc: 0.0005604741398220758 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.467468632776163, cost: 0.0008563716824334655, fitness inc: 0.008563716824334655 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.46905740972587, cost: 5.595095446053744e-05, fitness inc: 5.595095446053744e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.734348276598594, cost: 0.00037361440121497225, fitness inc: 0.00037361440121497225 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.547850208043573, cost: 1.9794122276817205e-05, fitness inc: 0.00019794122276817205 Fitness: 0.009895034939015224 - Evaluating [17.022015645782144, 5.01268906533343, 156.31464989230784, 28.405963648751044, 10.205343770810185] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.227348471437974, cost: 0.00018518797846944768, fitness inc: 0.00018518797846944768 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.816659375367936, cost: 0.0030709935062140925, fitness inc: 0.0030709935062140925 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.397134083929436, cost: 0.0009366564226884755, fitness inc: 0.009366564226884755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.240038250479344, cost: 0.00013007746907145457, fitness inc: 0.00013007746907145457 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.82935069686306, cost: 0.0007802788287477602, fitness inc: 0.0007802788287477602 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.413452429285975, cost: 6.46660851510994e-05, fitness inc: 0.000646660851510994 Fitness: 0.014179762860898504 - Evaluating [17.445859976065556, 3.7755275677320816, 154.51725467118155, 27.802738936549453, 10.17595021692645] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.621798316593328, cost: 0.0002565672557948151, fitness inc: 0.0002565672557948151 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.269898291831219, cost: 0.004786216202378957, fitness inc: 0.004786216202378957 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.471654154801, cost: 0.0008517071259955822, fitness inc: 0.008517071259955822 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.39732767922746, cost: 5.0620890448382916e-05, fitness inc: 5.0620890448382916e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.045427245373286, cost: 0.0002549665713467153, fitness inc: 0.0002549665713467153 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.484711367063501, cost: 3.766025383811211e-05, fitness inc: 0.0003766025383811211 Fitness: 0.014242044718305813 - Evaluating [15.657287463221106, 3.5349064787305866, 155.07609809502236, 27.67820711728319, 8.920277203750924] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.577550505745318, cost: 6.6611267832694665e-06, fitness inc: 6.6611267832694665e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.737002700200165, cost: 0.0028083311946227596, fitness inc: 0.0028083311946227596 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.449116471042498, cost: 0.0008769742396114166, fitness inc: 0.008769742396114166 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.112461246010277, cost: 9.235746856750549e-05, fitness inc: 9.235746856750549e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.271909148608145, cost: 1.725530624940852e-05, fitness inc: 1.725530624940852e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.471956224349399, cost: 4.1961131940548846e-05, fitness inc: 0.00041961131940548846 Fitness: 0.012113958811742598 - Evaluating [16.153728697443338, 4.164540376239771, 153.7603999199648, 26.799809776484732, 9.519530036837013] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.67324592609643, cost: 1.6923868793261576e-05, fitness inc: 1.6923868793261576e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.634188714139408, cost: 0.002486528087894846, fitness inc: 0.002486528087894846 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.503642039541174, cost: 0.0008164778572132825, fitness inc: 0.008164778572132825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.83778936836411, cost: 6.819004219060787e-07, fitness inc: 6.819004219060787e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.798729293337711, cost: 0.0001488501254773844, fitness inc: 0.0001488501254773844 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537865152982715, cost: 2.224035026487936e-05, fitness inc: 0.0002224035026487936 Fitness: 0.011040166057369016 >>>>> Evaluating: >>>>> [15.584756648716327, 3.9889369816963747, 154.07870739368514, 28.932956983075663, 9.910976843958872] >>>>> [16.884788035457575, 3.986462682812281, 156.18310662698343, 27.48705059693103, 11.04240520716383] >>>>> [13.5982561642812, 4.947929866359879, 154.58283809056377, 25.608412154710386, 12.88881087956738] >>>>> [14.841975194351706, 4.839551009894411, 155.97640594473864, 26.55463552987115, 11.171739150203907] >>>>> [11.578200628282687, 4.577367209178794, 154.79549312630905, 24.303539718749253, 10.179246279209593] >>>>> [16.36816856175415, 3.737793234144266, 155.33161272889035, 26.59832924927993, 10.326776090763707] >>>>> [14.660049143002508, 4.030781638041229, 153.74302167280555, 26.457337186594856, 9.18678341988575] >>>>> [14.583257610148483, 4.1357295752181065, 155.3169703831201, 26.879867950375413, 9.246184845284796] >>>>> [14.792736716481112, 3.7134805819926084, 153.0114299226621, 26.61555663588555, 9.434475421703974] >>>>> [15.289167060952588, 3.710910138911878, 153.05725970683034, 25.689718768113057, 9.323344992243761] >> Running individual: {'amp': 15.584756648716327, 'amp_increment': 3.9889369816963747, 'period': 154.07870739368514, 'period_increment': 28.932956983075663, 'offset': 9.910976843958872} >> Running individual: {'amp': 16.884788035457575, 'amp_increment': 3.986462682812281, 'period': 156.18310662698343, 'period_increment': 27.48705059693103, 'offset': 11.04240520716383} >> Running individual: {'amp': 13.5982561642812, 'amp_increment': 4.947929866359879, 'period': 154.58283809056377, 'period_increment': 25.608412154710386, 'offset': 12.88881087956738} >> Running individual: {'amp': 14.841975194351706, 'amp_increment': 4.839551009894411, 'period': 155.97640594473864, 'period_increment': 26.55463552987115, 'offset': 11.171739150203907} >> Running individual: {'amp': 11.578200628282687, 'amp_increment': 4.577367209178794, 'period': 154.79549312630905, 'period_increment': 24.303539718749253, 'offset': 10.179246279209593} >> Running individual: {'amp': 16.36816856175415, 'amp_increment': 3.737793234144266, 'period': 155.33161272889035, 'period_increment': 26.59832924927993, 'offset': 10.326776090763707} >> Running individual: {'amp': 14.660049143002508, 'amp_increment': 4.030781638041229, 'period': 153.74302167280555, 'period_increment': 26.457337186594856, 'offset': 9.18678341988575} >> Running individual: {'amp': 14.583257610148483, 'amp_increment': 4.1357295752181065, 'period': 155.3169703831201, 'period_increment': 26.879867950375413, 'offset': 9.246184845284796} >> Running individual: {'amp': 14.792736716481112, 'amp_increment': 3.7134805819926084, 'period': 153.0114299226621, 'period_increment': 26.61555663588555, 'offset': 9.434475421703974} >> Running individual: {'amp': 15.289167060952588, 'amp_increment': 3.710910138911878, 'period': 153.05725970683034, 'period_increment': 25.689718768113057, 'offset': 9.323344992243761} - Evaluating [15.584756648716327, 3.9889369816963747, 154.07870739368514, 28.932956983075663, 9.910976843958872] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.495724349361126, cost: 9.176095707941201e-06, fitness inc: 9.176095707941201e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.673766134453541, cost: 0.0004235848646275686, fitness inc: 0.0004235848646275686 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.490134994806923, cost: 0.0008312630598044102, fitness inc: 0.008312630598044102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.48466082562963, cost: 6.884370166937437e-06, fitness inc: 6.884370166937437e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.66270994175381, cost: 2.653946376407479e-05, fitness inc: 2.653946376407479e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.464480874316133, cost: 4.458976816101856e-05, fitness inc: 0.0004458976816101856 Fitness: 0.00922471307392081 - Evaluating [16.884788035457575, 3.986462682812281, 156.18310662698343, 27.48705059693103, 11.04240520716383] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.92718169804238, cost: 0.0003197959250910154, fitness inc: 0.0003197959250910154 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.842371126729666, cost: 0.000661931776181568, fitness inc: 0.000661931776181568 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4020486555688185, cost: 0.0009309300357590589, fitness inc: 0.009309300357590589 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.913648541135984, cost: 9.493644421798564e-05, fitness inc: 9.493644421798564e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.828832611273874, cost: 6.833687493545959e-06, fitness inc: 6.833687493545959e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.444399074451352, cost: 5.204668233038667e-05, fitness inc: 0.0005204668233038667 Fitness: 0.01091326501387857 - Evaluating [13.5982561642812, 4.947929866359879, 154.58283809056377, 25.608412154710386, 12.88881087956738] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.48705730590586, cost: 8.255542923407688e-05, fitness inc: 8.255542923407688e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.7094352603565159, cost: 0.01689140701045566, fitness inc: 0.01689140701045566 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.434984823427033, cost: 5.3385848024278815e-05, fitness inc: 5.3385848024278815e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.657365838983905, cost: 0.004380995481487737, fitness inc: 0.004380995481487737 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.030157022863906202 - Evaluating [14.841975194351706, 4.839551009894411, 155.97640594473864, 26.55463552987115, 11.171739150203907] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.013705876817923, cost: 3.836597780959572e-05, fitness inc: 3.836597780959572e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6702264071026023, cost: 0.0016476058836577545, fitness inc: 0.0016476058836577545 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.41107834337639, cost: 0.0009204544151937277, fitness inc: 0.009204544151937277 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.853253844408176, cost: 1.8876276238755096e-05, fitness inc: 1.8876276238755096e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.509780030936334, cost: 0.0005178888765746681, fitness inc: 0.0005178888765746681 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.477951246233103, cost: 3.9910730842418474e-05, fitness inc: 0.00039910730842418474 Fitness: 0.011826388474642235 - Evaluating [11.578200628282687, 4.577367209178794, 154.79549312630905, 24.303539718749253, 10.179246279209593] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.75744487732563, cost: 0.0003923647863848245, fitness inc: 0.0003923647863848245 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.3989517377056806, cost: 0.011958226358840252, fitness inc: 0.011958226358840252 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.459948320412469, cost: 0.0008647846196869757, fitness inc: 0.008647846196869757 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.33480675564453, cost: 0.00034815296581158783, fitness inc: 0.00034815296581158783 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.976316577794262, cost: 0.0037634202648457737, fitness inc: 0.0037634202648457737 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5834729201555255, cost: 1.222779126675011e-05, fitness inc: 0.0001222779126675011 Fitness: 0.025232288485419696 - Evaluating [16.36816856175415, 3.737793234144266, 155.33161272889035, 26.59832924927993, 10.326776090763707] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.694933805884983, cost: 0.0001072461216830023, fitness inc: 0.0001072461216830023 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.0413815054272275, cost: 0.0010112646612870924, fitness inc: 0.0010112646612870924 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.437491953134093, cost: 0.0008901505394633968, fitness inc: 0.008901505394633968 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.432730624814628, cost: 4.855489830313253e-06, fitness inc: 4.855489830313253e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.77917304039406, cost: 1.1375017151538103e-05, fitness inc: 1.1375017151538103e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.496770647243937, cost: 3.3807798464291494e-05, fitness inc: 0.00033807798464291494 Fitness: 0.01037432466922883 - Evaluating [14.660049143002508, 4.030781638041229, 153.74302167280555, 26.457337186594856, 9.18678341988575] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.846820488574732, cost: 4.9640369631398507e-05, fitness inc: 4.9640369631398507e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.473255896915696, cost: 0.00020904184168946127, fitness inc: 0.00020904184168946127 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.503642039541172, cost: 0.0008164778572132825, fitness inc: 0.008164778572132825 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.877586703498604, cost: 0.00011676998379428483, fitness inc: 0.00011676998379428483 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.504020063933456, cost: 5.738870656490924e-05, fitness inc: 5.738870656490924e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.008791916190158844 - Evaluating [14.583257610148483, 4.1357295752181065, 155.3169703831201, 26.879867950375413, 9.246184845284796] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.829432616682265, cost: 5.1148615647145235e-05, fitness inc: 5.1148615647145235e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.337063104021435, cost: 0.00010605800328411519, fitness inc: 0.00010605800328411519 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.438320885911988, cost: 0.0008892077061257719, fitness inc: 0.00889207706125772 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.965151335826597, cost: 0.00010733443287391786, fitness inc: 0.00010733443287391786 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.472783126701668, cost: 6.484506472892448e-05, fitness inc: 6.484506472892448e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.488474204170434, cost: 3.643587543766813e-05, fitness inc: 0.0003643587543766813 Fitness: 0.009585821932168503 - Evaluating [14.792736716481112, 3.7134805819926084, 153.0114299226621, 26.61555663588555, 9.434475421703974] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.227203086095628, cost: 2.229288328858825e-05, fitness inc: 2.229288328858825e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.35825448221437, cost: 0.00011980945345413385, fitness inc: 0.00011980945345413385 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.535947712417327, cost: 0.000781651977750597, fitness inc: 0.00781651977750597 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.940685715792064, cost: 0.00010993073578224877, fitness inc: 0.00010993073578224877 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.071732591187775, cost: 0.00020100567995007257, fitness inc: 0.00020100567995007257 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.567153792622711, cost: 1.5468919487227062e-05, fitness inc: 0.00015468919487227062 Fitness: 0.008424247724853284 - Evaluating [15.289167060952588, 3.710910138911878, 153.05725970683034, 25.689718768113057, 9.323344992243761] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.61249922881262, cost: 5.6044748678596434e-06, fitness inc: 5.6044748678596434e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.965811883664563, cost: 0.0008699508581084814, fitness inc: 0.0008699508581084814 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.533385600417164, cost: 0.0007843863183459865, fitness inc: 0.007843863183459865 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.323415223594626, cost: 7.286817659490907e-05, fitness inc: 7.286817659490907e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.676718000866291, cost: 2.4380659552458717e-05, fitness inc: 2.4380659552458717e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5947185856542365, cost: 1.0215792093482001e-05, fitness inc: 0.00010215792093482001 Fitness: 0.008918825273518394 >>>>> Evaluating: >>>>> [14.679301447269738, 5.46112092185017, 157.32541289437827, 26.497824721344422, 12.573125246865002] >>>>> [16.22570056334734, 5.023167485501281, 155.05310498377804, 24.772742954457875, 10.550140602172362] >>>>> [14.07396735852188, 4.068887696307197, 152.37369265022767, 24.875119438687065, 8.696904766875448] >>>>> [14.9917731122401, 3.442876972272486, 154.34620719030096, 26.618626644880653, 10.971566578895946] >>>>> [16.260412953483197, 3.896856975581653, 153.09652195970207, 27.274657993417822, 9.331363707508263] >>>>> [14.41833047851961, 5.116059945994998, 151.63983084151815, 26.616168669248673, 11.552935876340166] >>>>> [15.296983954491187, 5.249234314221234, 152.9869668900406, 24.611647550519454, 11.353904058876989] >>>>> [15.978120930785416, 4.157950094409675, 153.73794768903633, 25.13411075314769, 10.452446785536491] >>>>> [15.603009176353666, 5.117537775641263, 156.4858402173347, 26.804800610887085, 9.483825721434057] >>>>> [14.456416362330062, 4.141111008928185, 154.44937543125403, 27.041523720337615, 9.659926400604794] >> Running individual: {'amp': 14.679301447269738, 'amp_increment': 5.46112092185017, 'period': 157.32541289437827, 'period_increment': 26.497824721344422, 'offset': 12.573125246865002} >> Running individual: {'amp': 16.22570056334734, 'amp_increment': 5.023167485501281, 'period': 155.05310498377804, 'period_increment': 24.772742954457875, 'offset': 10.550140602172362} >> Running individual: {'amp': 14.07396735852188, 'amp_increment': 4.068887696307197, 'period': 152.37369265022767, 'period_increment': 24.875119438687065, 'offset': 8.696904766875448} >> Running individual: {'amp': 14.9917731122401, 'amp_increment': 3.442876972272486, 'period': 154.34620719030096, 'period_increment': 26.618626644880653, 'offset': 10.971566578895946} >> Running individual: {'amp': 16.260412953483197, 'amp_increment': 3.896856975581653, 'period': 153.09652195970207, 'period_increment': 27.274657993417822, 'offset': 9.331363707508263} >> Running individual: {'amp': 14.41833047851961, 'amp_increment': 5.116059945994998, 'period': 151.63983084151815, 'period_increment': 26.616168669248673, 'offset': 11.552935876340166} >> Running individual: {'amp': 15.296983954491187, 'amp_increment': 5.249234314221234, 'period': 152.9869668900406, 'period_increment': 24.611647550519454, 'offset': 11.353904058876989} >> Running individual: {'amp': 15.978120930785416, 'amp_increment': 4.157950094409675, 'period': 153.73794768903633, 'period_increment': 25.13411075314769, 'offset': 10.452446785536491} >> Running individual: {'amp': 15.603009176353666, 'amp_increment': 5.117537775641263, 'period': 156.4858402173347, 'period_increment': 26.804800610887085, 'offset': 9.483825721434057} >> Running individual: {'amp': 14.456416362330062, 'amp_increment': 4.141111008928185, 'period': 154.44937543125403, 'period_increment': 27.041523720337615, 'offset': 9.659926400604794} - Evaluating [14.679301447269738, 5.46112092185017, 157.32541289437827, 26.497824721344422, 12.573125246865002] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.252414897953173, cost: 0.00018937873481317258, fitness inc: 0.00018937873481317258 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.106168832973157, cost: 0.007755253077330271, fitness inc: 0.007755253077330271 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.355662895639054, cost: 0.0009856752277594971, fitness inc: 0.009856752277594971 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.713534848526606, cost: 0.00019086813523694346, fitness inc: 0.00019086813523694346 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.567287026200184, cost: 0.0013789563971695618, fitness inc: 0.0013789563971695618 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.440696409139566, cost: 5.3484493435451697e-05, fitness inc: 0.000534844934354517 Fitness: 0.019906053556499437 - Evaluating [16.22570056334734, 5.023167485501281, 155.05310498377804, 24.772742954457875, 10.550140602172362] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.775831221438178, cost: 0.000117726390435835, fitness inc: 0.000117726390435835 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.675545804450955, cost: 0.000425824402294106, fitness inc: 0.000425824402294106 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.44994840041183, cost: 0.000876035011528109, fitness inc: 0.00876035011528109 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.79899556841018, cost: 8.390242550526672e-05, fitness inc: 8.390242550526672e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.69871616783847, cost: 0.00011391259799842235, fitness inc: 0.00011391259799842235 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.560962046433223, cost: 1.679824794620366e-05, fitness inc: 0.0001679824794620366 Fitness: 0.009669698410976757 - Evaluating [14.07396735852188, 4.068887696307197, 152.37369265022767, 24.875119438687065, 8.696904766875448] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.770862967360298, cost: 0.00018546968401544905, fitness inc: 0.00018546968401544905 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.377050081336552, cost: 0.00013270722634939336, fitness inc: 0.00013270722634939336 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.562541015880375, cost: 0.000753552338380814, fitness inc: 0.00753552338380814 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.83974947815977, cost: 0.0002588552280426981, fitness inc: 0.0002588552280426981 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.445941107073155, cost: 7.161595987681402e-05, fitness inc: 7.161595987681402e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.641430666816197, cost: 3.792892434795192e-06, fitness inc: 3.792892434795192e-05 Fitness: 0.008222100406440447 - Evaluating [14.9917731122401, 3.442876972272486, 154.34620719030096, 26.618626644880653, 10.971566578895946] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.96333253084488, cost: 3.464802886221641e-05, fitness inc: 3.464802886221641e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.020194053763476, cost: 0.0008951467080153819, fitness inc: 0.0008951467080153819 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.47920176234191, cost: 0.0008433278067609962, fitness inc: 0.008433278067609962 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.406208088942385, cost: 9.140135852736542e-06, fitness inc: 9.140135852736542e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.463075745707509, cost: 0.0014994495570539446, fitness inc: 0.0014994495570539446 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.525625086337082, cost: 2.543339804328415e-05, fitness inc: 0.0002543339804328415 Fitness: 0.011125996477827083 - Evaluating [16.260412953483197, 3.896856975581653, 153.09652195970207, 27.274657993417822, 9.331363707508263] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.591759817436113, cost: 1.307534666017407e-05, fitness inc: 1.307534666017407e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.929046193953216, cost: 0.0034613517763145696, fitness inc: 0.0034613517763145696 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.48862597740635, cost: 6.7788316541195215e-06, fitness inc: 6.7788316541195215e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.825894527931755, cost: 0.00015914519585735754, fitness inc: 0.00015914519585735754 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.544005544004734, cost: 2.0719154836812415e-05, fitness inc: 0.00020719154836812415 Fitness: 0.011709649349833096 - Evaluating [14.41833047851961, 5.116059945994998, 151.63983084151815, 26.616168669248673, 11.552935876340166] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.971256907420692, cost: 3.522035457415029e-05, fitness inc: 3.522035457415029e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.865383674385446, cost: 0.004234697298229229, fitness inc: 0.004234697298229229 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5945660775511215, cost: 0.0007203944447768951, fitness inc: 0.007203944447768951 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.08731542834519, cost: 3.0651994688213335e-05, fitness inc: 3.0651994688213335e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.981444257696188, cost: 0.0009498051490919313, fitness inc: 0.0009498051490919313 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6104129263904765, cost: 7.709977493775e-06, fitness inc: 7.709977493775e-05 Fitness: 0.012531419019290224 - Evaluating [15.296983954491187, 5.249234314221234, 152.9869668900406, 24.611647550519454, 11.353904058876989] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.650879035411947, cost: 0.00010174419839625859, fitness inc: 0.00010174419839625859 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.9430727505114143, cost: 0.0010414627134187615, fitness inc: 0.0010414627134187615 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.535947712417328, cost: 0.000781651977750597, fitness inc: 0.00781651977750597 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.90012206891136, cost: 9.359923371976553e-05, fitness inc: 9.359923371976553e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.19231397378529, cost: 0.00015218223849400303, fitness inc: 0.00015218223849400303 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.630630630629724, cost: 5.000752797079677e-06, fitness inc: 5.000752797079677e-05 Fitness: 0.009255515689505556 - Evaluating [15.978120930785416, 4.157950094409675, 153.73794768903633, 25.13411075314769, 10.452446785536491] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.430556222613756, cost: 7.640184685653306e-05, fitness inc: 7.640184685653306e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.525664135070213, cost: 0.00025788611713839504, fitness inc: 0.00025788611713839504 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5044880967858125, cost: 0.0008155561429782354, fitness inc: 0.008155561429782354 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.588510490220717, cost: 8.980226471888564e-06, fitness inc: 8.980226471888564e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.68361064669584, cost: 2.3352032465839834e-05, fitness inc: 2.3352032465839834e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.59033989266457, cost: 1.0977713607585038e-05, fitness inc: 0.00010977713607585038 Fitness: 0.008631958788790861 - Evaluating [15.603009176353666, 5.117537775641263, 156.4858402173347, 26.804800610887085, 9.483825721434057] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.086825098840006, cost: 2.817491796536231e-07, fitness inc: 2.817491796536231e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.119171657567251, cost: 0.0011677979666411265, fitness inc: 0.0011677979666411265 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.389776357826513, cost: 0.0009452622655041765, fitness inc: 0.009452622655041765 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.204370351433568, cost: 1.0831970771452148e-06, fitness inc: 1.0831970771452148e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.236702507708731, cost: 0.00035676129735573436, fitness inc: 0.00035676129735573436 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.455537370430183, cost: 4.783956953380297e-05, fitness inc: 0.0004783956953380297 Fitness: 0.011456942560633454 - Evaluating [14.456416362330062, 4.141111008928185, 154.44937543125403, 27.041523720337615, 9.659926400604794] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.11633266797968, cost: 2.9148538734702356e-05, fitness inc: 2.9148538734702356e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.796480973470938, cost: 3.863990493202518e-05, fitness inc: 3.863990493202518e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.474168069402113, cost: 0.0008489116005038211, fitness inc: 0.00848911600503821 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.25743701503644, cost: 7.871580243257181e-05, fitness inc: 7.871580243257181e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.937599124486598, cost: 0.0002632786972476264, fitness inc: 0.0002632786972476264 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.510400881663333, cost: 2.9703650095691536e-05, fitness inc: 0.00029703650095691536 Fitness: 0.009195935449342052 >>>>> Evaluating: >>>>> [15.426764984175119, 3.4061030043593123, 152.50790533629873, 27.930120739764895, 11.656130466359278] >>>>> [15.225535603822431, 5.873279561693208, 154.2896787069122, 26.29526432789568, 10.728240157876693] >>>>> [11.647747507374861, 3.411089159002929, 155.4671952875115, 26.136659465484907, 11.034307871856077] >>>>> [15.000741691089313, 4.482992977376297, 153.71079613007794, 26.262214847362838, 8.396198538992197] >>>>> [14.289783855726911, 3.622916726229239, 152.55263763672104, 26.907809680959133, 8.982498289135949] >>>>> [14.922683644274867, 3.1754083232740458, 151.9219127469173, 28.20008789392292, 9.101632413317187] >>>>> [14.159473368489346, 3.1324083513831766, 152.5961743873878, 27.108535112999455, 9.481531284560248] >>>>> [13.562075085563679, 3.930889585480913, 156.42990320379508, 25.564118155667778, 8.809190346756946] >>>>> [15.286821466105666, 5.59204358782471, 152.43022331504037, 25.34769698001912, 11.788399164924877] >>>>> [17.13748208857279, 5.884900222352416, 152.47362284298646, 27.83285216438476, 9.68355225635571] >> Running individual: {'amp': 15.426764984175119, 'amp_increment': 3.4061030043593123, 'period': 152.50790533629873, 'period_increment': 27.930120739764895, 'offset': 11.656130466359278} >> Running individual: {'amp': 15.225535603822431, 'amp_increment': 5.873279561693208, 'period': 154.2896787069122, 'period_increment': 26.29526432789568, 'offset': 10.728240157876693} >> Running individual: {'amp': 11.647747507374861, 'amp_increment': 3.411089159002929, 'period': 155.4671952875115, 'period_increment': 26.136659465484907, 'offset': 11.034307871856077} >> Running individual: {'amp': 15.000741691089313, 'amp_increment': 4.482992977376297, 'period': 153.71079613007794, 'period_increment': 26.262214847362838, 'offset': 8.396198538992197} >> Running individual: {'amp': 14.289783855726911, 'amp_increment': 3.622916726229239, 'period': 152.55263763672104, 'period_increment': 26.907809680959133, 'offset': 8.982498289135949} >> Running individual: {'amp': 14.922683644274867, 'amp_increment': 3.1754083232740458, 'period': 151.9219127469173, 'period_increment': 28.20008789392292, 'offset': 9.101632413317187} >> Running individual: {'amp': 14.159473368489346, 'amp_increment': 3.1324083513831766, 'period': 152.5961743873878, 'period_increment': 27.108535112999455, 'offset': 9.481531284560248} >> Running individual: {'amp': 13.562075085563679, 'amp_increment': 3.930889585480913, 'period': 156.42990320379508, 'period_increment': 25.564118155667778, 'offset': 8.809190346756946} >> Running individual: {'amp': 15.286821466105666, 'amp_increment': 5.59204358782471, 'period': 152.43022331504037, 'period_increment': 25.34769698001912, 'offset': 11.788399164924877} >> Running individual: {'amp': 17.13748208857279, 'amp_increment': 5.884900222352416, 'period': 152.47362284298646, 'period_increment': 27.83285216438476, 'offset': 9.68355225635571} - Evaluating [15.426764984175119, 3.4061030043593123, 152.50790533629873, 27.930120739764895, 11.656130466359278] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.082875718896492, cost: 0.00016194761074439512, fitness inc: 0.00016194761074439512 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.77063212511746, cost: 0.001408520301463767, fitness inc: 0.001408520301463767 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.488987977183786, cost: 6.199920520311153e-06, fitness inc: 6.199920520311153e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.176728060155921, cost: 0.0018563853224560223, fitness inc: 0.0018563853224560223 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.011244614280443876 - Evaluating [15.225535603822431, 5.873279561693208, 154.2896787069122, 26.29526432789568, 10.728240157876693] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.953759678007213, cost: 3.3962896527572894e-05, fitness inc: 3.3962896527572894e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.497290601597926, cost: 0.000235773369978709, fitness inc: 0.000235773369978709 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.481721545241448, cost: 0.000840539555030051, fitness inc: 0.00840539555030051 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.827046213360923, cost: 8.653902739441666e-05, fitness inc: 8.653902739441666e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.3705682738772, cost: 3.204628356723305e-05, fitness inc: 3.204628356723305e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.009018057586848038 - Evaluating [11.647747507374861, 3.411089159002929, 155.4671952875115, 26.136659465484907, 11.034307871856077] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.682048193344162, cost: 0.00020054062469709866, fitness inc: 0.00020054062469709866 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -0.6134324416575172, cost: 0.01764228888017383, fitness inc: 0.01764228888017383 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.4325228354551, cost: 0.0008958128906272345, fitness inc: 0.008958128906272345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.093143592383154, cost: 0.0003955588630610851, fitness inc: 0.0003955588630610851 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.024527513856595, cost: 0.008262588016526018, fitness inc: 0.008262588016526018 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.506607929514611, cost: 3.081907383151172e-05, fitness inc: 0.00030819073831511723 Fitness: 0.03576729602904549 - Evaluating [15.000741691089313, 4.482992977376297, 153.71079613007794, 26.262214847362838, 8.396198538992197] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.39692465826067, cost: 9.59265776289131e-05, fitness inc: 9.59265776289131e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.604537616388803, cost: 0.0023973313211698155, fitness inc: 0.0023973313211698155 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.505334374185862, cost: 0.0008146347083806127, fitness inc: 0.008146347083806127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.879925861680057, cost: 0.0001165127621872708, fitness inc: 0.0001165127621872708 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.087526389038002, cost: 0.00027590850590897276, fitness inc: 0.00027590850590897276 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.556327267675257, cost: 1.7829158580839888e-05, fitness inc: 0.00017829158580839888 Fitness: 0.011210317836509498 - Evaluating [14.289783855726911, 3.622916726229239, 152.55263763672104, 26.907809680959133, 8.982498289135949] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.272270393540946, cost: 0.00011142374582062686, fitness inc: 0.00011142374582062686 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.307278357668448, cost: 8.814639837462224e-05, fitness inc: 8.814639837462224e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5547981122171715, cost: 0.0007616808694986821, fitness inc: 0.007616808694986821 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.895189491164263, cost: 0.00024985489847773046, fitness inc: 0.00024985489847773046 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.930193152949998, cost: 0.00026696123913783065, fitness inc: 0.00026696123913783065 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.57258289216971, cost: 1.4348405786623886e-05, fitness inc: 0.00014348405786623886 Fitness: 0.00847667903466387 - Evaluating [14.922683644274867, 3.1754083232740458, 151.9219127469173, 28.20008789392292, 9.101632413317187] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.02430706352314, cost: 3.5535884340576196e-05, fitness inc: 3.5535884340576196e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.821037243058679, cost: 0.0006288508403116122, fitness inc: 0.0006288508403116122 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.582411795680962, cost: 0.0007328910194892568, fitness inc: 0.007328910194892568 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.199715150967258, cost: 0.000203255053614404, fitness inc: 0.000203255053614404 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.9964513156099, cost: 0.00023492354443443997, fitness inc: 0.00023492354443443997 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.551700208187947, cost: 1.8888972470709753e-05, fitness inc: 0.00018888972470709753 Fitness: 0.008620365242300698 - Evaluating [14.159473368489346, 3.1324083513831766, 152.5961743873878, 27.108535112999455, 9.481531284560248] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.640985432392938, cost: 6.89424030239083e-05, fitness inc: 6.89424030239083e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.677924632209066, cost: 9.678102681343059e-05, fitness inc: 9.678102681343059e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553079947574388, cost: 0.0007634905038069739, fitness inc: 0.007634905038069739 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.773399142993878, cost: 0.00026983595567608987, fitness inc: 0.00026983595567608987 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.810348432037415, cost: 0.0011174581010156004, fitness inc: 0.0011174581010156004 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675873, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.009347535948915242 - Evaluating [13.562075085563679, 3.930889585480913, 156.42990320379508, 25.564118155667778, 8.809190346756946] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.371256106084658, cost: 0.00025790947127468655, fitness inc: 0.00025790947127468655 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.752874176526408, cost: 5.697574278507034e-05, fitness inc: 5.697574278507034e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.3922270519039195, cost: 0.0009423914930333233, fitness inc: 0.009423914930333233 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.302152386065995, cost: 0.00035438205803350886, fitness inc: 0.00035438205803350886 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.683770760964336, cost: 0.00040406000879444903, fitness inc: 0.00040406000879444903 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.494505494504688, cost: 3.4515573919979836e-05, fitness inc: 0.00034515573919979836 Fitness: 0.010842397950420746 - Evaluating [15.286821466105666, 5.59204358782471, 152.43022331504037, 25.34769698001912, 11.788399164924877] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.075209746588015, cost: 0.0001607579344523602, fitness inc: 0.0001607579344523602 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4984097884873897, cost: 0.00209994300282601, fitness inc: 0.00209994300282601 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.559958016267722, cost: 0.0007562591456441448, fitness inc: 0.007562591456441448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.66725109790724, cost: 0.00018441379770017807, fitness inc: 0.00018441379770017807 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.090454220935278, cost: 0.0001929808055165516, fitness inc: 0.0001929808055165516 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624929688377989, cost: 5.705557618251866e-06, fitness inc: 5.7055576182518664e-05 Fitness: 0.010257742573119066 - Evaluating [17.13748208857279, 5.884900222352416, 152.47362284298646, 27.83285216438476, 9.68355225635571] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.821025923272895, cost: 0.0001237939726771442, fitness inc: 0.0001237939726771442 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.453914237390895, cost: 0.005589157992087479, fitness inc: 0.005589157992087479 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.55823714585422, cost: 0.0007580651877636679, fitness inc: 0.007580651877636679 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.70593187417419, cost: 0.00018980027327830662, fitness inc: 0.00018980027327830662 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.338806487321426, cost: 0.002594431771946737, fitness inc: 0.002594431771946737 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.546311702716883, cost: 2.016175415564536e-05, fitness inc: 0.00020161754155645362 Fitness: 0.0162794534291828 >>>>> Evaluating: >>>>> [12.686350159571404, 3.0478019581299374, 152.18698486593118, 24.49934975079894, 9.237245851243479] >>>>> [15.702390537309649, 3.0832928685081367, 152.5113660130853, 26.758407784648302, 8.960989456512152] >>>>> [14.750555361602412, 4.478785839494714, 154.82974253472636, 24.176109195734462, 9.510120439541698] >>>>> [15.222443627654336, 6.385682823351888, 153.05102463573886, 24.693598374530477, 10.246940060800759] >>>>> [15.832941763100246, 4.581541489542057, 153.61856496685996, 26.742147431314, 10.692924413310662] >>>>> [15.46087451447222, 3.1103508019478756, 153.33270492298055, 25.888880654481103, 10.581625060445099] >>>>> [14.858801963982147, 4.30206298818943, 152.25156033290784, 28.411675473580996, 8.544913729586618] >>>>> [15.526298989741381, 5.090510134477934, 150.06167114167073, 27.47647016073886, 10.065901400025895] >>>>> [14.634112875022984, 4.429639679716226, 153.09804149090525, 28.35373726160361, 10.200823343705828] >>>>> [14.786353880272353, 4.67529312697254, 153.0598647743594, 26.69025553775322, 11.010416421250623] >> Running individual: {'amp': 12.686350159571404, 'amp_increment': 3.0478019581299374, 'period': 152.18698486593118, 'period_increment': 24.49934975079894, 'offset': 9.237245851243479} >> Running individual: {'amp': 15.702390537309649, 'amp_increment': 3.0832928685081367, 'period': 152.5113660130853, 'period_increment': 26.758407784648302, 'offset': 8.960989456512152} >> Running individual: {'amp': 14.750555361602412, 'amp_increment': 4.478785839494714, 'period': 154.82974253472636, 'period_increment': 24.176109195734462, 'offset': 9.510120439541698} >> Running individual: {'amp': 15.222443627654336, 'amp_increment': 6.385682823351888, 'period': 153.05102463573886, 'period_increment': 24.693598374530477, 'offset': 10.246940060800759} >> Running individual: {'amp': 15.832941763100246, 'amp_increment': 4.581541489542057, 'period': 153.61856496685996, 'period_increment': 26.742147431314, 'offset': 10.692924413310662} >> Running individual: {'amp': 15.46087451447222, 'amp_increment': 3.1103508019478756, 'period': 153.33270492298055, 'period_increment': 25.888880654481103, 'offset': 10.581625060445099} >> Running individual: {'amp': 14.858801963982147, 'amp_increment': 4.30206298818943, 'period': 152.25156033290784, 'period_increment': 28.411675473580996, 'offset': 8.544913729586618} >> Running individual: {'amp': 15.526298989741381, 'amp_increment': 5.090510134477934, 'period': 150.06167114167073, 'period_increment': 27.47647016073886, 'offset': 10.065901400025895} >> Running individual: {'amp': 14.634112875022984, 'amp_increment': 4.429639679716226, 'period': 153.09804149090525, 'period_increment': 28.35373726160361, 'offset': 10.200823343705828} >> Running individual: {'amp': 14.786353880272353, 'amp_increment': 4.67529312697254, 'period': 153.0598647743594, 'period_increment': 26.69025553775322, 'offset': 11.010416421250623} - Evaluating [12.686350159571404, 3.0478019581299374, 152.18698486593118, 24.49934975079894, 9.237245851243479] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.923588486186613, cost: 0.00035319982083859003, fitness inc: 0.00035319982083859003 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.449098325244954, cost: 0.0022398202731838124, fitness inc: 0.0022398202731838124 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.570302233901786, cost: 0.0007454482432959209, fitness inc: 0.0074544824329592085 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.971388402857347, cost: 0.000655150694879536, fitness inc: 0.000655150694879536 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.4969009763578125, cost: 0.0028551876453725145, fitness inc: 0.0028551876453725145 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659950192437397, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-05 Fitness: 0.013578937816153713 - Evaluating [15.702390537309649, 3.0832928685081367, 152.5113660130853, 26.758407784648302, 8.960989456512152] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.663364110646608, cost: 4.22955974221928e-06, fitness inc: 4.22955974221928e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.741394160133866, cost: 0.0028225085752588974, fitness inc: 0.0028225085752588974 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.746665833692038, cost: 0.0001316184660026254, fitness inc: 0.0001316184660026254 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.82468175304854, cost: 7.169205506696308e-06, fitness inc: 7.169205506696308e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.578022590990681, cost: 1.326794916345353e-05, fitness inc: 0.0001326794916345353 Fitness: 0.01069692959748525 - Evaluating [14.750555361602412, 4.478785839494714, 154.82974253472636, 24.176109195734462, 9.510120439541698] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.260665349376335, cost: 2.0404032949339346e-05, fitness inc: 2.0404032949339346e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.240423170731543, cost: 5.396912064747905e-05, fitness inc: 5.396912064747905e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.458279514336413, cost: 0.0008666570656774564, fitness inc: 0.008666570656774564 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.73944683817625, cost: 4.119243304478992e-05, fitness inc: 4.119243304478992e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.719206330918581, cost: 1.8392743934003697e-05, fitness inc: 1.8392743934003697e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770045, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.008917045008510427 - Evaluating [15.222443627654336, 6.385682823351888, 153.05102463573886, 24.693598374530477, 10.246940060800759] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.469374100883343, cost: 8.226606957206783e-06, fitness inc: 8.226606957206783e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.975491967355686, cost: 5.584458334650932e-07, fitness inc: 5.584458334650932e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.534239414531176, cost: 0.0007834745805522791, fitness inc: 0.007834745805522791 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.855055050039198, cost: 8.921238636949713e-05, fitness inc: 8.921238636949713e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.361174942033966, cost: 0.0004321557707650525, fitness inc: 0.0004321557707650525 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.625562556254718, cost: 5.625024563915559e-06, fitness inc: 5.6250245639155594e-05 Fitness: 0.008421149261087169 - Evaluating [15.832941763100246, 4.581541489542057, 153.61856496685996, 26.742147431314, 10.692924413310662] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.52585661964358, cost: 8.691907245717001e-05, fitness inc: 8.691907245717001e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.140006857980457, cost: 1.8307520476490424e-05, fitness inc: 1.8307520476490424e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.509569066526825, cost: 0.000810031740985484, fitness inc: 0.00810031740985484 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.107396516913656, cost: 3.179457206725633e-05, fitness inc: 3.179457206725633e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.721548115817294, cost: 1.8087207345418577e-05, fitness inc: 1.8087207345418577e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.544774050456634, cost: 2.053256180434282e-05, fitness inc: 0.0002053256180434282 Fitness: 0.008460751400244604 - Evaluating [15.46087451447222, 3.1103508019478756, 153.33270492298055, 25.888880654481103, 10.581625060445099] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.042489724686035, cost: 4.057549516556236e-05, fitness inc: 4.057549516556236e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.879239588417778, cost: 1.3600267681601608e-05, fitness inc: 1.3600267681601608e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.521455588886468, cost: 0.0007971810025512172, fitness inc: 0.007971810025512172 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.15284107539881, cost: 1.8604751197304203e-05, fitness inc: 1.8604751197304203e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.989591787566172, cost: 0.0009421602823258546, fitness inc: 0.0009421602823258546 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.579578741804182, cost: 1.2966638474831704e-05, fitness inc: 0.00012966638474831704 Fitness: 0.009116417206630811 - Evaluating [14.858801963982147, 4.30206298818943, 152.25156033290784, 28.411675473580996, 8.544913729586618] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.403706349424386, cost: 9.511672700923679e-05, fitness inc: 9.511672700923679e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.3138758364272425, cost: 0.0016087395770006951, fitness inc: 0.0016087395770006951 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.568575932736809, cost: 0.0007472470290816879, fitness inc: 0.007472470290816879 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.705768478246664, cost: 0.0001364389077261885, fitness inc: 0.0001364389077261885 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.6159402051691, cost: 8.852454209828942e-05, fitness inc: 8.852454209828942e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.535566011623879, cost: 2.282379388940381e-05, fitness inc: 0.0002282379388940381 Fitness: 0.009629527983545327 - Evaluating [15.526298989741381, 5.090510134477934, 150.06167114167073, 27.47647016073886, 10.065901400025895] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.59219168243359, cost: 1.3094436563165779e-05, fitness inc: 1.3094436563165779e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.460383493348904, cost: 0.0001978280838976776, fitness inc: 0.0001978280838976776 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.663705019990046, cost: 0.0006513484611627707, fitness inc: 0.006513484611627707 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.682701316124874, cost: 1.2084604513074026e-05, fitness inc: 1.2084604513074026e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.55089694586363, cost: 7.081746356984997e-05, fitness inc: 7.081746356984997e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.632533513573499, cost: 4.7758393916241815e-06, fitness inc: 4.7758393916241815e-05 Fitness: 0.006855067594087716 - Evaluating [14.634112875022984, 4.429639679716226, 153.09804149090525, 28.35373726160361, 10.200823343705828] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.834924701931453, cost: 1.0167468723620843e-06, fitness inc: 1.0167468723620843e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.433285113787405, cost: 0.00029962047805898173, fitness inc: 0.00029962047805898173 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.264566886311208, cost: 1.4020949261062121e-05, fitness inc: 1.4020949261062121e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.862920526229995, cost: 0.00030158213470854456, fitness inc: 0.00030158213470854456 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.511160099200073, cost: 2.9482850147810602e-05, fitness inc: 0.000294828501478106 Fitness: 0.008773175461357807 - Evaluating [14.786353880272353, 4.67529312697254, 153.0598647743594, 26.69025553775322, 11.010416421250623] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.796759174803256, cost: 2.3702486594889827e-05, fitness inc: 2.3702486594889827e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.775928840179271, cost: 0.0013964257132094149, fitness inc: 0.0013964257132094149 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.533385600417164, cost: 0.0007843863183459865, fitness inc: 0.007843863183459865 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.472052539589612, cost: 5.7779352872211476e-06, fitness inc: 5.7779352872211476e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.451222840739934, cost: 0.0005593664098346718, fitness inc: 0.0005593664098346718 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.563282336577771, cost: 1.629367802635784e-05, fitness inc: 0.00016293678026357838 Fitness: 0.009992072508649641 >>>>> Evaluating: >>>>> [16.075519455041775, 3.5241964845472173, 152.57087535021336, 27.612738475962452, 9.956408981852178] >>>>> [12.94512045555082, 5.181339289042886, 153.09804149090525, 27.630519292216114, 11.867483177922315] >>>>> [12.956071423655425, 3.866898002108316, 150.62194836755555, 26.57062903742314, 8.537209698379] >>>>> [13.508402777430623, 1.8724523577273604, 147.41912168961997, 28.97501186452502, 10.921429993983391] >>>>> [13.612306191001409, 2.378049208430195, 151.32146496775994, 26.368950313605968, 11.879015909606151] >>>>> [14.598155828194939, 3.1666902242816537, 152.23228278026627, 29.110656677649004, 10.751162978218552] >>>>> [14.325303177067706, 4.539251036156641, 152.60253034001994, 25.508574888255072, 9.486526648313786] >>>>> [14.093597639814702, 3.413861988980009, 151.4829126431049, 26.089259214992573, 9.896083689799989] >>>>> [15.239582901166784, 4.29461961974315, 151.67645399415326, 27.953484459233895, 9.608645853714268] >>>>> [15.212491494298094, 4.96644616418011, 152.53596561933128, 27.878500917132854, 10.483946267165484] >> Running individual: {'amp': 16.075519455041775, 'amp_increment': 3.5241964845472173, 'period': 152.57087535021336, 'period_increment': 27.612738475962452, 'offset': 9.956408981852178} >> Running individual: {'amp': 12.94512045555082, 'amp_increment': 5.181339289042886, 'period': 153.09804149090525, 'period_increment': 27.630519292216114, 'offset': 11.867483177922315} >> Running individual: {'amp': 12.956071423655425, 'amp_increment': 3.866898002108316, 'period': 150.62194836755555, 'period_increment': 26.57062903742314, 'offset': 8.537209698379} >> Running individual: {'amp': 13.508402777430623, 'amp_increment': 1.8724523577273604, 'period': 147.41912168961997, 'period_increment': 28.97501186452502, 'offset': 10.921429993983391} >> Running individual: {'amp': 13.612306191001409, 'amp_increment': 2.378049208430195, 'period': 151.32146496775994, 'period_increment': 26.368950313605968, 'offset': 11.879015909606151} >> Running individual: {'amp': 14.598155828194939, 'amp_increment': 3.1666902242816537, 'period': 152.23228278026627, 'period_increment': 29.110656677649004, 'offset': 10.751162978218552} >> Running individual: {'amp': 14.325303177067706, 'amp_increment': 4.539251036156641, 'period': 152.60253034001994, 'period_increment': 25.508574888255072, 'offset': 9.486526648313786} >> Running individual: {'amp': 14.093597639814702, 'amp_increment': 3.413861988980009, 'period': 151.4829126431049, 'period_increment': 26.089259214992573, 'offset': 9.896083689799989} >> Running individual: {'amp': 15.239582901166784, 'amp_increment': 4.29461961974315, 'period': 151.67645399415326, 'period_increment': 27.953484459233895, 'offset': 9.608645853714268} >> Running individual: {'amp': 15.212491494298094, 'amp_increment': 4.96644616418011, 'period': 152.53596561933128, 'period_increment': 27.878500917132854, 'offset': 10.483946267165484} - Evaluating [16.075519455041775, 3.5241964845472173, 152.57087535021336, 27.612738475962452, 9.956408981852178] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.031917211354173, cost: 3.975673716161143e-05, fitness inc: 3.975673716161143e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.119101831769171, cost: 0.001167652428245236, fitness inc: 0.001167652428245236 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553938917288317, cost: 0.0007625855374754353, fitness inc: 0.007625855374754353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.556116467403598, cost: 5.107495511413873e-06, fitness inc: 5.107495511413873e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.643300267841505, cost: 2.9682042379852724e-05, fitness inc: 2.9682042379852724e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.549389567146804, cost: 1.9429671634596524e-05, fitness inc: 0.00019429671634596524 Fitness: 0.009062350794398433 - Evaluating [12.94512045555082, 5.181339289042886, 153.09804149090525, 27.630519292216114, 11.867483177922315] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.812593445884016, cost: 1.3105325102902299e-06, fitness inc: 1.3105325102902299e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.0776333699468272, cost: 0.014155952766006119, fitness inc: 0.014155952766006119 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5316786414098695, cost: 0.0007862106650978751, fitness inc: 0.00786210665097875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.993936298517525, cost: 9.431531111658842e-10, fitness inc: 9.431531111658842e-10 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.258964798803957, cost: 0.0032549160644335107, fitness inc: 0.0032549160644335107 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5332687785301085, cost: 2.3414297473101087e-05, fitness inc: 0.00023414297473101087 Fitness: 0.025508429931812793 - Evaluating [12.956071423655425, 3.866898002108316, 150.62194836755555, 26.57062903742314, 8.537209698379] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.493271149504306, cost: 0.0004588721720290012, fitness inc: 0.0004588721720290012 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.418852201581617, cost: 0.00031507252666962415, fitness inc: 0.00031507252666962415 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.639371472832838, cost: 0.000675253511157603, fitness inc: 0.00675253511157603 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.36017301782246, cost: 0.0005578153030060262, fitness inc: 0.0005578153030060262 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.285754155215635, cost: 0.0006851912199821175, fitness inc: 0.0006851912199821175 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.643340857786902, cost: 3.596608363576337e-06, fitness inc: 3.596608363576337e-05 Fitness: 0.008805452416898563 - Evaluating [13.508402777430623, 1.8724523577273604, 147.41912168961997, 28.97501186452502, 10.921429993983391] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.4298199925855, cost: 1.2135144259906028e-05, fitness inc: 1.2135144259906028e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5869619580529655, cost: 0.005405084968591489, fitness inc: 0.005405084968591489 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7834934991509845, cost: 0.0005399387324040994, fitness inc: 0.005399387324040994 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.302281610145144, cost: 0.0003543572987294574, fitness inc: 0.0003543572987294574 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.459421930003046, cost: 0.0071118894950634726, fitness inc: 0.0071118894950634726 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.668934240361901, cost: 1.469721531810464e-06, fitness inc: 1.469721531810464e-05 Fitness: 0.018297551446003424 - Evaluating [13.612306191001409, 2.378049208430195, 151.32146496775994, 26.368950313605968, 11.879015909606151] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.491311017902703, cost: 9.01345417381183e-06, fitness inc: 9.01345417381183e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.7332826359800702, cost: 0.009861691121406668, fitness inc: 0.009861691121406668 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.608511763149961, cost: 0.0007061881153020977, fitness inc: 0.007061881153020977 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.869369354382194, cost: 0.0001176758382210874, fitness inc: 0.0001176758382210874 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -4.111324412174502, cost: 0.00802620575386781, fitness inc: 0.00802620575386781 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.627462014630587, cost: 5.386753699099245e-06, fitness inc: 5.386753699099245e-05 Fitness: 0.025130334857681347 - Evaluating [14.598155828194939, 3.1666902242816537, 152.23228278026627, 29.110656677649004, 10.751162978218552] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.34930857054677, cost: 4.556514012654667e-06, fitness inc: 4.556514012654667e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.84698387920757, cost: 0.0012392004571868398, fitness inc: 0.0012392004571868398 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.569438969910994, cost: 0.0007463474840105899, fitness inc: 0.007463474840105899 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.51600154181788, cost: 5.7089790719944133e-05, fitness inc: 5.7089790719944133e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.013673849276822, cost: 0.0020765477149238265, fitness inc: 0.0020765477149238265 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.514199062585351, cost: 2.8607288242610274e-05, fitness inc: 0.00028607288242610274 Fitness: 0.011126942199375267 - Evaluating [14.325303177067706, 4.539251036156641, 152.60253034001994, 25.508574888255072, 9.486526648313786] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.811807103623348, cost: 5.270050745209698e-05, fitness inc: 5.270050745209698e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.838755110002251, cost: 2.425220125901184e-05, fitness inc: 2.425220125901184e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553079947574386, cost: 0.0007634905038069739, fitness inc: 0.007634905038069739 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.35106648716113, cost: 7.04845465309134e-05, fitness inc: 7.04845465309134e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.378024309528891, cost: 9.024895946796452e-05, fitness inc: 9.024895946796452e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6141926790918415, cost: 7.159084545294014e-06, fitness inc: 7.159084545294014e-05 Fitness: 0.007944182098232666 - Evaluating [14.093597639814702, 3.413861988980009, 151.4829126431049, 26.089259214992573, 9.896083689799989] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.9896713417549, cost: 3.8103641336606486e-05, fitness inc: 3.8103641336606486e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.197504210727708, cost: 0.000600645625251417, fitness inc: 0.000600645625251417 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.601531555319857, cost: 0.0007132811363199654, fitness inc: 0.007132811363199654 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.403533808550986, cost: 0.0001747486675663934, fitness inc: 0.0001747486675663934 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.611366265992582, cost: 0.0013295026537385457, fitness inc: 0.0013295026537385457 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.631264782069145, cost: 4.925223635376952e-06, fitness inc: 4.925223635376952e-05 Fitness: 0.009325064187446386 - Evaluating [15.239582901166784, 4.29461961974315, 151.67645399415326, 27.953484459233895, 9.608645853714268] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.848219730362313, cost: 8.595230582830737e-07, fitness inc: 8.595230582830737e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.630923600813321, cost: 0.00037145176018438253, fitness inc: 0.00037145176018438253 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.592827004218433, cost: 0.0007221759210328527, fitness inc: 0.007221759210328527 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.142840556938996, cost: 1.9046602025007964e-05, fitness inc: 1.9046602025007964e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.925544681607413, cost: 1.2923925077901188e-06, fitness inc: 1.2923925077901188e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.567153792622711, cost: 1.5468919487227062e-05, fitness inc: 0.00015468919487227062 Fitness: 0.007769098682976261 - Evaluating [15.212491494298094, 4.96644616418011, 152.53596561933128, 27.878500917132854, 10.483946267165484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.696428019444312, cost: 1.8109318368542127e-05, fitness inc: 1.8109318368542127e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.728535216843281, cost: 6.87528249367908e-05, fitness inc: 6.87528249367908e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.555657532449532, cost: 0.0007607765002077826, fitness inc: 0.0076077650020778265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.662871459105418, cost: 1.1392817205413408e-05, fitness inc: 1.1392817205413408e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.694978142927775, cost: 2.1704026153646083e-05, fitness inc: 2.1704026153646083e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.542469170014432, cost: 2.1094715911051942e-05, fitness inc: 0.00021094715911051942 Fitness: 0.007938671147852738 >>>>> Evaluating: >>>>> [13.311894001408179, 4.273457027298813, 152.49112273404987, 26.04687562335659, 10.539426859442491] >>>>> [13.250635794257242, 4.1264404305951485, 153.28980460889633, 25.350994761197477, 10.38350407857212] >>>>> [16.844236300386946, 6.351339257041885, 152.438551291126, 27.399550689805732, 9.167539742605125] >>>>> [16.21400994962561, 6.014751127152427, 152.50167802571167, 26.372795241687875, 7.857457175559048] >>>>> [15.507968208338637, 4.291324531063556, 152.5095607236549, 28.29818730050073, 9.141339890865959] >>>>> [13.048861577601716, 2.3400317769224825, 155.53179654706364, 26.38589817008182, 8.616029080826877] >>>>> [14.859084314023214, 3.7796303119569656, 154.13308968834338, 27.473699743322765, 9.538362333250156] >>>>> [15.13196830766536, 5.353027473912071, 153.0152889671144, 27.301741579259875, 10.558545852658032] >>>>> [14.029358912591386, 1.8047609077666165, 153.4672833028792, 24.31155497821093, 8.916132758662833] >>>>> [14.59414067105923, 4.376406279552622, 152.88237023404037, 24.952707782424067, 10.307895115616425] >> Running individual: {'amp': 13.311894001408179, 'amp_increment': 4.273457027298813, 'period': 152.49112273404987, 'period_increment': 26.04687562335659, 'offset': 10.539426859442491} >> Running individual: {'amp': 13.250635794257242, 'amp_increment': 4.1264404305951485, 'period': 153.28980460889633, 'period_increment': 25.350994761197477, 'offset': 10.38350407857212} >> Running individual: {'amp': 16.844236300386946, 'amp_increment': 6.351339257041885, 'period': 152.438551291126, 'period_increment': 27.399550689805732, 'offset': 9.167539742605125} >> Running individual: {'amp': 16.21400994962561, 'amp_increment': 6.014751127152427, 'period': 152.50167802571167, 'period_increment': 26.372795241687875, 'offset': 7.857457175559048} >> Running individual: {'amp': 15.507968208338637, 'amp_increment': 4.291324531063556, 'period': 152.5095607236549, 'period_increment': 28.29818730050073, 'offset': 9.141339890865959} >> Running individual: {'amp': 13.048861577601716, 'amp_increment': 2.3400317769224825, 'period': 155.53179654706364, 'period_increment': 26.38589817008182, 'offset': 8.616029080826877} >> Running individual: {'amp': 14.859084314023214, 'amp_increment': 3.7796303119569656, 'period': 154.13308968834338, 'period_increment': 27.473699743322765, 'offset': 9.538362333250156} >> Running individual: {'amp': 15.13196830766536, 'amp_increment': 5.353027473912071, 'period': 153.0152889671144, 'period_increment': 27.301741579259875, 'offset': 10.558545852658032} >> Running individual: {'amp': 14.029358912591386, 'amp_increment': 1.8047609077666165, 'period': 153.4672833028792, 'period_increment': 24.31155497821093, 'offset': 8.916132758662833} >> Running individual: {'amp': 14.59414067105923, 'amp_increment': 4.376406279552622, 'period': 152.88237023404037, 'period_increment': 24.952707782424067, 'offset': 10.307895115616425} - Evaluating [13.311894001408179, 4.273457027298813, 152.49112273404987, 26.04687562335659, 10.539426859442491] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.85131825962867, cost: 4.925390115562145e-05, fitness inc: 4.925390115562145e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.7724511739601283, cost: 0.004609718382421524, fitness inc: 0.004609718382421524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5573770491793555, cost: 0.0007589686590085964, fitness inc: 0.0075896865900859645 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.124767889304433, cost: 9.115715296326155e-05, fitness inc: 9.115715296326155e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.045914495503048, cost: 0.0020320426971993655, fitness inc: 0.0020320426971993655 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.600672080648866, cost: 9.223797853064042e-06, fitness inc: 9.223797853064042e-05 Fitness: 0.014464096702356377 - Evaluating [13.250635794257242, 4.1264404305951485, 153.28980460889633, 25.350994761197477, 10.38350407857212] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.634136395446177, cost: 6.963902909584707e-05, fitness inc: 6.963902909584707e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.867117926406086, cost: 0.004227848128860012, fitness inc: 0.004227848128860012 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.523157208087742, cost: 0.0007953497381294472, fitness inc: 0.007953497381294472 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.76057131249424, cost: 0.0001299992126885252, fitness inc: 0.0001299992126885252 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.993563138179613, cost: 0.002104551176268843, fitness inc: 0.002104551176268843 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.598320503848033, cost: 9.609574323610204e-06, fitness inc: 9.609574323610204e-05 Fitness: 0.014581630671443802 - Evaluating [16.844236300386946, 6.351339257041885, 152.438551291126, 27.399550689805732, 9.167539742605125] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.011765207646146, cost: 3.821923290769913e-05, fitness inc: 3.821923290769913e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.676685417403244, cost: 0.00664294148752953, fitness inc: 0.00664294148752953 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.559958016267722, cost: 0.0007562591456441448, fitness inc: 0.007562591456441448 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.36310468905036, cost: 0.00014476051018785796, fitness inc: 0.00014476051018785796 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.028025076339565, cost: 0.0037716359581663195, fitness inc: 0.0037716359581663195 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5609620464332234, cost: 1.679824794620366e-05, fitness inc: 0.0001679824794620366 Fitness: 0.01832813112469489 - Evaluating [16.21400994962561, 6.014751127152427, 152.50167802571167, 26.372795241687875, 7.857457175559048] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.071454942873817, cost: 3.218444947894472e-05, fitness inc: 3.218444947894472e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.35654740323286, cost: 0.010406380984002372, fitness inc: 0.010406380984002372 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5573770491793555, cost: 0.0007589686590085964, fitness inc: 0.0075896865900859645 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.086210098491737, cost: 1.928306411214109e-07, fitness inc: 1.928306411214109e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.371288924923906, cost: 0.004438875282775201, fitness inc: 0.004438875282775201 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.59033989266457, cost: 1.0977713607585038e-05, fitness inc: 0.00010977713607585038 Fitness: 0.022577097273059454 - Evaluating [15.507968208338637, 4.291324531063556, 152.5095607236549, 28.29818730050073, 9.141339890865959] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.649290540188275, cost: 4.590648530089503e-06, fitness inc: 4.590648530089503e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.366624323377915, cost: 0.001740271304322305, fitness inc: 0.001740271304322305 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.94062756169522, cost: 2.9093333761665008e-05, fitness inc: 2.9093333761665008e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.657945985778323, cost: 0.00010100869072315888, fitness inc: 0.00010100869072315888 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.530973451326624, cost: 2.4011842818638662e-05, fitness inc: 0.00024011842818638662 Fitness: 0.009713806704863881 - Evaluating [13.048861577601716, 2.3400317769224825, 155.53179654706364, 26.38589817008182, 8.616029080826877] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.664881777084773, cost: 0.00041507658946993153, fitness inc: 0.00041507658946993153 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.432822721812266, cost: 0.0003001095021554212, fitness inc: 0.0003001095021554212 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.430041152262408, cost: 0.0008986474930442467, fitness inc: 0.008986474930442467 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.00491474778594, cost: 0.0009309294736431495, fitness inc: 0.0009309294736431495 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.772856464183709, cost: 0.0024241161035183367, fitness inc: 0.0024241161035183367 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.496770647243936, cost: 3.3807798464291494e-05, fitness inc: 0.00033807798464291494 Fitness: 0.013394784583872221 - Evaluating [14.859084314023214, 3.7796303119569656, 154.13308968834338, 27.473699743322765, 9.538362333250156] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.39743742748459, cost: 1.3552784753234626e-05, fitness inc: 1.3552784753234626e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.3207127587855725, cost: 9.602052420432106e-05, fitness inc: 9.602052420432106e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.48760866744421, cost: 0.0008340431420275074, fitness inc: 0.008340431420275074 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.177073327556695, cost: 8.614316791089038e-05, fitness inc: 8.614316791089038e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.100347375508262, cost: 0.00018880616312599852, fitness inc: 0.00018880616312599852 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.506607929514611, cost: 3.081907383151172e-05, fitness inc: 0.00030819073831511723 Fitness: 0.009033144798584636 - Evaluating [15.13196830766536, 5.353027473912071, 153.0152889671144, 27.301741579259875, 10.558545852658032] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.690504655371104, cost: 1.780260246730947e-05, fitness inc: 1.780260246730947e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.57341375619265, cost: 0.00016978076764206929, fitness inc: 0.00016978076764206929 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.535947712417327, cost: 0.000781651977750597, fitness inc: 0.00781651977750597 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.043532214122774, cost: 2.82332901985205e-05, fitness inc: 2.82332901985205e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.926438931243212, cost: 1.2615209967759e-06, fitness inc: 1.2615209967759e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.546311702716883, cost: 2.016175415564536e-05, fitness inc: 0.00020161754155645362 Fitness: 0.008235215500367099 - Evaluating [14.029358912591386, 1.8047609077666165, 153.4672833028792, 24.31155497821093, 8.916132758662833] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.945482753603546, cost: 0.0001575540377259932, fitness inc: 0.0001575540377259932 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.113217222865242, cost: 1.1973694519884504e-05, fitness inc: 1.1973694519884504e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.516356053693802, cost: 0.0008026816492612276, fitness inc: 0.008026816492612276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.75024265690702, cost: 0.0007139998807397241, fitness inc: 0.0007139998807397241 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.917977745389928, cost: 0.0022114674478712626, fitness inc: 0.0022114674478712626 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624929688377989, cost: 5.705557618251866e-06, fitness inc: 5.7055576182518664e-05 Fitness: 0.01117886712965166 - Evaluating [14.59414067105923, 4.376406279552622, 152.88237023404037, 24.952707782424067, 10.307895115616425] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.90202503031941, cost: 3.5802095055270655e-07, fitness inc: 3.5802095055270655e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.286235358307867, cost: 0.0004752159207515039, fitness inc: 0.0004752159207515039 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.541077969648425, cost: 0.0007761911750300277, fitness inc: 0.007761911750300277 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.278432124130962, cost: 1.3497238840920467e-05, fitness inc: 1.3497238840920467e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.662643625145225, cost: 0.00041713032372758807, fitness inc: 0.00041713032372758807 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.623664379708912, cost: 5.868285592458555e-06, fitness inc: 5.868285592458555e-05 Fitness: 0.008726796110495427 >>>>> Evaluating: >>>>> [13.872659373196022, 3.771078873427045, 151.34202778224497, 27.426056191809124, 10.451409078571839] >>>>> [15.738828800144104, 4.805213165874128, 153.43402613541136, 27.100143588762922, 10.037480133312368] >>>>> [15.083947671252238, 5.429119935368378, 152.50854703439484, 27.23841907260758, 10.389021320901046] >>>>> [15.185884100171988, 4.733135611018313, 152.7777952650893, 26.86862368738231, 10.649700434102767] >>>>> [16.409491566740115, 6.893504545141573, 153.26391007665518, 24.960372579906135, 10.847618071052707] >>>>> [17.370617017384127, 5.978002680623582, 152.8570242322163, 23.21159184021205, 10.589240617356527] >>>>> [13.797588755899486, 4.906839778098414, 150.94003261550216, 28.273861349654076, 9.220733212876123] >>>>> [14.615313069239562, 4.300723974082862, 151.3402103165764, 24.764666820652455, 11.23698322791657] >>>>> [16.67510646043076, 4.968905779270589, 150.91198382103735, 27.93542915703248, 9.575897400077594] >>>>> [16.08391432544631, 3.4490918245370823, 151.87970845402063, 24.460087486021887, 7.823066189370835] >> Running individual: {'amp': 13.872659373196022, 'amp_increment': 3.771078873427045, 'period': 151.34202778224497, 'period_increment': 27.426056191809124, 'offset': 10.451409078571839} >> Running individual: {'amp': 15.738828800144104, 'amp_increment': 4.805213165874128, 'period': 153.43402613541136, 'period_increment': 27.100143588762922, 'offset': 10.037480133312368} >> Running individual: {'amp': 15.083947671252238, 'amp_increment': 5.429119935368378, 'period': 152.50854703439484, 'period_increment': 27.23841907260758, 'offset': 10.389021320901046} >> Running individual: {'amp': 15.185884100171988, 'amp_increment': 4.733135611018313, 'period': 152.7777952650893, 'period_increment': 26.86862368738231, 'offset': 10.649700434102767} >> Running individual: {'amp': 16.409491566740115, 'amp_increment': 6.893504545141573, 'period': 153.26391007665518, 'period_increment': 24.960372579906135, 'offset': 10.847618071052707} >> Running individual: {'amp': 17.370617017384127, 'amp_increment': 5.978002680623582, 'period': 152.8570242322163, 'period_increment': 23.21159184021205, 'offset': 10.589240617356527} >> Running individual: {'amp': 13.797588755899486, 'amp_increment': 4.906839778098414, 'period': 150.94003261550216, 'period_increment': 28.273861349654076, 'offset': 9.220733212876123} >> Running individual: {'amp': 14.615313069239562, 'amp_increment': 4.300723974082862, 'period': 151.3402103165764, 'period_increment': 24.764666820652455, 'offset': 11.23698322791657} >> Running individual: {'amp': 16.67510646043076, 'amp_increment': 4.968905779270589, 'period': 150.91198382103735, 'period_increment': 27.93542915703248, 'offset': 9.575897400077594} >> Running individual: {'amp': 16.08391432544631, 'amp_increment': 3.4490918245370823, 'period': 151.87970845402063, 'period_increment': 24.460087486021887, 'offset': 7.823066189370835} - Evaluating [13.872659373196022, 3.771078873427045, 151.34202778224497, 27.426056191809124, 10.451409078571839] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.32405705399771, cost: 1.7054940530281115e-05, fitness inc: 1.7054940530281115e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4212413829206696, cost: 0.0023208192587830245, fitness inc: 0.0023208192587830245 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.607638430024132, cost: 0.0007070736273795397, fitness inc: 0.007070736273795397 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.095139186216926, cost: 9.406025619351777e-05, fitness inc: 9.406025619351777e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.192317395152183, cost: 0.0018359783222310355, fitness inc: 0.0018359783222310355 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.593623269471989, cost: 1.0403814627801822e-05, fitness inc: 0.00010403814627801822 Fitness: 0.011442687197811274 - Evaluating [15.738828800144104, 4.805213165874128, 153.43402613541136, 27.100143588762922, 10.037480133312368] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.776298188172106, cost: 2.2500843107953195e-05, fitness inc: 2.2500843107953195e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.701336988289739, cost: 0.00045894199845142314, fitness inc: 0.00045894199845142314 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.518055012383333, cost: 0.000800846960674062, fitness inc: 0.00800846960674062 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.581511255643942, cost: 8.767904026485418e-06, fitness inc: 8.767904026485418e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.50655293435604, cost: 5.9876789906487815e-05, fitness inc: 5.9876789906487815e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.538631957905587, cost: 2.2047441088468567e-05, fitness inc: 0.00022047441088468567 Fitness: 0.008779031553117655 - Evaluating [15.083947671252238, 5.429119935368378, 152.50854703439484, 27.23841907260758, 10.389021320901046] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.47295064460197, cost: 8.352441250081277e-06, fitness inc: 8.352441250081277e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.694923524010793, cost: 8.6834007620884e-05, fitness inc: 8.6834007620884e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.556517178074032, cost: 0.0007598724299340276, fitness inc: 0.007598724299340276 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.902079749510154, cost: 2.1098274741282452e-05, fitness inc: 2.1098274741282452e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.124035389776076, cost: 3.591657423140937e-06, fitness inc: 3.591657423140937e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.563282336577771, cost: 1.629367802635784e-05, fitness inc: 0.00016293678026357838 Fitness: 0.007881537460639243 - Evaluating [15.185884100171988, 4.733135611018313, 152.7777952650893, 26.86862368738231, 10.649700434102767] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.83557516255192, cost: 2.606798012649847e-05, fitness inc: 2.606798012649847e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.536174292462434, cost: 0.0002007144962301588, fitness inc: 0.0002007144962301588 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.545359340226805, cost: 0.0007716485722858435, fitness inc: 0.007716485722858435 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.568709574206043, cost: 8.386135309179643e-06, fitness inc: 8.386135309179643e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.269310941324864, cost: 0.00012455248220755166, fitness inc: 0.00012455248220755166 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.566379070413884, cost: 1.5632248812957883e-05, fitness inc: 0.00015632248812957883 Fitness: 0.008232529304861402 - Evaluating [16.409491566740115, 6.893504545141573, 153.26391007665518, 24.960372579906135, 10.847618071052707] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.257098824120252, cost: 0.00019016701832319516, fitness inc: 0.00019016701832319516 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.561860467083052, cost: 0.00029460982433171523, fitness inc: 0.00029460982433171523 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.524859715515145, cost: 0.0007935196202176753, fitness inc: 0.007935196202176753 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.15060001382265, cost: 0.0004464468743168304, fitness inc: 0.0004464468743168304 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.455365774178272, cost: 0.0014047946902399078, fitness inc: 0.0014047946902399078 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.611042531701485, cost: 7.6167963156681395e-06, fitness inc: 7.61679631566814e-05 Fitness: 0.010347382572545083 - Evaluating [17.370617017384127, 5.978002680623582, 152.8570242322163, 23.21159184021205, 10.589240617356527] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.959848246222645, cost: 0.00032697095905831475, fitness inc: 0.00032697095905831475 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.781362918255531, cost: 0.0029531702021966533, fitness inc: 0.0029531702021966533 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.541933795629015, cost: 0.0007752820663251558, fitness inc: 0.007752820663251558 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.93784852565288, cost: 0.000401870165014806, fitness inc: 0.000401870165014806 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.759363079246558, cost: 0.0017735217239429613, fitness inc: 0.0017735217239429613 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.679236710585186, cost: 8.778167345235843e-07, fitness inc: 8.778167345235843e-06 Fitness: 0.01321713188080953 - Evaluating [13.797588755899486, 4.906839778098414, 150.94003261550216, 28.273861349654076, 9.220733212876123] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.01831177908818, cost: 0.00014658334910444548, fitness inc: 0.00014658334910444548 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.5768472747895155, cost: 0.0001670588485099822, fitness inc: 0.0001670588485099822 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6247101689290435, cost: 0.0006898641902668423, fitness inc: 0.006898641902668423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.925150235353705, cost: 0.00011159546890038285, fitness inc: 0.00011159546890038285 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.483682422871741, cost: 6.21916640788367e-05, fitness inc: 6.21916640788367e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.579578741804181, cost: 1.2966638474831704e-05, fitness inc: 0.00012966638474831704 Fitness: 0.007515737618010387 - Evaluating [14.615313069239562, 4.300723974082862, 151.3402103165764, 24.764666820652455, 11.23698322791657] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.852285035692223, cost: 2.7120933928981295e-05, fitness inc: 2.7120933928981295e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3783211238583988, cost: 0.0024484132159035, fitness inc: 0.0024484132159035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.607638430024132, cost: 0.0007070736273795397, fitness inc: 0.007070736273795397 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.15300191421331, cost: 6.071718218203515e-07, fitness inc: 6.071718218203515e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.67905162595831, cost: 0.0012553157138065485, fitness inc: 0.0012553157138065485 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.677946854416532, cost: 9.436155026243398e-07, fitness inc: 9.436155026243398e-06 Fitness: 0.01081162946428249 - Evaluating [16.67510646043076, 4.968905779270589, 150.91198382103735, 27.93542915703248, 9.575897400077594] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.25098999659087, cost: 5.842700230407338e-05, fitness inc: 5.842700230407338e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.099200195048308, cost: 0.004096280411767128, fitness inc: 0.004096280411767128 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.626173384869172, cost: 0.0006883990165248433, fitness inc: 0.0068839901652484325 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.219895510233684, cost: 3.8582171266621224e-05, fitness inc: 3.8582171266621224e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.068105206065727, cost: 0.0009970229558824428, fitness inc: 0.0009970229558824428 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.591590248265702, cost: 1.0757348532286493e-05, fitness inc: 0.00010757348532286493 Fitness: 0.012181876191791563 - Evaluating [16.08391432544631, 3.4490918245370823, 151.87970845402063, 24.460087486021887, 7.823066189370835] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.90696527161854, cost: 4.459737732909197e-05, fitness inc: 4.459737732909197e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.26083796303539, cost: 0.009827138599529661, fitness inc: 0.009827138599529661 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.58472344161439, cost: 0.0007305060150573084, fitness inc: 0.007305060150573084 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.35606340979561, cost: 0.00018119574397224003, fitness inc: 0.00018119574397224003 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.709929757858609, cost: 0.0006817988950816867, fitness inc: 0.0006817988950816867 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670863105363726, cost: 1.3473614703940484e-06, fitness inc: 1.3473614703940484e-05 Fitness: 0.018053264381189704 >>>>> Evaluating: >>>>> [15.9453934722796, 4.183014854605883, 152.57975887336332, 25.688302855701306, 11.66937008454019] >>>>> [14.277619258023966, 2.0756688322463606, 153.45236719709777, 26.78150074960653, 10.676685990980676] >>>>> [14.771253629529548, 5.899665935129636, 150.38825460241267, 27.6047776387427, 9.913841484019212] >>>>> [14.597478314088823, 6.529335084929162, 149.94328735186858, 29.055505834006492, 9.186176015375048] >>>>> [15.366334828478946, 2.450461085352323, 152.94860041266153, 29.18550946839655, 8.712007171841682] >>>>> [16.01236997948632, 4.890194254108197, 153.77379320089835, 28.883829803631418, 9.730051625459469] >>>>> [14.46164349131893, 5.591571686236404, 153.8775225859861, 25.445019500840008, 9.512293096069484] >>>>> [14.347443863253925, 4.732357298143861, 153.44917965428306, 24.977033131511163, 9.370313703985332] >>>>> [16.999572480343186, 5.023977576628821, 151.90148619205962, 28.108875999253314, 10.071531220537219] >>>>> [14.314860354219574, 4.968424125892566, 150.4657932214662, 25.694604093291943, 12.713402694462747] >> Running individual: {'amp': 15.9453934722796, 'amp_increment': 4.183014854605883, 'period': 152.57975887336332, 'period_increment': 25.688302855701306, 'offset': 11.66937008454019} >> Running individual: {'amp': 14.277619258023966, 'amp_increment': 2.0756688322463606, 'period': 153.45236719709777, 'period_increment': 26.78150074960653, 'offset': 10.676685990980676} >> Running individual: {'amp': 14.771253629529548, 'amp_increment': 5.899665935129636, 'period': 150.38825460241267, 'period_increment': 27.6047776387427, 'offset': 9.913841484019212} >> Running individual: {'amp': 14.597478314088823, 'amp_increment': 6.529335084929162, 'period': 149.94328735186858, 'period_increment': 29.055505834006492, 'offset': 9.186176015375048} >> Running individual: {'amp': 15.366334828478946, 'amp_increment': 2.450461085352323, 'period': 152.94860041266153, 'period_increment': 29.18550946839655, 'offset': 8.712007171841682} >> Running individual: {'amp': 16.01236997948632, 'amp_increment': 4.890194254108197, 'period': 153.77379320089835, 'period_increment': 28.883829803631418, 'offset': 9.730051625459469} >> Running individual: {'amp': 14.46164349131893, 'amp_increment': 5.591571686236404, 'period': 153.8775225859861, 'period_increment': 25.445019500840008, 'offset': 9.512293096069484} >> Running individual: {'amp': 14.347443863253925, 'amp_increment': 4.732357298143861, 'period': 153.44917965428306, 'period_increment': 24.977033131511163, 'offset': 9.370313703985332} >> Running individual: {'amp': 16.999572480343186, 'amp_increment': 5.023977576628821, 'period': 151.90148619205962, 'period_increment': 28.108875999253314, 'offset': 10.071531220537219} >> Running individual: {'amp': 14.314860354219574, 'amp_increment': 4.968424125892566, 'period': 150.4657932214662, 'period_increment': 25.694604093291943, 'offset': 12.713402694462747} - Evaluating [15.9453934722796, 4.183014854605883, 152.57975887336332, 25.688302855701306, 11.66937008454019] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.61474979127931, cost: 0.0002551899595876206, fitness inc: 0.0002551899595876206 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.276011248617479, cost: 0.0004889218178253385, fitness inc: 0.0004889218178253385 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553938917288319, cost: 0.0007625855374754353, fitness inc: 0.007625855374754353 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.79776850784704, cost: 8.378801968700333e-05, fitness inc: 8.378801968700333e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.459030546840973, cost: 0.0005537438602463141, fitness inc: 0.0005537438602463141 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.609783462357448, cost: 7.80370407194031e-06, fitness inc: 7.80370407194031e-05 Fitness: 0.009085536072820033 - Evaluating [14.277619258023966, 2.0756688322463606, 153.45236719709777, 26.78150074960653, 10.676685990980676] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.954296435353424, cost: 7.782116429044805e-08, fitness inc: 7.782116429044805e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6009204458230317, cost: 0.0018235083321190837, fitness inc: 0.0018235083321190837 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.51720542231394, cost: 0.0008017641627731109, fitness inc: 0.008017641627731109 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.02996592997822, cost: 0.00022863848760912298, fitness inc: 0.00022863848760912298 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.6765957418782, cost: 0.004342449667170456, fitness inc: 0.004342449667170456 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.548619780828709, cost: 1.9611498959126727e-05, fitness inc: 0.00019611498959126727 Fitness: 0.01460843092538533 - Evaluating [14.771253629529548, 5.899665935129636, 150.38825460241267, 27.6047776387427, 9.913841484019212] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.685082132612298, cost: 3.7013549566422554e-06, fitness inc: 3.7013549566422554e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.857398196995226, cost: 1.896698052916701e-05, fitness inc: 1.896698052916701e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.64967305774026, cost: 0.0006650808507892014, fitness inc: 0.006650808507892014 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.584754496337784, cost: 8.865972237814823e-06, fitness inc: 8.865972237814823e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.757072101466237, cost: 0.00013373126736704322, fitness inc: 0.00013373126736704322 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.617977528088981, cost: 6.627907086831364e-06, fitness inc: 6.627907086831364e-05 Fitness: 0.006882353153850995 - Evaluating [14.597478314088823, 6.529335084929162, 149.94328735186858, 29.055505834006492, 9.186176015375048] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.78364367532797, cost: 5.5228370944626626e-05, fitness inc: 5.5228370944626626e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.411290490356506, cost: 0.00015789697329104957, fitness inc: 0.00015789697329104957 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6696309470865245, cost: 0.0006455919885425265, fitness inc: 0.006455919885425265 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.31296099633825, cost: 2.5398260660169925e-06, fitness inc: 2.5398260660169925e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.940608982964365, cost: 0.0008779880618239311, fitness inc: 0.0008779880618239311 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770045, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.007666089138711141 - Evaluating [15.366334828478946, 2.450461085352323, 152.94860041266153, 29.18550946839655, 8.712007171841682] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.078332398347708, cost: 3.17094448307742e-05, fitness inc: 3.17094448307742e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.65431525639413, cost: 0.0025479942131707567, fitness inc: 0.0025479942131707567 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.537656903764718, cost: 0.0007798305408279749, fitness inc: 0.007798305408279749 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.52879383630185, cost: 0.00031228585703901857, fitness inc: 0.00031228585703901857 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.104781201398255, cost: 0.00018695001443924664, fitness inc: 0.00018695001443924664 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.489980785066446, cost: 3.5951325239480525e-05, fitness inc: 0.00035951325239480525 Fitness: 0.01123675819015435 - Evaluating [16.01236997948632, 4.890194254108197, 153.77379320089835, 28.883829803631418, 9.730051625459469] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.742410136006978, cost: 2.057939890209859e-05, fitness inc: 2.057939890209859e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.282308536008624, cost: 0.001532484539129908, fitness inc: 0.001532484539129908 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5027962023660475, cost: 0.0008173998507713387, fitness inc: 0.008173998507713387 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.632607000274938, cost: 1.0376309978687992e-05, fitness inc: 1.0376309978687992e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.172502104894859, cost: 0.00032069443379389995, fitness inc: 0.00032069443379389995 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.47495209416837, cost: 4.093007367977908e-05, fitness inc: 0.0004093007367977908 Fitness: 0.010467433926315772 - Evaluating [14.46164349131893, 5.591571686236404, 153.8775225859861, 25.445019500840008, 9.512293096069484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.97392451374597, cost: 3.9300661996866104e-05, fitness inc: 3.9300661996866104e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.9493430920264, cost: 2.3906095125703075e-06, fitness inc: 2.3906095125703075e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.498570314529833, cost: 0.0008220139974147722, fitness inc: 0.008220139974147722 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.565498041326833, cost: 4.893866684896331e-06, fitness inc: 4.893866684896331e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.54091321492327, cost: 6.827423839839142e-05, fitness inc: 6.827423839839142e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576467307959595, cost: 1.3572549535156853e-05, fitness inc: 0.00013572549535156853 Fitness: 0.008470724846092015 - Evaluating [14.347443863253925, 4.732357298143861, 153.44917965428306, 24.977033131511163, 9.370313703985332] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.717747654274188, cost: 6.137431691488615e-05, fitness inc: 6.137431691488615e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.977121702025849, cost: 4.865099960671415e-07, fitness inc: 4.865099960671415e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.51720542231394, cost: 0.0008017641627731109, fitness inc: 0.008017641627731109 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.450105867272146, cost: 6.227219455323674e-05, fitness inc: 6.227219455323674e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.70947829224175, cost: 1.968937149410266e-05, fitness inc: 1.968937149410266e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.604752830399274, cost: 8.57310620894225e-06, fitness inc: 8.57310620894225e-05 Fitness: 0.008247195082778824 - Evaluating [16.999572480343186, 5.023977576628821, 151.90148619205962, 28.108875999253314, 10.071531220537219] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.071097246928755, cost: 0.0001601215254715127, fitness inc: 0.0001601215254715127 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.92802822553825, cost: 0.0034577123085683947, fitness inc: 0.0034577123085683947 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.58327847267842, cost: 0.000731996384622513, fitness inc: 0.00731996384622513 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.095071103698245, cost: 0.00011378805742290332, fitness inc: 0.00011378805742290332 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.952005061275242, cost: 0.0008883208162679956, fitness inc: 0.0008883208162679956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.555555555554745, cost: 1.800379108385375e-05, fitness inc: 0.00018003791083853748 Fitness: 0.012119944464794474 - Evaluating [14.314860354219574, 4.968424125892566, 150.4657932214662, 25.694604093291943, 12.713402694462747] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.028251478546448, cost: 0.00015356618869089012, fitness inc: 0.00015356618869089012 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.6014455159929788, cost: 0.010665094406153486, fitness inc: 0.010665094406153486 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.646284726836719, cost: 0.0006684182727408894, fitness inc: 0.006684182727408894 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.99667552756091, cost: 0.00010335210600553868, fitness inc: 0.00010335210600553868 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.569872149468071, cost: 0.0027377979758390625, fitness inc: 0.0027377979758390625 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.676657584013622, cost: 1.011760502267478e-06, fitness inc: 1.011760502267478e-05 Fitness: 0.020354111009120546 >>>>> Evaluating: >>>>> [16.33647988493011, 3.5282289821994377, 154.5935186199668, 26.84552905458735, 11.057194975166402] >>>>> [14.892704202426684, 4.893738884812935, 152.04797774993605, 29.744203059448452, 11.17427013797885] >>>>> [14.721682202642473, 5.271326768947453, 149.15339609942512, 27.564054379695435, 10.04001839318019] >>>>> [14.805291959836104, 6.720187968174557, 150.18970783862346, 27.531307910046756, 9.394646415366939] >>>>> [14.307327072603766, 6.067476011073065, 149.35004504129697, 29.14336257919379, 9.363504080948903] >>>>> [14.617384512781749, 4.433810698986283, 151.7389991314995, 28.38019472477315, 8.913613094749135] >>>>> [16.335171825538573, 4.363135964695136, 154.40038903407523, 25.297273864314867, 9.715390333850523] >>>>> [15.443898302048684, 5.191501424012524, 152.21098576560237, 25.552642525135013, 12.696256080229738] >>>>> [13.023012623510537, 3.8921354302911872, 152.13463693655024, 27.318854067388813, 9.210255147808208] >>>>> [14.535310084545488, 4.553356917740233, 152.58133580633591, 27.31679815462664, 11.464653155154103] >> Running individual: {'amp': 16.33647988493011, 'amp_increment': 3.5282289821994377, 'period': 154.5935186199668, 'period_increment': 26.84552905458735, 'offset': 11.057194975166402} >> Running individual: {'amp': 14.892704202426684, 'amp_increment': 4.893738884812935, 'period': 152.04797774993605, 'period_increment': 29.744203059448452, 'offset': 11.17427013797885} >> Running individual: {'amp': 14.721682202642473, 'amp_increment': 5.271326768947453, 'period': 149.15339609942512, 'period_increment': 27.564054379695435, 'offset': 10.04001839318019} >> Running individual: {'amp': 14.805291959836104, 'amp_increment': 6.720187968174557, 'period': 150.18970783862346, 'period_increment': 27.531307910046756, 'offset': 9.394646415366939} >> Running individual: {'amp': 14.307327072603766, 'amp_increment': 6.067476011073065, 'period': 149.35004504129697, 'period_increment': 29.14336257919379, 'offset': 9.363504080948903} >> Running individual: {'amp': 14.617384512781749, 'amp_increment': 4.433810698986283, 'period': 151.7389991314995, 'period_increment': 28.38019472477315, 'offset': 8.913613094749135} >> Running individual: {'amp': 16.335171825538573, 'amp_increment': 4.363135964695136, 'period': 154.40038903407523, 'period_increment': 25.297273864314867, 'offset': 9.715390333850523} >> Running individual: {'amp': 15.443898302048684, 'amp_increment': 5.191501424012524, 'period': 152.21098576560237, 'period_increment': 25.552642525135013, 'offset': 12.696256080229738} >> Running individual: {'amp': 13.023012623510537, 'amp_increment': 3.8921354302911872, 'period': 152.13463693655024, 'period_increment': 27.318854067388813, 'offset': 9.210255147808208} >> Running individual: {'amp': 14.535310084545488, 'amp_increment': 4.553356917740233, 'period': 152.58133580633591, 'period_increment': 27.31679815462664, 'offset': 11.464653155154103} - Evaluating [16.33647988493011, 3.5282289821994377, 154.5935186199668, 26.84552905458735, 11.057194975166402] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.39365923757123, cost: 0.0002138687645453219, fitness inc: 0.0002138687645453219 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2792719594294555, cost: 7.281408168258174e-05, fitness inc: 7.281408168258174e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.46830530400938, cost: 0.0008554382378358483, fitness inc: 0.008554382378358483 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.92189469088488, cost: 2.2035282878918316e-05, fitness inc: 2.2035282878918316e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.807504713546063, cost: 0.0003316846551052466, fitness inc: 0.0003316846551052466 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.511919525974112, cost: 2.9262813331043525e-05, fitness inc: 0.00029262813331043525 Fitness: 0.009487413295880986 - Evaluating [14.892704202426684, 4.893738884812935, 152.04797774993605, 29.744203059448452, 11.17427013797885] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.066961450573938, cost: 4.250264692706729e-05, fitness inc: 4.250264692706729e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7184248757750704, cost: 0.0015305088151236212, fitness inc: 0.0015305088151236212 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.576351440219992, cost: 0.0007391621085458544, fitness inc: 0.007391621085458544 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.96069936873542, cost: 2.3929243223586028e-05, fitness inc: 2.3929243223586028e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.612161906783056, cost: 0.00044920221832323026, fitness inc: 0.00044920221832323026 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.500550055004694, cost: 3.2643196246184836e-05, fitness inc: 0.00032643196246184836 Fitness: 0.009764195971517897 - Evaluating [14.721682202642473, 5.271326768947453, 149.15339609942512, 27.564054379695435, 10.04001839318019] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.761688777758273, cost: 2.1194042306715843e-06, fitness inc: 2.1194042306715843e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.681654069123593, cost: 9.455255737589319e-05, fitness inc: 9.455255737589319e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.704659738517197, cost: 0.0006120857760330001, fitness inc: 0.006120857760330001 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.033016461025394, cost: 2.8316765932068222e-08, fitness inc: 2.8316765932068222e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.952979683209605, cost: 5.151751850673847e-07, fitness inc: 5.151751850673847e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031231, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.006240176727402624 - Evaluating [14.805291959836104, 6.720187968174557, 150.18970783862346, 27.531307910046756, 9.394646415366939] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.19992933677239, cost: 2.3894244103206397e-05, fitness inc: 2.3894244103206397e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.410637992800566, cost: 0.00015739651136159605, fitness inc: 0.00015739651136159605 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.657789613847133, cost: 0.0006571201458723808, fitness inc: 0.006571201458723808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.920113885660445, cost: 2.19502397224014e-05, fitness inc: 2.19502397224014e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.130822570735635, cost: 0.0010583453867824, fitness inc: 0.0010583453867824 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.626828719332877, cost: 5.465622223255195e-06, fitness inc: 5.4656222232551954e-05 Fitness: 0.007887444062925963 - Evaluating [14.307327072603766, 6.067476011073065, 149.35004504129697, 29.14336257919379, 9.363504080948903] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.670820071512537, cost: 6.59487187320007e-05, fitness inc: 6.59487187320007e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.943813160279618, cost: 2.9415773847851767e-06, fitness inc: 2.9415773847851767e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6956812855697345, cost: 0.0006205890334526343, fitness inc: 0.006205890334526343 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.738304968560623, cost: 1.7750820021644742e-06, fitness inc: 1.7750820021644742e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.011277612496677, cost: 0.00023858570623680464, fitness inc: 0.00023858570623680464 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602240896357639, cost: 8.970828148324728e-06, fitness inc: 8.970828148324728e-05 Fitness: 0.006604849700365345 - Evaluating [14.617384512781749, 4.433810698986283, 151.7389991314995, 28.38019472477315, 8.913613094749135] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.530986416986895, cost: 8.055398684236881e-05, fitness inc: 8.055398684236881e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.703762570714765, cost: 0.00046212031625647576, fitness inc: 0.00046212031625647576 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.59022011335081, cost: 0.0007248504860730698, fitness inc: 0.007248504860730698 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.96479786787375, cost: 0.0001073717222360715, fitness inc: 0.0001073717222360715 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.13757212675579, cost: 4.418165881259206e-06, fitness inc: 4.418165881259206e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.551700208187947, cost: 1.8888972470709753e-05, fitness inc: 0.00018888972470709753 Fitness: 0.00809185877665397 - Evaluating [16.335171825538573, 4.363135964695136, 154.40038903407523, 25.297273864314867, 9.715390333850523] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.050562137937547, cost: 4.120625776071751e-05, fitness inc: 4.120625776071751e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.619781464095303, cost: 0.0024429860441075313, fitness inc: 0.0024429860441075313 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.476683937822865, cost: 0.000846118491342529, fitness inc: 0.00846118491342529 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.413693054798728, cost: 4.437694519521251e-06, fitness inc: 4.437694519521251e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.982904821724077, cost: 0.00022538919785153322, fitness inc: 0.00022538919785153322 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564830272675873, cost: 1.5961342431647374e-05, fitness inc: 0.00015961342431647374 Fitness: 0.011334817531981067 - Evaluating [15.443898302048684, 5.191501424012524, 152.21098576560237, 25.552642525135013, 12.696256080229738] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.140144597697937, cost: 0.0003680026625313415, fitness inc: 0.0003680026625313415 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.747634900799459, cost: 0.0047125162227547035, fitness inc: 0.0047125162227547035 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.570302233901786, cost: 0.0007454482432959209, fitness inc: 0.0074544824329592085 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.331644170307385, cost: 0.00028769735554468046, fitness inc: 0.00028769735554468046 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.939133581825973, cost: 0.0009900007458037985, fitness inc: 0.0009900007458037985 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624929688377988, cost: 5.705557618251866e-06, fitness inc: 5.7055576182518664e-05 Fitness: 0.013869754995776251 - Evaluating [13.023012623510537, 3.8921354302911872, 152.13463693655024, 27.318854067388813, 9.210255147808208] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.233259668095986, cost: 0.00028569079762041927, fitness inc: 0.00028569079762041927 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8127493158561188, cost: 0.0013137848798507878, fitness inc: 0.0013137848798507878 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.572893387668278, cost: 0.0007427523506532419, fitness inc: 0.0074275235065324186 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.12539576344135, cost: 0.0003890574034330907, fitness inc: 0.0003890574034330907 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.704883645750035, cost: 0.0012275617635715275, fitness inc: 0.0012275617635715275 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.57258289216971, cost: 1.4348405786623886e-05, fitness inc: 0.00014348405786623886 Fitness: 0.010787102408874483 - Evaluating [14.535310084545488, 4.553356917740233, 152.58133580633591, 27.31679815462664, 11.464653155154103] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.99995069651281, cost: 3.733193703570059e-05, fitness inc: 3.733193703570059e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0706460144951215, cost: 0.003462113694465363, fitness inc: 0.003462113694465363 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.553079947574388, cost: 0.0007634905038069739, fitness inc: 0.007634905038069739 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.553310150325736, cost: 7.938155921372037e-06, fitness inc: 7.938155921372037e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.624009170076758, cost: 0.001315484210917206, fitness inc: 0.001315484210917206 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.558643690938601, cost: 1.7310081032784197e-05, fitness inc: 0.00017310081032784197 Fitness: 0.012630873846737223 >>>>> Evaluating: >>>>> [14.068948437377017, 4.166387511994699, 149.38264291028943, 27.996325934830068, 8.82021172014668] >>>>> [14.413428643607542, 6.12907179564911, 149.08848570205478, 28.53097235491017, 9.45028633848794] >>>>> [14.773821425088238, 5.76572269414931, 150.6954973594081, 26.059500977994887, 8.707983130575588] >>>>> [14.723021058551694, 5.746301474623661, 148.8913057226499, 27.93807587331903, 9.520907309375795] >>>>> [13.865213059105512, 6.627403615190143, 150.55366748063778, 27.638077014793655, 10.473480386671369] >>>>> [15.226636703799787, 4.688990303008146, 147.98841051749227, 29.239626535361225, 8.220199823381613] >>>>> [14.086386944055885, 4.554440682037546, 149.82371265340325, 29.525315996848963, 8.581032640407136] >>>>> [13.503852306106639, 5.987467587478886, 150.26422846557895, 28.30101935397712, 10.057774464966174] >>>>> [16.516294600300107, 5.019262963583043, 152.06479790614478, 27.998132708629623, 9.868783151172257] >>>>> [14.04732621099651, 4.739297748301953, 152.31257828142486, 28.128332683394966, 9.90632419169777] >> Running individual: {'amp': 14.068948437377017, 'amp_increment': 4.166387511994699, 'period': 149.38264291028943, 'period_increment': 27.996325934830068, 'offset': 8.82021172014668} >> Running individual: {'amp': 14.413428643607542, 'amp_increment': 6.12907179564911, 'period': 149.08848570205478, 'period_increment': 28.53097235491017, 'offset': 9.45028633848794} >> Running individual: {'amp': 14.773821425088238, 'amp_increment': 5.76572269414931, 'period': 150.6954973594081, 'period_increment': 26.059500977994887, 'offset': 8.707983130575588} >> Running individual: {'amp': 14.723021058551694, 'amp_increment': 5.746301474623661, 'period': 148.8913057226499, 'period_increment': 27.93807587331903, 'offset': 9.520907309375795} >> Running individual: {'amp': 13.865213059105512, 'amp_increment': 6.627403615190143, 'period': 150.55366748063778, 'period_increment': 27.638077014793655, 'offset': 10.473480386671369} >> Running individual: {'amp': 15.226636703799787, 'amp_increment': 4.688990303008146, 'period': 147.98841051749227, 'period_increment': 29.239626535361225, 'offset': 8.220199823381613} >> Running individual: {'amp': 14.086386944055885, 'amp_increment': 4.554440682037546, 'period': 149.82371265340325, 'period_increment': 29.525315996848963, 'offset': 8.581032640407136} >> Running individual: {'amp': 13.503852306106639, 'amp_increment': 5.987467587478886, 'period': 150.26422846557895, 'period_increment': 28.30101935397712, 'offset': 10.057774464966174} >> Running individual: {'amp': 16.516294600300107, 'amp_increment': 5.019262963583043, 'period': 152.06479790614478, 'period_increment': 27.998132708629623, 'offset': 9.868783151172257} >> Running individual: {'amp': 14.04732621099651, 'amp_increment': 4.739297748301953, 'period': 152.31257828142486, 'period_increment': 28.128332683394966, 'offset': 9.90632419169777} - Evaluating [14.068948437377017, 4.166387511994699, 149.38264291028943, 27.996325934830068, 8.82021172014668] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.88914766494857, cost: 0.00016631154272506166, fitness inc: 0.00016631154272506166 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.248725270484279, cost: 5.7759731640349976e-05, fitness inc: 5.7759731640349976e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.694187214101349, cost: 0.000622009711460425, fitness inc: 0.0062200971146042505 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.055536179425015, cost: 0.00022471938703316763, fitness inc: 0.00022471938703316763 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.415113406465371, cost: 7.98068917223782e-05, fitness inc: 7.98068917223782e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.637614161685867, cost: 4.2006797572602395e-06, fitness inc: 4.2006797572602395e-05 Fitness: 0.00679070146529781 - Evaluating [14.413428643607542, 6.12907179564911, 149.08848570205478, 28.53097235491017, 9.45028633848794] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.863702087914557, cost: 4.8197630195367935e-05, fitness inc: 4.8197630195367935e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.96313538057191, cost: 1.2651646253969417e-06, fitness inc: 1.2651646253969417e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.707657909445547, cost: 0.000609259327224887, fitness inc: 0.00609259327224887 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.99277780761575, cost: 1.3402592369260447e-09, fitness inc: 1.3402592369260447e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.092202990834913, cost: 0.0002782858096822549, fitness inc: 0.0002782858096822549 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.629996622001119, cost: 5.076839475148809e-06, fitness inc: 5.076839475148809e-05 Fitness: 0.006471111611762614 - Evaluating [14.773821425088238, 5.76572269414931, 150.6954973594081, 26.059500977994887, 8.707983130575588] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.48178449491864, cost: 8.604007627754928e-05, fitness inc: 8.604007627754928e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.065836155159079, cost: 0.0010592640484321514, fitness inc: 0.0010592640484321514 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.636434022784023, cost: 0.0006781683168368691, fitness inc: 0.006781683168368691 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.247515196870086, cost: 1.4678683301627693e-05, fitness inc: 1.4678683301627693e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.831552371053702, cost: 0.0007821566302826932, fitness inc: 0.0007821566302826932 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.657388549444666, cost: 2.3133062462266096e-06, fitness inc: 2.3133062462266096e-05 Fitness: 0.008746955669124978 - Evaluating [14.723021058551694, 5.746301474623661, 148.8913057226499, 27.93807587331903, 9.520907309375795] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.243924265082573, cost: 2.1338570471818308e-05, fitness inc: 2.1338570471818308e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.202095042699338, cost: 3.8136721118409156e-05, fitness inc: 3.8136721118409156e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.715916722631566, cost: 0.0006015073066356624, fitness inc: 0.006015073066356624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.99021846454558, cost: 2.4642388130047266e-09, fitness inc: 2.4642388130047266e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.94840260345816, cost: 0.00020984732093487501, fitness inc: 0.00020984732093487501 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.65482922415652, cost: 2.526098737409832e-06, fitness inc: 2.526098737409832e-05 Fitness: 0.006309659130494638 - Evaluating [13.865213059105512, 6.627403615190143, 150.55366748063778, 27.638077014793655, 10.473480386671369] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.338680603577007, cost: 1.6324941031320428e-05, fitness inc: 1.6324941031320428e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.3917257551176245, cost: 0.0024081997420036805, fitness inc: 0.0024081997420036805 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.641576267433071, cost: 0.0006730698288146542, fitness inc: 0.006730698288146542 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.966085035826563, cost: 2.4198273688269545e-05, fitness inc: 2.4198273688269545e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.01912505836907, cost: 8.563424969132427e-08, fitness inc: 8.563424969132427e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.611672278338039, cost: 7.524160912097955e-06, fitness inc: 7.524160912097955e-05 Fitness: 0.009254748488240483 - Evaluating [15.226636703799787, 4.688990303008146, 147.98841051749227, 29.239626535361225, 8.220199823381613] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.44682273260538, cost: 9.004816395030701e-05, fitness inc: 9.004816395030701e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.00642195587875, cost: 0.0037435290962138934, fitness inc: 0.0037435290962138934 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.757517738482987, cost: 0.0005632124629521007, fitness inc: 0.005632124629521007 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.135815746628683, cost: 9.008629742357499e-05, fitness inc: 9.008629742357499e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.69541591693446, cost: 0.000670281773088921, fitness inc: 0.000670281773088921 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.642703983748104, cost: 3.661471681626338e-06, fitness inc: 3.661471681626338e-05 Fitness: 0.010262684677013967 - Evaluating [14.086386944055885, 4.554440682037546, 149.82371265340325, 29.525315996848963, 8.581032640407136] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.66740865326539, cost: 0.00020308127778656537, fitness inc: 0.00020308127778656537 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.505345139389656, cost: 0.00023834118395960058, fitness inc: 0.00023834118395960058 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.674824785848301, cost: 0.0006405676398081317, fitness inc: 0.006405676398081317 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.22185069850122, cost: 0.00020005499747144384, fitness inc: 0.00020005499747144384 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.05978691713276, cost: 8.349483598957264e-07, fitness inc: 8.349483598957264e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.575689991635654, cost: 1.3726081586673544e-05, fitness inc: 0.00013726081586673544 Fitness: 0.007185249621525558 - Evaluating [13.503852306106639, 5.987467587478886, 150.26422846557895, 28.30101935397712, 10.057774464966174] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.561615214754607, cost: 7.72300694200645e-05, fitness inc: 7.72300694200645e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.446068790156655, cost: 0.00224855993243267, fitness inc: 0.00224855993243267 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.654835847381364, cost: 0.0006600116586847893, fitness inc: 0.006600116586847893 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.549084351775367, cost: 5.2706169333394115e-06, fitness inc: 5.2706169333394115e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.433537269638949, cost: 7.485836513099198e-05, fitness inc: 7.485836513099198e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.599731212900876, cost: 9.377198919469087e-06, fitness inc: 9.377198919469087e-05 Fitness: 0.00909980755995965 - Evaluating [16.516294600300107, 5.019262963583043, 152.06479790614478, 27.998132708629623, 9.868783151172257] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.385065876210888, cost: 7.16205869819575e-05, fitness inc: 7.16205869819575e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.647498108783222, cost: 0.002527091348700883, fitness inc: 0.002527091348700883 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.576351440219991, cost: 0.0007391621085458544, fitness inc: 0.007391621085458544 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.404331504642414, cost: 5.112957860242684e-05, fitness inc: 5.112957860242684e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.666762999617307, cost: 0.0006478323627289173, fitness inc: 0.0006478323627289173 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.553241704844393, cost: 1.8532498896384197e-05, fitness inc: 0.00018532498896384197 Fitness: 0.01087461995143657 - Evaluating [14.04732621099651, 4.739297748301953, 152.31257828142486, 28.128332683394966, 9.90632419169777] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.95364378794709, cost: 4.0869606058091534e-05, fitness inc: 4.0869606058091534e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.140989981019584, cost: 0.000688168184861615, fitness inc: 0.000688168184861615 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.5659881812203, cost: 0.0007499474870756861, fitness inc: 0.0074994748707568615 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.692938300503886, cost: 4.4288068039799455e-05, fitness inc: 4.4288068039799455e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.880290412254963, cost: 0.00029244106336778763, fitness inc: 0.00029244106336778763 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.541701302298996, cost: 2.128368259191049e-05, fitness inc: 0.0002128368259191049 Fitness: 0.00877807861900326 >>>>> Evaluating: >>>>> [15.43681619478846, 5.141176778769479, 149.11995414834374, 26.2065542280978, 9.708181710287846] >>>>> [13.205091973308278, 5.040659683592893, 149.09049865652, 28.30931922882656, 9.983863559395223] >>>>> [15.597482312243981, 4.92482010117754, 151.38731956720568, 27.117273882308524, 10.537029238131106] >>>>> [15.186696834318022, 5.565174642312634, 148.32887407781675, 28.3314370790185, 8.464251693765698] >>>>> [13.987749014697433, 6.431517550336078, 149.83326400640763, 30.56448266668862, 9.338439389750214] >>>>> [15.489691649828002, 5.620042312017995, 149.971363969118, 26.87565001894224, 8.95160159285403] >>>>> [12.427618638392225, 6.460713123350784, 146.9459842613901, 26.459461073072067, 8.566127501643779] >>>>> [15.134588784399382, 4.700479804819959, 147.81598126403682, 30.12393727757251, 7.636481482269096] >>>>> [15.006651915921825, 5.591489802277456, 149.99765732425166, 28.479159226833197, 9.518712086881617] >>>>> [14.830872235697278, 5.524025794447681, 148.3518669030501, 26.401851993984764, 12.198647722581185] >> Running individual: {'amp': 15.43681619478846, 'amp_increment': 5.141176778769479, 'period': 149.11995414834374, 'period_increment': 26.2065542280978, 'offset': 9.708181710287846} >> Running individual: {'amp': 13.205091973308278, 'amp_increment': 5.040659683592893, 'period': 149.09049865652, 'period_increment': 28.30931922882656, 'offset': 9.983863559395223} >> Running individual: {'amp': 15.597482312243981, 'amp_increment': 4.92482010117754, 'period': 151.38731956720568, 'period_increment': 27.117273882308524, 'offset': 10.537029238131106} >> Running individual: {'amp': 15.186696834318022, 'amp_increment': 5.565174642312634, 'period': 148.32887407781675, 'period_increment': 28.3314370790185, 'offset': 8.464251693765698} >> Running individual: {'amp': 13.987749014697433, 'amp_increment': 6.431517550336078, 'period': 149.83326400640763, 'period_increment': 30.56448266668862, 'offset': 9.338439389750214} >> Running individual: {'amp': 15.489691649828002, 'amp_increment': 5.620042312017995, 'period': 149.971363969118, 'period_increment': 26.87565001894224, 'offset': 8.95160159285403} >> Running individual: {'amp': 12.427618638392225, 'amp_increment': 6.460713123350784, 'period': 146.9459842613901, 'period_increment': 26.459461073072067, 'offset': 8.566127501643779} >> Running individual: {'amp': 15.134588784399382, 'amp_increment': 4.700479804819959, 'period': 147.81598126403682, 'period_increment': 30.12393727757251, 'offset': 7.636481482269096} >> Running individual: {'amp': 15.006651915921825, 'amp_increment': 5.591489802277456, 'period': 149.99765732425166, 'period_increment': 28.479159226833197, 'offset': 9.518712086881617} >> Running individual: {'amp': 14.830872235697278, 'amp_increment': 5.524025794447681, 'period': 148.3518669030501, 'period_increment': 26.401851993984764, 'offset': 12.198647722581185} - Evaluating [15.43681619478846, 5.141176778769479, 149.11995414834374, 26.2065542280978, 9.708181710287846] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.144989272489113, cost: 7.853325031392799e-07, fitness inc: 7.853325031392799e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.7286217428098, cost: 0.0004953253584847328, fitness inc: 0.0004953253584847328 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.28616187656912, cost: 2.1235165550415047e-06, fitness inc: 2.1235165550415047e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.869802188332288, cost: 0.00017651275478336448, fitness inc: 0.00017651275478336448 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7032052013222305, cost: 8.773493875846583e-08, fitness inc: 8.773493875846583e-07 Fitness: 0.006782344825837949 - Evaluating [13.205091973308278, 5.040659683592893, 149.09049865652, 28.30931922882656, 9.983863559395223] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.188941661616536, cost: 0.00012242987309352138, fitness inc: 0.00012242987309352138 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2212249209113275, cost: 0.002944308836090981, fitness inc: 0.002944308836090981 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.707657909445547, cost: 0.000609259327224887, fitness inc: 0.00609259327224887 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.2295871749872, cost: 8.125183968821226e-05, fitness inc: 8.125183968821226e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.261860056544668, cost: 0.0007044122980386369, fitness inc: 0.0007044122980386369 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.63697857948049, cost: 4.270612658507922e-06, fitness inc: 4.270612658507922e-05 Fitness: 0.0099877022457453 - Evaluating [15.597482312243981, 4.92482010117754, 151.38731956720568, 27.117273882308524, 10.537029238131106] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.134502175307038, cost: 4.805343960379016e-05, fitness inc: 4.805343960379016e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.060445736195512, cost: 3.4155083543652154e-06, fitness inc: 3.4155083543652154e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.605019815058469, cost: 0.000709732078770009, fitness inc: 0.00709732078770009 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.059312865073156, cost: 2.909360187153265e-05, fitness inc: 2.909360187153265e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.985270694076982, cost: 5.0401283924195184e-08, fitness inc: 5.0401283924195184e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602240896357639, cost: 8.970828148324728e-06, fitness inc: 8.970828148324728e-05 Fitness: 0.007267642020296949 - Evaluating [15.186696834318022, 5.565174642312634, 148.32887407781675, 28.3314370790185, 8.464251693765698] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.650937427086397, cost: 6.7936410071745e-05, fitness inc: 6.7936410071745e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.722432843032537, cost: 0.002761547437547973, fitness inc: 0.002761547437547973 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.74157303370679, cost: 0.0005777413972083423, fitness inc: 0.005777413972083423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.216111491131556, cost: 1.5929464515007652e-05, fitness inc: 1.5929464515007652e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.287608891297335, cost: 0.00121962234927242, fitness inc: 0.00121962234927242 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.660590965695908, cost: 2.0602295613958432e-06, fitness inc: 2.0602295613958432e-05 Fitness: 0.009863051929104527 - Evaluating [13.987749014697433, 6.431517550336078, 149.83326400640763, 30.56448266668862, 9.338439389750214] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.32617674804731, cost: 0.0001045797507254198, fitness inc: 0.0001045797507254198 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.649299743963998, cost: 0.00011474928650423433, fitness inc: 0.00011474928650423433 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6740823136808, cost: 0.0006412846829159102, fitness inc: 0.006412846829159102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.757705510649203, cost: 1.5216195664580212e-06, fitness inc: 1.5216195664580212e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.080826573933013, cost: 0.0002725204772381362, fitness inc: 0.0002725204772381362 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.543237250553514, cost: 2.0906539765830345e-05, fitness inc: 0.00020906539765830345 Fitness: 0.007115283360851654 - Evaluating [15.489691649828002, 5.620042312017995, 149.971363969118, 26.87565001894224, 8.95160159285403] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.441281541870413, cost: 1.1652141246432102e-05, fitness inc: 1.1652141246432102e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.538076456479939, cost: 0.0022032799384508195, fitness inc: 0.0022032799384508195 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.668148477438362, cost: 0.0006470296745814119, fitness inc: 0.006470296745814119 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.061321581880392, cost: 9.759290109379037e-08, fitness inc: 9.759290109379037e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.158122987835602, cost: 0.0010856084292559798, fitness inc: 0.0010856084292559798 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.654829224156521, cost: 2.526098737409832e-06, fitness inc: 2.526098737409832e-05 Fitness: 0.009796195835042543 - Evaluating [12.427618638392225, 6.460713123350784, 146.9459842613901, 26.459461073072067, 8.566127501643779] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.993738348107183, cost: 0.0005988342262778223, fitness inc: 0.0005988342262778223 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8614799241315123, cost: 0.001208273319930231, fitness inc: 0.001208273319930231 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.805035726436484, cost: 0.0005210092609143624, fitness inc: 0.005210092609143624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.45444297988566, cost: 0.00016796427492116184, fitness inc: 0.00016796427492116184 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.322188313619968, cost: 2.4225653879161868e-05, fitness inc: 2.4225653879161868e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.767012687426995, cost: 1.9866332573448275e-06, fitness inc: 1.9866332573448275e-05 Fitness: 0.007229256416725449 - Evaluating [15.134588784399382, 4.700479804819959, 147.81598126403682, 30.12393727757251, 7.636481482269096] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.771056247080445, cost: 0.0001854375279940479, fitness inc: 0.0001854375279940479 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.498097065589261, cost: 0.005791055971128611, fitness inc: 0.005791055971128611 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765899864680926, cost: 0.0005556486802907878, fitness inc: 0.0055564868029078784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.4715411315609, cost: 0.00016571581188284945, fitness inc: 0.00016571581188284945 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.198576917103509, cost: 0.0011266423548217386, fitness inc: 0.0011266423548217386 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.619871866920529, cost: 6.369737090672345e-06, fitness inc: 6.369737090672345e-05 Fitness: 0.01288903583964185 - Evaluating [15.006651915921825, 5.591489802277456, 149.99765732425166, 28.479159226833197, 9.518712086881617] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.525362950587457, cost: 8.408747931953897e-06, fitness inc: 8.408747931953897e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.487938855100656, cost: 0.0002222100126577642, fitness inc: 0.0002222100126577642 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.666666666665597, cost: 0.0006484683165065563, fitness inc: 0.006484683165065563 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.116844658604517, cost: 3.541541360174705e-07, fitness inc: 3.541541360174705e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.079418182969789, cost: 0.00027181092838990395, fitness inc: 0.00027181092838990395 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602868668757499, cost: 8.870585907150286e-06, fitness inc: 8.870585907150286e-05 Fitness: 0.007076172867252706 - Evaluating [14.830872235697278, 5.524025794447681, 148.3518669030501, 26.401851993984764, 12.198647722581185] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.029508637566742, cost: 0.00015375658199057174, fitness inc: 0.00015375658199057174 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.632214893042972, cost: 0.005205298749740406, fitness inc: 0.005205298749740406 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.740815638691206, cost: 0.0005784361363266877, fitness inc: 0.005784361363266877 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.553532060782466, cost: 0.0001690267291346581, fitness inc: 0.0001690267291346581 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.156241353698764, cost: 0.0007925527994910864, fitness inc: 0.0007925527994910864 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7221332112602425, cost: 4.4006332688972805e-08, fitness inc: 4.4006332688972805e-07 Fitness: 0.012105436286950488 >>>>> Evaluating: >>>>> [14.722215747292907, 6.638414411506673, 149.10932908666535, 28.565226125966046, 9.645277259891072] >>>>> [14.337599461779641, 6.454956516318378, 149.2245296698124, 27.484672437005194, 9.265256051340815] >>>>> [14.021842015487408, 6.588711478489293, 149.56185808255034, 28.972865584083507, 9.021425088550911] >>>>> [14.646525096256358, 5.529993438313351, 149.3431236584712, 28.8831498238197, 9.08765125898394] >>>>> [14.524765099559376, 5.838654273206994, 149.98154506902483, 30.024051711286567, 9.859912092485748] >>>>> [13.546530671508647, 5.275356474653091, 149.9492336921626, 28.193485751468206, 9.52496908171053] >>>>> [14.924313872205078, 6.429464827020791, 148.92984894506307, 28.57975267211905, 7.771371595995602] >>>>> [13.840498218571181, 3.667553877266581, 150.59096342174226, 27.71159264749308, 12.356323512176223] >>>>> [14.99220260183074, 6.582582778634717, 147.5170339602119, 29.308920566899115, 12.163575634479274] >>>>> [15.45383246277354, 6.570149861274459, 149.76378717915048, 28.95061013956902, 9.497684498362318] >> Running individual: {'amp': 14.722215747292907, 'amp_increment': 6.638414411506673, 'period': 149.10932908666535, 'period_increment': 28.565226125966046, 'offset': 9.645277259891072} >> Running individual: {'amp': 14.337599461779641, 'amp_increment': 6.454956516318378, 'period': 149.2245296698124, 'period_increment': 27.484672437005194, 'offset': 9.265256051340815} >> Running individual: {'amp': 14.021842015487408, 'amp_increment': 6.588711478489293, 'period': 149.56185808255034, 'period_increment': 28.972865584083507, 'offset': 9.021425088550911} >> Running individual: {'amp': 14.646525096256358, 'amp_increment': 5.529993438313351, 'period': 149.3431236584712, 'period_increment': 28.8831498238197, 'offset': 9.08765125898394} >> Running individual: {'amp': 14.524765099559376, 'amp_increment': 5.838654273206994, 'period': 149.98154506902483, 'period_increment': 30.024051711286567, 'offset': 9.859912092485748} >> Running individual: {'amp': 13.546530671508647, 'amp_increment': 5.275356474653091, 'period': 149.9492336921626, 'period_increment': 28.193485751468206, 'offset': 9.52496908171053} >> Running individual: {'amp': 14.924313872205078, 'amp_increment': 6.429464827020791, 'period': 148.92984894506307, 'period_increment': 28.57975267211905, 'offset': 7.771371595995602} >> Running individual: {'amp': 13.840498218571181, 'amp_increment': 3.667553877266581, 'period': 150.59096342174226, 'period_increment': 27.71159264749308, 'offset': 12.356323512176223} >> Running individual: {'amp': 14.99220260183074, 'amp_increment': 6.582582778634717, 'period': 147.5170339602119, 'period_increment': 29.308920566899115, 'offset': 12.163575634479274} >> Running individual: {'amp': 15.45383246277354, 'amp_increment': 6.570149861274459, 'period': 149.76378717915048, 'period_increment': 28.95061013956902, 'offset': 9.497684498362318} - Evaluating [14.722215747292907, 6.638414411506673, 149.10932908666535, 28.565226125966046, 9.645277259891072] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.36748808711125, cost: 1.4933592249133376e-05, fitness inc: 1.4933592249133376e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.076920699138035, cost: 5.529219545552522e-06, fitness inc: 5.529219545552522e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706908115357746, cost: 0.0006099655641533808, fitness inc: 0.006099655641533808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.00589944605821, cost: 2.623377450516884e-05, fitness inc: 2.623377450516884e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.71533842729366, cost: 0.0006861158597631922, fitness inc: 0.0006861158597631922 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.628095452497967, cost: 5.308440780282808e-06, fitness inc: 5.308440780282808e-05 Fitness: 0.006885552495399683 - Evaluating [14.337599461779641, 6.454956516318378, 149.2245296698124, 27.484672437005194, 9.265256051340815] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.60284385116059, cost: 7.28663822794351e-05, fitness inc: 7.28663822794351e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.072332264299934, cost: 4.88962666278514e-06, fitness inc: 4.88962666278514e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.700915791823811, cost: 0.0006156244528152666, fitness inc: 0.006156244528152666 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.057808781969914, cost: 8.673749896104255e-08, fitness inc: 8.673749896104255e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.527279434572275, cost: 0.0005439996244536172, fitness inc: 0.0005439996244536172 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659309564232253, cost: 2.1597356201219498e-06, fitness inc: 2.1597356201219498e-05 Fitness: 0.006799684255248684 - Evaluating [14.021842015487408, 6.588711478489293, 149.56185808255034, 28.972865584083507, 9.021425088550911] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.043256411407487, cost: 0.0001429167564357403, fitness inc: 0.0001429167564357403 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.000407590693038, cost: 1.931970139423811e-10, fitness inc: 1.931970139423811e-10 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.685981724982214, cost: 0.0006298410231917462, fitness inc: 0.006298410231917462 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.631969263794584, cost: 3.5109593573556808e-06, fitness inc: 3.5109593573556808e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.589118773129744, cost: 0.000588916980971188, fitness inc: 0.000588916980971188 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.60098577349523, cost: 9.172933914780579e-06, fitness inc: 9.172933914780579e-05 Fitness: 0.0071254844610265655 - Evaluating [14.646525096256358, 5.529993438313351, 149.3431236584712, 28.8831498238197, 9.08765125898394] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.734165456530757, cost: 5.981275615885018e-05, fitness inc: 5.981275615885018e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.558863401868362, cost: 0.00029147638013882204, fitness inc: 0.00029147638013882204 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6956812855697345, cost: 0.0006205890334526343, fitness inc: 0.006205890334526343 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.26415907034495, cost: 1.4036503966696756e-05, fitness inc: 1.4036503966696756e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.088856194582661, cost: 0.0002765834625115815, fitness inc: 0.0002765834625115815 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.611042531701485, cost: 7.6167963156681395e-06, fitness inc: 7.61679631566814e-05 Fitness: 0.006923967400458975 - Evaluating [14.524765099559376, 5.838654273206994, 149.98154506902483, 30.024051711286567, 9.859912092485748] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.384668835260495, cost: 1.4133288486206652e-05, fitness inc: 1.4133288486206652e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.664842814766836, cost: 0.00010480301451898377, fitness inc: 0.00010480301451898377 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.667407489720012, cost: 0.000647748876165366, fitness inc: 0.00647748876165366 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.223328720877532, cost: 1.2934484842075378e-06, fitness inc: 1.2934484842075378e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.503503564446042, cost: 5.915814992207835e-05, fitness inc: 5.915814992207835e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.555555555554745, cost: 1.800379108385375e-05, fitness inc: 0.00018003791083853748 Fitness: 0.006836914573903674 - Evaluating [13.546530671508647, 5.275356474653091, 149.9492336921626, 28.193485751468206, 9.52496908171053] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.07149195130305, cost: 0.00013882244659824128, fitness inc: 0.00013882244659824128 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.021551692114854, cost: 0.0008926698541540379, fitness inc: 0.0008926698541540379 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.668889629875555, cost: 0.0006463107119690781, fitness inc: 0.006463107119690781 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.346844589737916, cost: 7.084592459927208e-05, fitness inc: 7.084592459927208e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.296907975977438, cost: 0.00011532249406753792, fitness inc: 0.00011532249406753792 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.613562366676988, cost: 7.249533098829808e-06, fitness inc: 7.249533098829808e-05 Fitness: 0.007753263170098168 - Evaluating [14.924313872205078, 6.429464827020791, 148.92984894506307, 28.57975267211905, 7.771371595995602] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.695674451935393, cost: 0.00019819018585465198, fitness inc: 0.00019819018585465198 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.152930727109836, cost: 0.004307738810199857, fitness inc: 0.004307738810199857 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.714413607877171, cost: 0.0006029144965433719, fitness inc: 0.006029144965433719 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.12514667186964, cost: 1.9841070099668734e-05, fitness inc: 1.9841070099668734e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.582386956419157, cost: 0.0029856150592530994, fitness inc: 0.0029856150592530994 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.633802816900501, cost: 4.628689809660358e-06, fitness inc: 4.628689809660358e-05 Fitness: 0.0135868169889376 - Evaluating [13.840498218571181, 3.667553877266581, 150.59096342174226, 27.71159264749308, 12.356323512176223] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.196811241709366, cost: 5.3476243210837104e-05, fitness inc: 5.3476243210837104e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.4841667093011732, cost: 0.011405336741748928, fitness inc: 0.011405336741748928 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.640106241698889, cost: 0.0006745253860371836, fitness inc: 0.006745253860371836 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.864371438225625, cost: 4.7668435809722354e-07, fitness inc: 4.7668435809722354e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -5.151717289833131, cost: 0.005454742253425682, fitness inc: 0.005454742253425682 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.608524957935249, cost: 7.992791929756216e-06, fitness inc: 7.992791929756216e-05 Fitness: 0.023739213702412942 - Evaluating [14.99220260183074, 6.582582778634717, 147.5170339602119, 29.308920566899115, 12.163575634479274] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.155767748439565, cost: 0.00017347867429806652, fitness inc: 0.00017347867429806652 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.8286157546275184, cost: 0.004381194278565426, fitness inc: 0.004381194278565426 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.778895040107384, cost: 0.0005440231407837226, fitness inc: 0.005440231407837226 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.73835081935818, cost: 0.0003621975239642694, fitness inc: 0.0003621975239642694 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.41119936572768, cost: 8.087856812122318e-05, fitness inc: 8.087856812122318e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.655468838365791, cost: 2.4720412604706254e-06, fitness inc: 2.4720412604706254e-05 Fitness: 0.010462700865390917 - Evaluating [15.45383246277354, 6.570149861274459, 149.76378717915048, 28.95061013956902, 9.497684498362318] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.951505461588876, cost: 8.762642644821739e-08, fitness inc: 8.762642644821739e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.956135291917768, cost: 0.0008526215247860458, fitness inc: 0.0008526215247860458 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.677053193856041, cost: 0.0006384179567906489, fitness inc: 0.0063841795679064894 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.52165596057509, cost: 6.002891265222132e-05, fitness inc: 6.002891265222132e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.52628285074405, cost: 0.0014869910006370946, fitness inc: 0.0014869910006370946 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.008884999509164548 >>>>> Evaluating: >>>>> [14.701114146428717, 5.775397347895372, 149.12501385832158, 27.590083879270296, 9.1241760603336] >>>>> [17.068408922419273, 6.582501479259204, 147.9021639131342, 28.713438318061684, 8.479672826017763] >>>>> [14.62701379903934, 4.796996440788405, 151.2615254564729, 29.239682911259084, 10.585997271770106] >>>>> [12.293504429169484, 5.989392508336631, 149.83880821235965, 26.582397081814403, 10.129686788273016] >>>>> [15.018592079615512, 5.285238933573941, 149.53503169557382, 29.087751297817405, 10.591687665568001] >>>>> [14.485238777019507, 5.560934456036975, 149.80073639934946, 27.93807587331903, 9.260662201228035] >>>>> [12.707355966391106, 5.536752439051889, 149.20383109003424, 29.746782631142608, 9.022092175623106] >>>>> [15.382999949746228, 6.3717925217131395, 148.4710829176687, 29.562759255942247, 8.94382832492249] >>>>> [14.610868493167374, 5.819181508858664, 149.72806639239906, 27.52828174164985, 10.101729264298335] >>>>> [13.260973880448711, 6.70743891854757, 151.03817503192366, 26.948658509222362, 10.091290580316082] >> Running individual: {'amp': 14.701114146428717, 'amp_increment': 5.775397347895372, 'period': 149.12501385832158, 'period_increment': 27.590083879270296, 'offset': 9.1241760603336} >> Running individual: {'amp': 17.068408922419273, 'amp_increment': 6.582501479259204, 'period': 147.9021639131342, 'period_increment': 28.713438318061684, 'offset': 8.479672826017763} >> Running individual: {'amp': 14.62701379903934, 'amp_increment': 4.796996440788405, 'period': 151.2615254564729, 'period_increment': 29.239682911259084, 'offset': 10.585997271770106} >> Running individual: {'amp': 12.293504429169484, 'amp_increment': 5.989392508336631, 'period': 149.83880821235965, 'period_increment': 26.582397081814403, 'offset': 10.129686788273016} >> Running individual: {'amp': 15.018592079615512, 'amp_increment': 5.285238933573941, 'period': 149.53503169557382, 'period_increment': 29.087751297817405, 'offset': 10.591687665568001} >> Running individual: {'amp': 14.485238777019507, 'amp_increment': 5.560934456036975, 'period': 149.80073639934946, 'period_increment': 27.93807587331903, 'offset': 9.260662201228035} >> Running individual: {'amp': 12.707355966391106, 'amp_increment': 5.536752439051889, 'period': 149.20383109003424, 'period_increment': 29.746782631142608, 'offset': 9.022092175623106} >> Running individual: {'amp': 15.382999949746228, 'amp_increment': 6.3717925217131395, 'period': 148.4710829176687, 'period_increment': 29.562759255942247, 'offset': 8.94382832492249} >> Running individual: {'amp': 14.610868493167374, 'amp_increment': 5.819181508858664, 'period': 149.72806639239906, 'period_increment': 27.52828174164985, 'offset': 10.101729264298335} >> Running individual: {'amp': 13.260973880448711, 'amp_increment': 6.70743891854757, 'period': 151.03817503192366, 'period_increment': 26.948658509222362, 'offset': 10.091290580316082} - Evaluating [14.701114146428717, 5.775397347895372, 149.12501385832158, 27.590083879270296, 9.1241760603336] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.825281537223354, cost: 5.151202249897846e-05, fitness inc: 5.151202249897846e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.576924659631227, cost: 0.0003106129898969856, fitness inc: 0.0003106129898969856 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.600677257180322, cost: 4.1334377606228045e-06, fitness inc: 4.1334377606228045e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.35232210508606, cost: 0.0004265552462122679, fitness inc: 0.0004265552462122679 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031231, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.006921637724008001 - Evaluating [17.068408922419273, 6.582501479259204, 147.9021639131342, 28.713438318061684, 8.479672826017763] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.548076487874322, cost: 1.1216334708796794e-05, fitness inc: 1.1216334708796794e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.588720082263654, cost: 0.011878078107224188, fitness inc: 0.011878078107224188 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.761325219741994, cost: 0.0005597703770052753, fitness inc: 0.005597703770052753 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.13057184829989, cost: 0.00011767646306071189, fitness inc: 0.00011767646306071189 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.171229535939442, cost: 0.006201134126108121, fitness inc: 0.006201134126108121 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.023824961700235736 - Evaluating [14.62701379903934, 4.796996440788405, 151.2615254564729, 29.239682911259084, 10.585997271770106] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.213002111531285, cost: 1.6945666613255028e-06, fitness inc: 1.6945666613255028e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.041003323474032, cost: 0.0008575584070266151, fitness inc: 0.0008575584070266151 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.611133148220628, cost: 0.0007035334991158937, fitness inc: 0.007035334991158937 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.009998435364867, cost: 2.6085216209281725e-09, fitness inc: 2.6085216209281725e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.838007403930856, cost: 0.0003149382562239733, fitness inc: 0.0003149382562239733 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.54016620498534, cost: 2.1663984842601458e-05, fitness inc: 0.00021663984842601458 Fitness: 0.008426168678018486 - Evaluating [12.293504429169484, 5.989392508336631, 149.83880821235965, 26.582397081814403, 10.129686788273016] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.42318194242066, cost: 0.0002478234016020098, fitness inc: 0.0002478234016020098 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.1638094434885384, cost: 0.007451659107014064, fitness inc: 0.007451659107014064 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6740823136808, cost: 0.0006412846829159102, fitness inc: 0.006412846829159102 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.41257561086736, cost: 6.532438068840296e-05, fitness inc: 6.532438068840296e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.153201365573697, cost: 0.0007951664410408288, fitness inc: 0.0007951664410408288 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.668291576917807, cost: 1.511670653431274e-06, fitness inc: 1.511670653431274e-05 Fitness: 0.01498793686603872 - Evaluating [15.018592079615512, 5.285238933573941, 149.53503169557382, 29.087751297817405, 10.591687665568001] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.61026995606746, cost: 1.390604974571552e-05, fitness inc: 1.390604974571552e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.426891833786392, cost: 0.00030641731461722443, fitness inc: 0.00030641731461722443 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.687472135531698, cost: 0.00062841494235788, fitness inc: 0.0062841494235788 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.895505861819405, cost: 2.079190600079439e-05, fitness inc: 2.079190600079439e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.712132426024983, cost: 1.93312278199409e-05, fitness inc: 1.93312278199409e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.598477214196833, cost: 9.5836201982058e-06, fitness inc: 9.5836201982058e-05 Fitness: 0.006740432123744533 - Evaluating [14.485238777019507, 5.560934456036975, 149.80073639934946, 27.93807587331903, 9.260662201228035] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.745872072845664, cost: 5.871158186132597e-05, fitness inc: 5.871158186132597e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2245476778750115, cost: 4.707875051990218e-05, fitness inc: 4.707875051990218e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.675567423229904, cost: 0.0006398508376074252, fitness inc: 0.006398508376074252 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.30682421688206, cost: 1.2455930584076569e-05, fitness inc: 1.2455930584076569e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.785500343325932, cost: 0.0001439611980929012, fitness inc: 0.0001439611980929012 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.626195566556986, cost: 5.545045972055185e-06, fitness inc: 5.545045972055185e-05 Fitness: 0.00671616629685301 - Evaluating [12.707355966391106, 5.536752439051889, 149.20383109003424, 29.746782631142608, 9.022092175623106] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.729445733741784, cost: 0.0003991674874959106, fitness inc: 0.0003991674874959106 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.685261561651728, cost: 0.0016106173846904825, fitness inc: 0.0016106173846904825 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.702412868631635, cost: 0.0006142082348862266, fitness inc: 0.0061420823488622656 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.266191449037283, cost: 0.00019372114378579663, fitness inc: 0.00019372114378579663 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.222009094030065, cost: 0.0001411989016174564, fitness inc: 0.0001411989016174564 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.587840858291452, cost: 1.1424843328167178e-05, fitness inc: 0.00011424843328167178 Fitness: 0.008601035699733584 - Evaluating [15.382999949746228, 6.3717925217131395, 148.4710829176687, 29.562759255942247, 8.94382832492249] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.326817076794377, cost: 1.6915939410666603e-05, fitness inc: 1.6915939410666603e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.439159212055645, cost: 0.0019295342254662673, fitness inc: 0.0019295342254662673 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.735518634933815, cost: 0.0005833065916339697, fitness inc: 0.005833065916339697 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.698609620353675, cost: 1.2654322679050978e-05, fitness inc: 1.2654322679050978e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.810951629167244, cost: 0.0018403325383407054, fitness inc: 0.0018403325383407054 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.616715344865416, cost: 6.802770611824549e-06, fitness inc: 6.802770611824549e-05 Fitness: 0.009700530648354633 - Evaluating [14.610868493167374, 5.819181508858664, 149.72806639239906, 27.52828174164985, 10.101729264298335] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.712587194631908, cost: 3.0829474473303975e-06, fitness inc: 3.0829474473303975e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.509129223184897, cost: 0.00022480081922326978, fitness inc: 0.00022480081922326978 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6785396260007115, cost: 0.0006369860421943097, fitness inc: 0.0063698604219430965 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.531771457383925, cost: 7.332206854782086e-06, fitness inc: 7.332206854782086e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.32830792616235, cost: 2.5154555851836236e-05, fitness inc: 2.5154555851836236e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.641430666816197, cost: 3.792892434795192e-06, fitness inc: 3.792892434795192e-05 Fitness: 0.006668159875668267 - Evaluating [13.260973880448711, 6.70743891854757, 151.03817503192366, 26.948658509222362, 10.091290580316082] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.352252582998158, cost: 0.00010134695466412769, fitness inc: 0.00010134695466412769 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.169674265722304, cost: 0.0031169047285616314, fitness inc: 0.0031169047285616314 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.62076271186343, cost: 0.0006938246819881977, fitness inc: 0.006938246819881977 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.059691178765096, cost: 9.247499244136037e-08, fitness inc: 9.247499244136037e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.87710783441635, cost: 3.522075332829111e-06, fitness inc: 3.522075332829111e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.618608832452178, cost: 6.541300004769823e-06, fitness inc: 6.541300004769823e-05 Fitness: 0.010225526053480705 >>>>> Evaluating: >>>>> [14.629946911597832, 7.065892030524376, 150.6485920197181, 29.292347567522764, 8.334975206854583] >>>>> [15.87554354045003, 6.965108374016124, 150.6414216145475, 29.411319455824433, 10.50463079333471] >>>>> [14.017491855425957, 5.909815181822912, 150.41304529893483, 30.925682398922564, 10.32102003351584] >>>>> [15.06111938625875, 5.6238863412222315, 150.95858272011748, 29.661467266437743, 10.06685541172506] >>>>> [13.435902846687675, 5.42890495230083, 151.29760258193315, 27.159503520626277, 9.956102442180947] >>>>> [15.150225494674586, 5.48311892199711, 149.66294567992182, 28.201368793514913, 9.056477581135908] >>>>> [12.537568946648236, 6.558123018931227, 152.01746083356957, 27.56947162212162, 9.906782382681484] >>>>> [14.069950543748474, 5.081330436827852, 151.2051037504956, 28.516731168659575, 9.972863948440285] >>>>> [13.626336488556065, 5.5041384746454245, 149.76936762962745, 26.78596334010967, 10.104475201399925] >>>>> [15.263870884609451, 5.739589846568727, 148.80420079585963, 28.728744265752937, 10.00807450162482] >> Running individual: {'amp': 14.629946911597832, 'amp_increment': 7.065892030524376, 'period': 150.6485920197181, 'period_increment': 29.292347567522764, 'offset': 8.334975206854583} >> Running individual: {'amp': 15.87554354045003, 'amp_increment': 6.965108374016124, 'period': 150.6414216145475, 'period_increment': 29.411319455824433, 'offset': 10.50463079333471} >> Running individual: {'amp': 14.017491855425957, 'amp_increment': 5.909815181822912, 'period': 150.41304529893483, 'period_increment': 30.925682398922564, 'offset': 10.32102003351584} >> Running individual: {'amp': 15.06111938625875, 'amp_increment': 5.6238863412222315, 'period': 150.95858272011748, 'period_increment': 29.661467266437743, 'offset': 10.06685541172506} >> Running individual: {'amp': 13.435902846687675, 'amp_increment': 5.42890495230083, 'period': 151.29760258193315, 'period_increment': 27.159503520626277, 'offset': 9.956102442180947} >> Running individual: {'amp': 15.150225494674586, 'amp_increment': 5.48311892199711, 'period': 149.66294567992182, 'period_increment': 28.201368793514913, 'offset': 9.056477581135908} >> Running individual: {'amp': 12.537568946648236, 'amp_increment': 6.558123018931227, 'period': 152.01746083356957, 'period_increment': 27.56947162212162, 'offset': 9.906782382681484} >> Running individual: {'amp': 14.069950543748474, 'amp_increment': 5.081330436827852, 'period': 151.2051037504956, 'period_increment': 28.516731168659575, 'offset': 9.972863948440285} >> Running individual: {'amp': 13.626336488556065, 'amp_increment': 5.5041384746454245, 'period': 149.76936762962745, 'period_increment': 26.78596334010967, 'offset': 10.104475201399925} >> Running individual: {'amp': 15.263870884609451, 'amp_increment': 5.739589846568727, 'period': 148.80420079585963, 'period_increment': 28.728744265752937, 'offset': 10.00807450162482} - Evaluating [14.629946911597832, 7.065892030524376, 150.6485920197181, 29.292347567522764, 8.334975206854583] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.964908802367404, cost: 0.0001545890767419289, fitness inc: 0.0001545890767419289 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.294963327242111, cost: 0.0015628325945814536, fitness inc: 0.0015628325945814536 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.637902422833317, cost: 0.0006767104533741408, fitness inc: 0.006767104533741408 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.030802377899306, cost: 2.4649719487790378e-08, fitness inc: 2.4649719487790378e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.36085255637239, cost: 0.0026287161500219147, fitness inc: 0.0026287161500219147 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5578713352777775, cost: 1.7482302864357813e-05, fitness inc: 0.00017482302864357813 Fitness: 0.011288090033449771 - Evaluating [15.87554354045003, 6.965108374016124, 150.6414216145475, 29.411319455824433, 10.50463079333471] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.380163496973655, cost: 7.111454171304654e-05, fitness inc: 7.111454171304654e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.370902342323831, cost: 0.00012841605356095354, fitness inc: 0.00012841605356095354 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.638636866562332, cost: 0.0006759818670060147, fitness inc: 0.006759818670060147 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.345274129821135, cost: 0.0002900554384948073, fitness inc: 0.0002900554384948073 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.336004138781302, cost: 0.0012717042935537215, fitness inc: 0.0012717042935537215 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.55401277422857, cost: 1.8355461930852357e-05, fitness inc: 0.00018355461930852357 Fitness: 0.0087046636166912 - Evaluating [14.017491855425957, 5.909815181822912, 150.41304529893483, 30.925682398922564, 10.32102003351584] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.338500960475585, cost: 1.6333811854063462e-05, fitness inc: 1.6333811854063462e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.696458841391692, cost: 0.0015833420799149511, fitness inc: 0.0015833420799149511 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.648199445982312, cost: 0.0006665312974973858, fitness inc: 0.006665312974973858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.24831611432264, cost: 1.5990315874736538e-06, fitness inc: 1.5990315874736538e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.606276759834966, cost: 3.616386840898933e-05, fitness inc: 3.616386840898933e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.514199062585351, cost: 2.8607288242610274e-05, fitness inc: 0.00028607288242610274 Fitness: 0.008588824649165439 - Evaluating [15.06111938625875, 5.6238863412222315, 150.95858272011748, 29.661467266437743, 10.06685541172506] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.127964560822146, cost: 6.117853487142e-07, fitness inc: 6.117853487142e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.994254146828964, cost: 3.030839312856415e-08, fitness inc: 3.030839312856415e-08 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.623978803266764, cost: 0.00069059711712538, fitness inc: 0.0069059711712538 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.751850777601227, cost: 1.4656469900620195e-05, fitness inc: 1.4656469900620195e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.618139922792237, cost: 8.915787987029411e-05, fitness inc: 8.915787987029411e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.537098560353565, cost: 2.243404590795972e-05, fitness inc: 0.0002243404590795972 Fitness: 0.007234768073846154 - Evaluating [13.435902846687675, 5.42890495230083, 151.29760258193315, 27.159503520626277, 9.956102442180947] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.392001169068276, cost: 9.651667726173763e-05, fitness inc: 9.651667726173763e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.479787752006979, cost: 0.00215223990530633, fitness inc: 0.00215223990530633 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.609385327163597, cost: 0.0007053029229994179, fitness inc: 0.007053029229994179 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.820902708550687, cost: 3.604085614561381e-05, fitness inc: 3.604085614561381e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.908694350992018, cost: 0.000277796057820634, fitness inc: 0.000277796057820634 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.60349658186618, cost: 8.770884589059946e-06, fitness inc: 8.770884589059946e-05 Fitness: 0.009703331572419094 - Evaluating [15.150225494674586, 5.48311892199711, 149.66294567992182, 28.201368793514913, 9.056477581135908] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.20669452644929, cost: 2.3491851216639326e-05, fitness inc: 2.3491851216639326e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.093734997353344, cost: 0.0011153782526831524, fitness inc: 0.0011153782526831524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6815144766136285, cost: 0.0006341251185888463, fitness inc: 0.0063412511858884635 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.68981238784187, cost: 2.49397891405323e-06, fitness inc: 2.49397891405323e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.57685605742861, cost: 0.0005798685183194818, fitness inc: 0.0005798685183194818 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.622399640165517, cost: 6.03322685344132e-06, fitness inc: 6.03322685344132e-05 Fitness: 0.008122816055556203 - Evaluating [12.537568946648236, 6.558123018931227, 152.01746083356957, 27.56947162212162, 9.906782382681484] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.444343039983412, cost: 0.00024377072538950273, fitness inc: 0.00024377072538950273 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.630777829114148, cost: 0.005211586288015879, fitness inc: 0.005211586288015879 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.578081831337006, cost: 0.000737368828463314, fitness inc: 0.00737368828463314 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.002462841901217, cost: 2.5796103335196108e-05, fitness inc: 2.5796103335196108e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.188896141689025, cost: 0.00015347277633492862, fitness inc: 0.00015347277633492862 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.568703884170148, cost: 1.5144699292868324e-05, fitness inc: 0.00015144699292868324 Fitness: 0.01315976117063733 - Evaluating [14.069950543748474, 5.081330436827852, 151.2051037504956, 28.516731168659575, 9.972863948440285] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.042811176337853, cost: 3.4200764059022504e-05, fitness inc: 3.4200764059022504e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.097082330187903, cost: 0.0007602657600456197, fitness inc: 0.0007602657600456197 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.613756613755637, cost: 0.0007008817703482162, fitness inc: 0.007008817703482162 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.12413508371595, cost: 1.988698165011904e-05, fitness inc: 1.988698165011904e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.178408162094453, cost: 0.0001574669272584872, fitness inc: 0.0001574669272584872 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.564056196966778, cost: 1.6127105330276947e-05, fitness inc: 0.00016127105330276947 Fitness: 0.00814190918979818 - Evaluating [13.626336488556065, 5.5041384746454245, 149.76936762962745, 26.78596334010967, 10.104475201399925] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.73079974733471, cost: 6.013124234738321e-05, fitness inc: 6.013124234738321e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.5218535867231844, cost: 0.002035013899930771, fitness inc: 0.002035013899930771 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.67631022588076, cost: 0.0006391342765295072, fitness inc: 0.006391342765295072 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.234938368598208, cost: 1.5173468749019037e-05, fitness inc: 1.5173468749019037e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.025991183677212, cost: 0.00022129953477001418, fitness inc: 0.00022129953477001418 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.663797009514269, cost: 1.8215477093352916e-06, fitness inc: 1.8215477093352916e-05 Fitness: 0.008741176388185612 - Evaluating [15.263870884609451, 5.739589846568727, 148.80420079585963, 28.728744265752937, 10.00807450162482] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.271941889496222, cost: 2.7618541273977115e-06, fitness inc: 2.7618541273977115e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.255793146375841, cost: 6.108817278216438e-05, fitness inc: 6.108817278216438e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.720430107525806, cost: 0.0005972918164272034, fitness inc: 0.005972918164272034 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.01152250945438, cost: 2.6527875092829944e-05, fitness inc: 2.6527875092829944e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.995371196068989, cost: 0.00023114124573764272, fitness inc: 0.00023114124573764272 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.63316809373501, cost: 4.701985076183135e-06, fitness inc: 4.701985076183135e-05 Fitness: 0.0063414571627739 >>>>> Evaluating: >>>>> [16.15774235203964, 5.124262760832944, 148.34259408437458, 27.013827851231547, 10.287617577621825] >>>>> [11.773355730012439, 3.5188060789472306, 149.0729182082748, 29.687360729406247, 8.068766296961499] >>>>> [15.594184461997623, 7.306586375890013, 148.8279106523297, 26.612859242391018, 10.2054686762727] >>>>> [15.234318364101654, 5.047671992520027, 150.74365895397048, 30.1215790183566, 11.198427485012708] >>>>> [15.007334051227009, 5.45529189654844, 151.27019789179832, 29.986355127857923, 10.045442645118433] >>>>> [13.593576301276332, 4.443703422835025, 148.9630875340361, 28.256574408139343, 10.743291657605976] >>>>> [14.986861530344335, 4.45164246199953, 148.36192824329152, 28.8160761680199, 10.526310545191112] >>>>> [14.730054732394512, 5.0756265579207955, 149.1080436559584, 30.21729723165265, 8.298215771961011] >>>>> [16.36435944305476, 6.110714261019785, 149.41930488066942, 26.71979847881617, 8.97159466025743] >>>>> [11.974120369664467, 5.220447820063716, 150.40169116381506, 27.705505143759837, 9.490644729900202] >> Running individual: {'amp': 16.15774235203964, 'amp_increment': 5.124262760832944, 'period': 148.34259408437458, 'period_increment': 27.013827851231547, 'offset': 10.287617577621825} >> Running individual: {'amp': 11.773355730012439, 'amp_increment': 3.5188060789472306, 'period': 149.0729182082748, 'period_increment': 29.687360729406247, 'offset': 8.068766296961499} >> Running individual: {'amp': 15.594184461997623, 'amp_increment': 7.306586375890013, 'period': 148.8279106523297, 'period_increment': 26.612859242391018, 'offset': 10.2054686762727} >> Running individual: {'amp': 15.234318364101654, 'amp_increment': 5.047671992520027, 'period': 150.74365895397048, 'period_increment': 30.1215790183566, 'offset': 11.198427485012708} >> Running individual: {'amp': 15.007334051227009, 'amp_increment': 5.45529189654844, 'period': 151.27019789179832, 'period_increment': 29.986355127857923, 'offset': 10.045442645118433} >> Running individual: {'amp': 13.593576301276332, 'amp_increment': 4.443703422835025, 'period': 148.9630875340361, 'period_increment': 28.256574408139343, 'offset': 10.743291657605976} >> Running individual: {'amp': 14.986861530344335, 'amp_increment': 4.45164246199953, 'period': 148.36192824329152, 'period_increment': 28.8160761680199, 'offset': 10.526310545191112} >> Running individual: {'amp': 14.730054732394512, 'amp_increment': 5.0756265579207955, 'period': 149.1080436559584, 'period_increment': 30.21729723165265, 'offset': 8.298215771961011} >> Running individual: {'amp': 16.36435944305476, 'amp_increment': 6.110714261019785, 'period': 149.41930488066942, 'period_increment': 26.71979847881617, 'offset': 8.97159466025743} >> Running individual: {'amp': 11.974120369664467, 'amp_increment': 5.220447820063716, 'period': 150.40169116381506, 'period_increment': 27.705505143759837, 'offset': 9.490644729900202} - Evaluating [16.15774235203964, 5.124262760832944, 148.34259408437458, 27.013827851231547, 10.287617577621825] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.445348192416393, cost: 7.798983087281552e-05, fitness inc: 7.798983087281552e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.870111454917724, cost: 0.0007062122654601932, fitness inc: 0.0007062122654601932 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.74157303370679, cost: 0.0005777413972083423, fitness inc: 0.005777413972083423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.56960989925038, cost: 6.387174195920942e-05, fitness inc: 6.387174195920942e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.994376801197642, cost: 0.00023067976878621277, fitness inc: 0.00023067976878621277 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.702554744524635, cost: 9.833784131441092e-08, fitness inc: 9.833784131441092e-07 Fitness: 0.006857150957574998 - Evaluating [11.773355730012439, 3.5188060789472306, 149.0729182082748, 29.687360729406247, 8.068766296961499] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 19.84211338046328, cost: 0.000992208387661342, fitness inc: 0.000992208387661342 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.704581628593889, cost: 0.0015637009736080287, fitness inc: 0.0015637009736080287 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.708407871197496, cost: 0.00060855334084986, fitness inc: 0.0060855334084986 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 23.360920913232622, cost: 0.0011414336600251707, fitness inc: 0.0011414336600251707 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.223387148321729, cost: 0.001795641457689956, fitness inc: 0.001795641457689956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5940926381731835, cost: 1.032303262560319e-05, fitness inc: 0.0001032303262560319 Fitness: 0.01168174821373913 - Evaluating [15.594184461997623, 7.306586375890013, 148.8279106523297, 26.612859242391018, 10.2054686762727] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.79964142266542, cost: 2.3874268230583695e-05, fitness inc: 2.3874268230583695e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.388701868907353, cost: 0.00014103368858597864, fitness inc: 0.00014103368858597864 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003406, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.106226130115864, cost: 0.00025009311183632477, fitness inc: 0.00025009311183632477 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.695289876876927, cost: 0.0016922533073918666, fitness inc: 0.0016922533073918666 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.699954400363885, cost: 1.467657901876862e-07, fitness inc: 1.467657901876862e-06 Fitness: 0.008095681681734579 - Evaluating [15.234318364101654, 5.047671992520027, 150.74365895397048, 30.1215790183566, 11.198427485012708] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.432734619201167, cost: 7.663468210694635e-05, fitness inc: 7.663468210694635e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.035878598568775, cost: 0.0008667406956640589, fitness inc: 0.0008667406956640589 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.634232640423525, cost: 0.0006803568357288681, fitness inc: 0.006803568357288681 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.480409379948714, cost: 5.681893597575538e-05, fitness inc: 5.681893597575538e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.083550365210893, cost: 0.00019592107224442046, fitness inc: 0.00019592107224442046 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.528680027642591, cost: 2.4616411774758262e-05, fitness inc: 0.0002461641177475826 Fitness: 0.008245847861027444 - Evaluating [15.007334051227009, 5.45529189654844, 151.27019789179832, 29.986355127857923, 10.045442645118433] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.052768041478647, cost: 1.0414052686869013e-07, fitness inc: 1.0414052686869013e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.9618799812462475, cost: 1.3529149945901153e-06, fitness inc: 1.3529149945901153e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.610259122156611, cost: 0.0007044180508206654, fitness inc: 0.007044180508206654 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.508059515229995, cost: 6.692934515717397e-06, fitness inc: 6.692934515717397e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.417171233277609, cost: 4.061231542984434e-05, fitness inc: 4.061231542984434e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.517241379309537, cost: 2.7743978565752947e-05, fitness inc: 0.00027743978565752947 Fitness: 0.007370382599331204 - Evaluating [13.593576301276332, 4.443703422835025, 148.9630875340361, 28.256574408139343, 10.743291657605976] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.33685757839649, cost: 1.6415074323816725e-05, fitness inc: 1.6415074323816725e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.850274035575745, cost: 0.0042946020808039, fitness inc: 0.0042946020808039 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.712911165807832, cost: 0.0006043226967097359, fitness inc: 0.006043226967097359 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.780563504743824, cost: 3.85490685204104e-05, fitness inc: 3.85490685204104e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.2939784428637156, cost: 0.0017056517198152932, fitness inc: 0.0017056517198152932 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.642703983748104, cost: 3.661471681626338e-06, fitness inc: 3.661471681626338e-05 Fitness: 0.012135059627377043 - Evaluating [14.986861530344335, 4.45164246199953, 148.36192824329152, 28.8160761680199, 10.526310545191112] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.51316051110924, cost: 9.832881027294071e-06, fitness inc: 9.832881027294071e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.460540893611953, cost: 0.00027149876373611104, fitness inc: 0.00027149876373611104 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7400584138385105, cost: 0.0005791311359569784, fitness inc: 0.005791311359569784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.964805715590618, cost: 3.205411169826533e-08, fitness inc: 3.205411169826533e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.912184544274131, cost: 0.0002760224523072896, fitness inc: 0.0002760224523072896 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6439778756058185, cost: 3.5323102679507556e-06, fitness inc: 3.5323102679507556e-05 Fitness: 0.006384020613431685 - Evaluating [14.730054732394512, 5.0756265579207955, 149.1080436559584, 30.21729723165265, 8.298215771961011] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.028267102769494, cost: 0.00014511445740628126, fitness inc: 0.00014511445740628126 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.431819560101726, cost: 0.0019099414608699794, fitness inc: 0.0019099414608699794 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706908115357746, cost: 0.0006099655641533808, fitness inc: 0.006099655641533808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.103884770742813, cost: 9.319860699386062e-05, fitness inc: 9.319860699386062e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.507457429066518, cost: 0.0005299782401420039, fitness inc: 0.0005299782401420039 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576000892159239, cost: 1.3664570290172762e-05, fitness inc: 0.00013664570290172762 Fitness: 0.00891453410984766 - Evaluating [16.36435944305476, 6.110714261019785, 149.41930488066942, 26.71979847881617, 8.97159466025743] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.335939283557696, cost: 4.214447484218731e-06, fitness inc: 4.214447484218731e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.39275201401779, cost: 0.0053154855402747225, fitness inc: 0.0053154855402747225 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.692693809257155, cost: 0.0006234313757482735, fitness inc: 0.0062343137574827345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.446655611051025, cost: 5.4257690709658135e-05, fitness inc: 5.4257690709658135e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.503466976572401, cost: 0.0028558905463610396, fitness inc: 0.0028558905463610396 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.677302146019301, cost: 9.773949244396007e-07, fitness inc: 9.773949244396007e-06 Fitness: 0.01447393593155677 - Evaluating [11.974120369664467, 5.220447820063716, 150.40169116381506, 27.705505143759837, 9.490644729900202] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.46476466437838, cost: 0.00046635952208651243, fitness inc: 0.00046635952208651243 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.483475236952351, cost: 0.005875863383992264, fitness inc: 0.005875863383992264 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.648936170211698, cost: 0.0006658059574182751, fitness inc: 0.006658059574182751 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.685196388989826, cost: 0.0002847860239426625, fitness inc: 0.0002847860239426625 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.703922061213291, cost: 0.0012285893521816194, fitness inc: 0.0012285893521816194 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.614192679091841, cost: 7.159084545294014e-06, fitness inc: 7.159084545294014e-05 Fitness: 0.014585248701838749 >>>>> Evaluating: >>>>> [15.467548459188206, 6.245491856223168, 151.0930181792096, 26.449641929711852, 8.86409969831368] >>>>> [17.00530702986497, 5.414225172985731, 150.25896899188808, 27.98345105465434, 9.494972598512767] >>>>> [15.628341496980953, 6.012595389125895, 149.5923194204507, 26.12641747588124, 10.380662041440498] >>>>> [15.817647652480595, 7.686884159743489, 149.3192281929126, 28.589756679575782, 10.345618740134011] >>>>> [15.950670341585674, 5.9912641138326315, 150.4587384381253, 27.149364825316226, 11.171227107797911] >>>>> [13.506513638237804, 6.155381238228536, 148.82940118644345, 29.457456789514183, 9.587930881148102] >>>>> [16.402450217802787, 6.460653685117015, 149.78703968326943, 27.34408068332519, 10.795164152210369] >>>>> [15.637774082178487, 4.5333462633246, 149.41995064850607, 27.485722108801966, 10.659223702086946] >>>>> [12.597022407969305, 5.570783793294394, 149.48188541687338, 29.277579311648143, 7.947180831251542] >>>>> [12.291993812568595, 3.5247046106579507, 151.5741947766098, 29.581611262826907, 8.262846152416095] >> Running individual: {'amp': 15.467548459188206, 'amp_increment': 6.245491856223168, 'period': 151.0930181792096, 'period_increment': 26.449641929711852, 'offset': 8.86409969831368} >> Running individual: {'amp': 17.00530702986497, 'amp_increment': 5.414225172985731, 'period': 150.25896899188808, 'period_increment': 27.98345105465434, 'offset': 9.494972598512767} >> Running individual: {'amp': 15.628341496980953, 'amp_increment': 6.012595389125895, 'period': 149.5923194204507, 'period_increment': 26.12641747588124, 'offset': 10.380662041440498} >> Running individual: {'amp': 15.817647652480595, 'amp_increment': 7.686884159743489, 'period': 149.3192281929126, 'period_increment': 28.589756679575782, 'offset': 10.345618740134011} >> Running individual: {'amp': 15.950670341585674, 'amp_increment': 5.9912641138326315, 'period': 150.4587384381253, 'period_increment': 27.149364825316226, 'offset': 11.171227107797911} >> Running individual: {'amp': 13.506513638237804, 'amp_increment': 6.155381238228536, 'period': 148.82940118644345, 'period_increment': 29.457456789514183, 'offset': 9.587930881148102} >> Running individual: {'amp': 16.402450217802787, 'amp_increment': 6.460653685117015, 'period': 149.78703968326943, 'period_increment': 27.34408068332519, 'offset': 10.795164152210369} >> Running individual: {'amp': 15.637774082178487, 'amp_increment': 4.5333462633246, 'period': 149.41995064850607, 'period_increment': 27.485722108801966, 'offset': 10.659223702086946} >> Running individual: {'amp': 12.597022407969305, 'amp_increment': 5.570783793294394, 'period': 149.48188541687338, 'period_increment': 29.277579311648143, 'offset': 7.947180831251542} >> Running individual: {'amp': 12.291993812568595, 'amp_increment': 3.5247046106579507, 'period': 151.5741947766098, 'period_increment': 29.581611262826907, 'offset': 8.262846152416095} - Evaluating [15.467548459188206, 6.245491856223168, 151.0930181792096, 26.449641929711852, 8.86409969831368] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.331628491728857, cost: 1.667498534319023e-05, fitness inc: 1.667498534319023e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.6034467881085765, cost: 0.002394080724472558, fitness inc: 0.002394080724472558 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6188637617198385, cost: 0.0006957339324187295, fitness inc: 0.006957339324187295 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.577131071079553, cost: 8.636322897159765e-06, fitness inc: 8.636322897159765e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.84892802734862, cost: 0.0018902995979460657, fitness inc: 0.0018902995979460657 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.632533513573499, cost: 4.7758393916241815e-06, fitness inc: 4.7758393916241815e-05 Fitness: 0.01131478934876251 - Evaluating [17.00530702986497, 5.414225172985731, 150.25896899188808, 27.98345105465434, 9.494972598512767] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.50026727176318, cost: 8.40285011358688e-05, fitness inc: 8.40285011358688e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.510323947861289, cost: 0.005847549725170875, fitness inc: 0.005847549725170875 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.655574043260162, cost: 0.0006592884272453858, fitness inc: 0.006592884272453858 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.91449218168462, cost: 9.502015961837529e-05, fitness inc: 9.502015961837529e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.924547165377835, cost: 0.0019917761858834204, fitness inc: 0.0019917761858834204 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6104129263904765, cost: 7.709977493775e-06, fitness inc: 7.709977493775e-05 Fitness: 0.014688358619200148 - Evaluating [15.628341496980953, 6.012595389125895, 149.5923194204507, 26.12641747588124, 10.380662041440498] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.00899169579955, cost: 3.801000010794642e-05, fitness inc: 3.801000010794642e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.247668493914381, cost: 5.7270079757976156e-05, fitness inc: 5.7270079757976156e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.684491978608554, cost: 0.0006312680806704885, fitness inc: 0.0063126808067048845 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.0215872352531, cost: 0.00010594684157383405, fitness inc: 0.00010594684157383405 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.260263143480596, cost: 0.00037047878174745197, fitness inc: 0.00037047878174745197 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.690871841565216, cost: 3.917411726117592e-07, fitness inc: 3.917411726117592e-06 Fitness: 0.006888303921618211 - Evaluating [15.817647652480595, 7.686884159743489, 149.3192281929126, 28.589756679575782, 10.345618740134011] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.163251957033793, cost: 5.051954491530619e-05, fitness inc: 5.051954491530619e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.47201835201978, cost: 0.00020795033548393071, fitness inc: 0.00020795033548393071 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.697176024108762, cost: 0.0006191693434849377, fitness inc: 0.006191693434849377 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.850147099704515, cost: 0.00038417601462858997, fitness inc: 0.00038417601462858997 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.15888994816623, cost: 0.0023229903312262934, fitness inc: 0.0023229903312262934 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.621135469363906, cost: 6.200378363740988e-06, fitness inc: 6.200378363740988e-05 Fitness: 0.009219333444740907 - Evaluating [15.950670341585674, 5.9912641138326315, 150.4587384381253, 27.149364825316226, 11.171227107797911] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.121886214087745, cost: 0.0001680695319913328, fitness inc: 0.0001680695319913328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.779430010005268, cost: 4.5387009217412455e-05, fitness inc: 4.5387009217412455e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.645990252546563, cost: 0.0006687087163330663, fitness inc: 0.006687087163330663 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.11315211552467, cost: 0.0002512093336669574, fitness inc: 0.0002512093336669574 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.770698726366877, cost: 0.0001385877981525674, fitness inc: 0.0001385877981525674 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.630630630629724, cost: 5.000752797079677e-06, fitness inc: 5.000752797079677e-05 Fitness: 0.00734034836432973 - Evaluating [13.506513638237804, 6.155381238228536, 148.82940118644345, 29.457456789514183, 9.587930881148102] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.094434993395556, cost: 0.00013553937839394514, fitness inc: 0.00013553937839394514 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.9185710317750426, cost: 0.0010902577983573636, fitness inc: 0.0010902577983573636 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003406, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.249813495875216, cost: 1.458915210428291e-05, fitness inc: 1.458915210428291e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.07395826225185, cost: 1.2774115276670273e-06, fitness inc: 1.2774115276670273e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.609154139554849, cost: 7.897975675241753e-06, fitness inc: 7.897975675241753e-05 Fitness: 0.0073076031449236245 - Evaluating [16.402450217802787, 6.460653685117015, 149.78703968326943, 27.34408068332519, 10.795164152210369] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.197603778432732, cost: 0.00018027588005853357, fitness inc: 0.00018027588005853357 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.60727809994219, cost: 0.0003441426646100254, fitness inc: 0.0003441426646100254 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.675567423229904, cost: 0.0006398508376074252, fitness inc: 0.006398508376074252 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.65825699930142, cost: 0.00034684914182170345, fitness inc: 0.00034684914182170345 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.067924364974903, cost: 0.0009968487748958088, fitness inc: 0.0009968487748958088 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6458897922303475, cost: 3.3428111978484054e-06, fitness inc: 3.3428111978484054e-05 Fitness: 0.008300052949438808 - Evaluating [15.637774082178487, 4.5333462633246, 149.41995064850607, 27.485722108801966, 10.659223702086946] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.29698435397083, cost: 6.2801835710391e-05, fitness inc: 6.2801835710391e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.978538067066076, cost: 4.2801903665790064e-07, fitness inc: 4.2801903665790064e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.692693809257155, cost: 0.0006234313757482735, fitness inc: 0.0062343137574827345 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.830323909910124, cost: 1.7875419617063848e-05, fitness inc: 1.7875419617063848e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.511894700434372, cost: 5.558084443768596e-05, fitness inc: 5.558084443768596e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.65227221342889, cost: 2.7480472002405776e-06, fitness inc: 2.7480472002405776e-05 Fitness: 0.006398480348286939 - Evaluating [12.597022407969305, 5.570783793294394, 149.48188541687338, 29.277579311648143, 7.947180831251542] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.544192996709622, cost: 0.0007406621267374014, fitness inc: 0.0007406621267374014 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6498330714716785, cost: 0.00011440053468847466, fitness inc: 0.00011440053468847466 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.689708997657531, cost: 0.0006262776561359873, fitness inc: 0.006262776561359873 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.11497851495805, cost: 0.00039115145075840907, fitness inc: 0.00039115145075840907 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.22061580958971, cost: 1.1359907277963543e-05, fitness inc: 1.1359907277963543e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5940926381731835, cost: 1.032303262560319e-05, fitness inc: 0.0001032303262560319 Fitness: 0.0076235809070781535 - Evaluating [12.291993812568595, 3.5247046106579507, 151.5741947766098, 29.581611262826907, 8.262846152416095] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.554832126335466, cost: 0.0007371319582694102, fitness inc: 0.0007371319582694102 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.029136892113373, cost: 0.0008788945106460444, fitness inc: 0.0008788945106460444 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.597176408496186, cost: 0.0007177245879342875, fitness inc: 0.007177245879342875 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.079536627137102, cost: 0.0009079196062351524, fitness inc: 0.0009079196062351524 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.553845898929275, cost: 0.0013942153003480007, fitness inc: 0.0013942153003480007 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.520287054926047, cost: 2.689296337965441e-05, fitness inc: 0.0002689296337965441 Fitness: 0.011364336888638027 >>>>> Evaluating: >>>>> [15.107761676832725, 5.433870896615774, 147.6422732494824, 28.303698345723724, 8.643808031541028] >>>>> [14.155959347811093, 5.217247090028011, 148.05564913787742, 28.54388254664898, 9.701819987703168] >>>>> [15.271779694605728, 6.914339305446497, 150.4572036304956, 29.5570553321888, 9.818172183693461] >>>>> [15.738987020612688, 5.098069267883741, 148.0381565394292, 29.45497583098876, 9.048581463141751] >>>>> [13.95648342042541, 4.362551801969206, 149.1167825052112, 25.689193784726175, 9.73487818615922] >>>>> [15.585158213455351, 5.769157724822048, 149.95486344049382, 29.182598816373183, 9.858382863096763] >>>>> [12.239651151699373, 5.661071845385544, 147.06979637816, 30.24933055629495, 8.507760142188092] >>>>> [13.14575622462916, 6.061637993263881, 150.97275167303712, 28.2338571925165, 7.893412745335872] >>>>> [15.386364352626652, 8.480148798709834, 149.50495197202272, 29.215820093007306, 6.0071675440868715] >>>>> [12.60225357578042, 4.811296366789527, 147.2563968220453, 27.77904983247445, 8.61944524467684] >> Running individual: {'amp': 15.107761676832725, 'amp_increment': 5.433870896615774, 'period': 147.6422732494824, 'period_increment': 28.303698345723724, 'offset': 8.643808031541028} >> Running individual: {'amp': 14.155959347811093, 'amp_increment': 5.217247090028011, 'period': 148.05564913787742, 'period_increment': 28.54388254664898, 'offset': 9.701819987703168} >> Running individual: {'amp': 15.271779694605728, 'amp_increment': 6.914339305446497, 'period': 150.4572036304956, 'period_increment': 29.5570553321888, 'offset': 9.818172183693461} >> Running individual: {'amp': 15.738987020612688, 'amp_increment': 5.098069267883741, 'period': 148.0381565394292, 'period_increment': 29.45497583098876, 'offset': 9.048581463141751} >> Running individual: {'amp': 13.95648342042541, 'amp_increment': 4.362551801969206, 'period': 149.1167825052112, 'period_increment': 25.689193784726175, 'offset': 9.73487818615922} >> Running individual: {'amp': 15.585158213455351, 'amp_increment': 5.769157724822048, 'period': 149.95486344049382, 'period_increment': 29.182598816373183, 'offset': 9.858382863096763} >> Running individual: {'amp': 12.239651151699373, 'amp_increment': 5.661071845385544, 'period': 147.06979637816, 'period_increment': 30.24933055629495, 'offset': 8.507760142188092} >> Running individual: {'amp': 13.14575622462916, 'amp_increment': 6.061637993263881, 'period': 150.97275167303712, 'period_increment': 28.2338571925165, 'offset': 7.893412745335872} >> Running individual: {'amp': 15.386364352626652, 'amp_increment': 8.480148798709834, 'period': 149.50495197202272, 'period_increment': 29.215820093007306, 'offset': 6.0071675440868715} >> Running individual: {'amp': 12.60225357578042, 'amp_increment': 4.811296366789527, 'period': 147.2563968220453, 'period_increment': 27.77904983247445, 'offset': 8.61944524467684} - Evaluating [15.107761676832725, 5.433870896615774, 147.6422732494824, 28.303698345723724, 8.643808031541028] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.75155811259714, cost: 5.8180419494346935e-05, fitness inc: 5.8180419494346935e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.463941053547155, cost: 0.0019964222074048132, fitness inc: 0.0019964222074048132 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.772773450726996, cost: 0.0005494842541996503, fitness inc: 0.005494842541996503 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.185433091390067, cost: 1.720073082567275e-05, fitness inc: 1.720073082567275e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.897809036883306, cost: 0.0008397200361516255, fitness inc: 0.0008397200361516255 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6837558258488095, cost: 6.660441649319893e-07, fitness inc: 6.6604416493198926e-06 Fitness: 0.008413026377522281 - Evaluating [14.155959347811093, 5.217247090028011, 148.05564913787742, 28.54388254664898, 9.701819987703168] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.857768769996607, cost: 4.8702280426748956e-05, fitness inc: 4.8702280426748956e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.45412724734382, cost: 0.00027799162275576883, fitness inc: 0.00027799162275576883 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.754474839580147, cost: 0.0005659709141356828, fitness inc: 0.005659709141356828 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.074997322165075, cost: 2.218100876294482e-05, fitness inc: 2.218100876294482e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.67135734922387, cost: 2.5195983318293536e-05, fitness inc: 2.5195983318293536e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.006052932935701749 - Evaluating [15.271779694605728, 6.914339305446497, 150.4572036304956, 29.5570553321888, 9.818172183693461] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.089941030012387, cost: 3.0232313485978324e-07, fitness inc: 3.0232313485978324e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.453595281682929, cost: 0.00019203896888253524, fitness inc: 0.00019203896888253524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.645990252546563, cost: 0.0006687087163330663, fitness inc: 0.006687087163330663 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.004277508378, cost: 0.00010414049819051918, fitness inc: 0.00010414049819051918 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.367932002112628, cost: 0.0013066582481007227, fitness inc: 0.0013066582481007227 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.554784057768944, cost: 1.8179225763637064e-05, fitness inc: 0.00018179225763637064 Fitness: 0.00847201945927567 - Evaluating [15.738987020612688, 5.098069267883741, 148.0381565394292, 29.45497583098876, 9.048581463141751] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.787556222160188, cost: 1.684193553619373e-06, fitness inc: 1.684193553619373e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.690394849978882, cost: 0.0026600444178597193, fitness inc: 0.0026600444178597193 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.75523530736213, cost: 0.0005652809037387518, fitness inc: 0.005652809037387518 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.88561744389921, cost: 3.3900796136965283e-07, fitness inc: 3.3900796136965283e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.788473105778602, cost: 0.0007458234524340135, fitness inc: 0.0007458234524340135 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.634437683118317, cost: 4.555953976193017e-06, fitness inc: 4.555953976193017e-05 Fitness: 0.00910625964895817 - Evaluating [13.95648342042541, 4.362551801969206, 149.1167825052112, 25.689193784726175, 9.73487818615922] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.691352055919875, cost: 6.392707889590898e-05, fitness inc: 6.392707889590898e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.221594998104641, cost: 0.0005651423724077898, fitness inc: 0.0005651423724077898 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.05390897951166, cost: 9.817580776083634e-05, fitness inc: 9.817580776083634e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.584152994624294, cost: 0.00046750836178821586, fitness inc: 0.00046750836178821586 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.720823798626086, cost: 3.054596908746987e-08, fitness inc: 3.054596908746987e-07 Fitness: 0.007301779594667712 - Evaluating [15.585158213455351, 5.769157724822048, 149.95486344049382, 29.182598816373183, 9.858382863096763] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.443529422620976, cost: 7.345694530758173e-06, fitness inc: 7.345694530758173e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.72676404289447, cost: 0.0004928042140677213, fitness inc: 0.0004928042140677213 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.668889629875555, cost: 0.0006463107119690781, fitness inc: 0.006463107119690781 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.212689252889017, cost: 3.8127715990210476e-05, fitness inc: 3.8127715990210476e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.495921846246434, cost: 0.0005219025122034093, fitness inc: 0.0005219025122034093 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.582226191804388, cost: 1.2461976144906295e-05, fitness inc: 0.00012461976144906295 Fitness: 0.007647907017931943 - Evaluating [12.239651151699373, 5.661071845385544, 147.06979637816, 30.24933055629495, 8.507760142188092] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.747402250540286, cost: 0.0006746899401894879, fitness inc: 0.0006746899401894879 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.7318809787317995, cost: 0.0014985846359447663, fitness inc: 0.0014985846359447663 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.799637352673444, cost: 0.0005257212255650456, fitness inc: 0.005257212255650456 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.40847349129209, cost: 0.00033430306410997535, fitness inc: 0.00033430306410997535 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.392953198415645, cost: 8.596872469734951e-05, fitness inc: 8.596872469734951e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.639521768553119, cost: 3.994253046757379e-06, fitness inc: 3.994253046757379e-05 Fitness: 0.00789070115105961 - Evaluating [13.14575622462916, 6.061637993263881, 150.97275167303712, 28.2338571925165, 7.893412745335872] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.039160246921057, cost: 0.0005853401100438527, fitness inc: 0.0005853401100438527 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.252335404952231, cost: 5.944818829239917e-05, fitness inc: 5.944818829239917e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6232475990716795, cost: 0.0006913302703681623, fitness inc: 0.006913302703681623 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.100801559784497, cost: 0.00021786467101492235, fitness inc: 0.00021786467101492235 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.31397654177978, cost: 0.0004027181267132196, fitness inc: 0.0004027181267132196 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.58035714285624, cost: 1.2817218529304064e-05, fitness inc: 0.00012817218529304064 Fitness: 0.008306845985039057 - Evaluating [15.386364352626652, 8.480148798709834, 149.50495197202272, 29.215820093007306, 6.0071675440868715] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.393529486118503, cost: 0.00048533425678665143, fitness inc: 0.00048533425678665143 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -9.379174463980092, cost: 0.017584662287002395, fitness inc: 0.017584662287002395 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.688963210701269, cost: 0.0006269898399146046, fitness inc: 0.0062698983991460455 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.873670185766773, cost: 4.1354724822362243e-07, fitness inc: 4.1354724822362243e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -17.859333723814864, cost: 0.014208224063460229, fitness inc: 0.014208224063460229 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.03864962343039979 - Evaluating [12.60225357578042, 4.811296366789527, 147.2563968220453, 27.77904983247445, 8.61944524467684] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 21.2216891182644, cost: 0.0005326617450530646, fitness inc: 0.0005326617450530646 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.982797699576468, cost: 0.000964717255090175, fitness inc: 0.000964717255090175 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.79040289723749, cost: 0.0005338306078530586, fitness inc: 0.005338306078530586 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.03298560540627, cost: 0.00040782941947337115, fitness inc: 0.00040782941947337115 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.794096673224203, cost: 0.00033918296148882643, fitness inc: 0.00033918296148882643 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.71363272768735, cost: 3.0469227141338706e-10, fitness inc: 3.0469227141338706e-09 Fitness: 0.007582700506558737 >>>>> Evaluating: >>>>> [15.06395027409948, 6.662678359120415, 148.42583675274432, 26.5461815870555, 13.171742880840995] >>>>> [13.806141467926928, 4.539059727836915, 150.1560639130763, 28.832380881087555, 10.467166481968704] >>>>> [14.581442062807255, 4.420514517679288, 149.38415238935696, 27.201906850634543, 10.130996337009796] >>>>> [14.672877473174829, 6.992038818112326, 147.12858225886558, 27.450408356581047, 10.22005988620065] >>>>> [16.44336705284897, 4.170391692953188, 148.67368334026034, 26.83153994171025, 9.502064257645639] >>>>> [15.521946368713973, 3.9979837894377797, 148.33916735324595, 29.69605938039457, 10.2563263935335] >>>>> [14.408537870770413, 4.498305783530486, 149.12492885956038, 27.583317571578785, 9.44821434627405] >>>>> [13.84373322814444, 4.923604874128411, 149.8572937270494, 27.806204034014392, 9.862375848297306] >>>>> [15.088847771952825, 5.5431030794159, 148.23722302984626, 28.118587274979568, 10.043679107941022] >>>>> [15.066694853866736, 5.435743914574905, 147.81189197786557, 30.90255695546336, 10.139013653895791] >> Running individual: {'amp': 15.06395027409948, 'amp_increment': 6.662678359120415, 'period': 148.42583675274432, 'period_increment': 26.5461815870555, 'offset': 13.171742880840995} >> Running individual: {'amp': 13.806141467926928, 'amp_increment': 4.539059727836915, 'period': 150.1560639130763, 'period_increment': 28.832380881087555, 'offset': 10.467166481968704} >> Running individual: {'amp': 14.581442062807255, 'amp_increment': 4.420514517679288, 'period': 149.38415238935696, 'period_increment': 27.201906850634543, 'offset': 10.130996337009796} >> Running individual: {'amp': 14.672877473174829, 'amp_increment': 6.992038818112326, 'period': 147.12858225886558, 'period_increment': 27.450408356581047, 'offset': 10.22005988620065} >> Running individual: {'amp': 16.44336705284897, 'amp_increment': 4.170391692953188, 'period': 148.67368334026034, 'period_increment': 26.83153994171025, 'offset': 9.502064257645639} >> Running individual: {'amp': 15.521946368713973, 'amp_increment': 3.9979837894377797, 'period': 148.33916735324595, 'period_increment': 29.69605938039457, 'offset': 10.2563263935335} >> Running individual: {'amp': 14.408537870770413, 'amp_increment': 4.498305783530486, 'period': 149.12492885956038, 'period_increment': 27.583317571578785, 'offset': 9.44821434627405} >> Running individual: {'amp': 13.84373322814444, 'amp_increment': 4.923604874128411, 'period': 149.8572937270494, 'period_increment': 27.806204034014392, 'offset': 9.862375848297306} >> Running individual: {'amp': 15.088847771952825, 'amp_increment': 5.5431030794159, 'period': 148.23722302984626, 'period_increment': 28.118587274979568, 'offset': 10.043679107941022} >> Running individual: {'amp': 15.066694853866736, 'amp_increment': 5.435743914574905, 'period': 147.81189197786557, 'period_increment': 30.90255695546336, 'offset': 10.139013653895791} - Evaluating [15.06395027409948, 6.662678359120415, 148.42583675274432, 26.5461815870555, 13.171742880840995] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 28.23568169181971, cost: 0.0003907266110576568, fitness inc: 0.0003907266110576568 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -1.8921935760810173, cost: 0.008933924874753418, fitness inc: 0.008933924874753418 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.737031214910221, cost: 0.0005819137350056014, fitness inc: 0.005819137350056014 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.89836008668284, cost: 0.0006216876776664604, fitness inc: 0.0006216876776664604 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.554874847476043, cost: 0.00048703432061425467, fitness inc: 0.00048703432061425467 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.714938850153389, cost: 3.0483149338067506e-10, fitness inc: 3.0483149338067506e-09 Fitness: 0.016252513882462738 - Evaluating [13.806141467926928, 4.539059727836915, 150.1560639130763, 28.832380881087555, 10.467166481968704] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.273297048591484, cost: 1.9712743692612555e-05, fitness inc: 1.9712743692612555e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.338967339735225, cost: 0.0025683825328408627, fitness inc: 0.0025683825328408627 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6592674805760685, cost: 0.0006556758045311861, fitness inc: 0.006556758045311861 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.812358148176635, cost: 3.656509833049881e-05, fitness inc: 3.656509833049881e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.878027941697073, cost: 0.0010495174783857752, fitness inc: 0.0010495174783857752 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.586592178770137, cost: 1.1651602116025117e-05, fitness inc: 0.00011651602116025117 Fitness: 0.010347451919721862 - Evaluating [14.581442062807255, 4.420514517679288, 149.38415238935696, 27.201906850634543, 10.130996337009796] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.712425413488763, cost: 3.0864196925994847e-06, fitness inc: 3.0864196925994847e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.450436248689674, cost: 0.00028176296030080206, fitness inc: 0.00028176296030080206 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.693440428379115, cost: 0.0006227204204293235, fitness inc: 0.006227204204293235 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.13294446304359, cost: 1.9488943293510808e-05, fitness inc: 1.9488943293510808e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.87095393191194, cost: 0.0002973370070912251, fitness inc: 0.0002973370070912251 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.006848032433752538 - Evaluating [14.672877473174829, 6.992038818112326, 147.12858225886558, 27.450408356581047, 10.22005988620065] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.892926273879347, cost: 4.276413324566519e-07, fitness inc: 4.276413324566519e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.452805362358544, cost: 0.00027933936204138643, fitness inc: 0.00027933936204138643 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.796556411417135, cost: 0.0005284199141027957, fitness inc: 0.0052841991410279565 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.88496208213174, cost: 9.21118044986402e-05, fitness inc: 9.21118044986402e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.444843169892904, cost: 0.00048688777766092706, fitness inc: 0.00048688777766092706 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.728032993469126, cost: 1.350474316819117e-07, fitness inc: 1.3504743168191169e-06 Fitness: 0.006144316200878186 - Evaluating [16.44336705284897, 4.170391692953188, 148.67368334026034, 26.83153994171025, 9.502064257645639] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.9454188174999, cost: 3.3371515375857363e-05, fitness inc: 3.3371515375857363e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.941292760714634, cost: 0.0035052845011017686, fitness inc: 0.0035052845011017686 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.726457399102064, cost: 0.0005916854156272633, fitness inc: 0.005916854156272633 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.115820457878176, cost: 3.4797437675759824e-07, fitness inc: 3.4797437675759824e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.111673297911258, cost: 0.00028829286273701626, fitness inc: 0.00028829286273701626 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.698005698004786, cost: 1.893923663454089e-07, fitness inc: 1.893923663454089e-06 Fitness: 0.009746044933527487 - Evaluating [15.521946368713973, 3.9979837894377797, 148.33916735324595, 29.69605938039457, 10.2563263935335] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.77826349997756, cost: 2.261490608757022e-05, fitness inc: 2.261490608757022e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.26560469376071, cost: 6.586319631607385e-05, fitness inc: 6.586319631607385e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.74157303370679, cost: 0.0005777413972083423, fitness inc: 0.005777413972083423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.77624570283349, cost: 1.2976342592674328e-06, fitness inc: 1.2976342592674328e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.263593366939634, cost: 0.00012650917086609592, fitness inc: 0.00012650917086609592 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.616715344865416, cost: 6.802770611824549e-06, fitness inc: 6.802770611824549e-05 Fitness: 0.006061726585730676 - Evaluating [14.408537870770413, 4.498305783530486, 149.12492885956038, 27.583317571578785, 9.44821434627405] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.85674374387754, cost: 4.878972882282895e-05, fitness inc: 4.878972882282895e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.9603103859018765, cost: 1.466765690905092e-06, fitness inc: 1.466765690905092e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706158488877881, cost: 0.0006106720514124087, fitness inc: 0.0061067205141240866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.355055565540308, cost: 7.014394569737625e-05, fitness inc: 7.014394569737625e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.458610120740769, cost: 6.837832322936777e-05, fitness inc: 6.837832322936777e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659309564232253, cost: 2.1597356201219498e-06, fitness inc: 2.1597356201219498e-05 Fitness: 0.006317096633765784 - Evaluating [13.84373322814444, 4.923604874128411, 149.8572937270494, 27.806204034014392, 9.862375848297306] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.706098603573516, cost: 6.249450501982778e-05, fitness inc: 6.249450501982778e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.9813477896867, cost: 0.0009674668771422201, fitness inc: 0.0009674668771422201 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6733400066722695, cost: 0.0006420019667149335, fitness inc: 0.006420019667149335 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.62970499747368, cost: 4.8676773978684196e-05, fitness inc: 4.8676773978684196e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.90495171150889, cost: 0.00027970425430767776, fitness inc: 0.00027970425430767776 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.628729032983445, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-05 Fitness: 0.007830668916086081 - Evaluating [15.088847771952825, 5.5431030794159, 148.23722302984626, 28.118587274979568, 10.043679107941022] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.132515104829185, cost: 6.560536597310929e-07, fitness inc: 6.560536597310929e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.045157127241699, cost: 1.9072496474370482e-06, fitness inc: 1.9072496474370482e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.746120980435173, cost: 0.0005735784461498028, fitness inc: 0.005735784461498028 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.675618608705452, cost: 1.1835175595997782e-05, fitness inc: 1.1835175595997782e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.588262972245861, cost: 8.074862271689742e-05, fitness inc: 8.074862271689742e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670220004535265, cost: 1.3875665414442295e-06, fitness inc: 1.3875665414442295e-05 Fitness: 0.005844807228532534 - Evaluating [15.066694853866736, 5.435743914574905, 147.81189197786557, 30.90255695546336, 10.139013653895791] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.205699053759037, cost: 1.580382947730108e-06, fitness inc: 1.580382947730108e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.927673831414214, cost: 4.8760111497347935e-06, fitness inc: 4.8760111497347935e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765899864680926, cost: 0.0005556486802907878, fitness inc: 0.0055564868029078784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.641442317587146, cost: 1.0668157783499943e-05, fitness inc: 1.0668157783499943e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.363411243923363, cost: 3.082051863367852e-05, fitness inc: 3.082051863367852e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.005705522750178771 >>>>> Evaluating: >>>>> [15.288510729487506, 6.594743743724811, 148.71576770995966, 28.328862728181807, 10.593616198579399] >>>>> [16.299446067565338, 7.289354197669734, 148.48914382516392, 28.915533436709165, 10.077527855111056] >>>>> [14.202033396475548, 5.746301474623661, 149.15229977099128, 27.024773232515862, 8.550279525906529] >>>>> [14.461645855356478, 4.731917914233101, 150.632908849289, 28.839589056678353, 11.23174936672689] >>>>> [14.912293875677792, 6.034278307626514, 148.86735801828263, 29.231381348820538, 10.32450022117659] >>>>> [15.955706022718118, 5.205420342932343, 148.14557677927507, 29.55613998657323, 10.75700615314087] >>>>> [14.116824372376, 5.457969073400782, 150.44783592665198, 28.394872284908764, 9.500054585729991] >>>>> [14.394329091282538, 4.695260300110177, 149.1289469096228, 27.606475258748446, 9.34783335303803] >>>>> [15.375653184897642, 5.625097602664523, 147.92157884328918, 28.04325829487488, 10.471709242834077] >>>>> [14.270352747216284, 5.507256167486167, 148.46291396093355, 29.489746726249628, 11.162899982751815] >> Running individual: {'amp': 15.288510729487506, 'amp_increment': 6.594743743724811, 'period': 148.71576770995966, 'period_increment': 28.328862728181807, 'offset': 10.593616198579399} >> Running individual: {'amp': 16.299446067565338, 'amp_increment': 7.289354197669734, 'period': 148.48914382516392, 'period_increment': 28.915533436709165, 'offset': 10.077527855111056} >> Running individual: {'amp': 14.202033396475548, 'amp_increment': 5.746301474623661, 'period': 149.15229977099128, 'period_increment': 27.024773232515862, 'offset': 8.550279525906529} >> Running individual: {'amp': 14.461645855356478, 'amp_increment': 4.731917914233101, 'period': 150.632908849289, 'period_increment': 28.839589056678353, 'offset': 11.23174936672689} >> Running individual: {'amp': 14.912293875677792, 'amp_increment': 6.034278307626514, 'period': 148.86735801828263, 'period_increment': 29.231381348820538, 'offset': 10.32450022117659} >> Running individual: {'amp': 15.955706022718118, 'amp_increment': 5.205420342932343, 'period': 148.14557677927507, 'period_increment': 29.55613998657323, 'offset': 10.75700615314087} >> Running individual: {'amp': 14.116824372376, 'amp_increment': 5.457969073400782, 'period': 150.44783592665198, 'period_increment': 28.394872284908764, 'offset': 9.500054585729991} >> Running individual: {'amp': 14.394329091282538, 'amp_increment': 4.695260300110177, 'period': 149.1289469096228, 'period_increment': 27.606475258748446, 'offset': 9.34783335303803} >> Running individual: {'amp': 15.375653184897642, 'amp_increment': 5.625097602664523, 'period': 147.92157884328918, 'period_increment': 28.04325829487488, 'offset': 10.471709242834077} >> Running individual: {'amp': 14.270352747216284, 'amp_increment': 5.507256167486167, 'period': 148.46291396093355, 'period_increment': 29.489746726249628, 'offset': 11.162899982751815} - Evaluating [15.288510729487506, 6.594743743724811, 148.71576770995966, 28.328862728181807, 10.593616198579399] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.88211617315672, cost: 2.9052533600970598e-05, fitness inc: 2.9052533600970598e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.694882928366121, cost: 8.685712024092407e-05, fitness inc: 8.685712024092407e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.724195898239428, cost: 0.0005937859008591229, fitness inc: 0.005937859008591229 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.4768572453227, cost: 0.00015903012200013666, fitness inc: 0.00015903012200013666 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.289628483841017, cost: 0.00038793772226919376, fitness inc: 0.00038793772226919376 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.648441030274735, cost: 3.0980824590187694e-06, fitness inc: 3.0980824590187694e-05 Fitness: 0.006631717331292641 - Evaluating [16.299446067565338, 7.289354197669734, 148.48914382516392, 28.915533436709165, 10.077527855111056] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.37696550082982, cost: 7.078539711546927e-05, fitness inc: 7.078539711546927e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.22190129693329, cost: 0.0013917015274091948, fitness inc: 0.0013917015274091948 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.734006734005659, cost: 0.0005847004838883674, fitness inc: 0.005847004838883674 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.66630677158197, cost: 0.00034837671633813905, fitness inc: 0.00034837671633813905 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.5112513580478, cost: 0.00286855913577988, fitness inc: 0.00286855913577988 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.63697857948049, cost: 4.270612658507922e-06, fitness inc: 4.270612658507922e-05 Fitness: 0.010569133742111436 - Evaluating [14.202033396475548, 5.746301474623661, 149.15229977099128, 27.024773232515862, 8.550279525906529] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.752301550167967, cost: 0.00018857073588574025, fitness inc: 0.00018857073588574025 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.651744757476133, cost: 0.0003963611333008821, fitness inc: 0.0003963611333008821 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.704659738517197, cost: 0.0006120857760330001, fitness inc: 0.006120857760330001 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.498601399444492, cost: 5.843636576263744e-05, fitness inc: 5.843636576263744e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.3980443657988, cost: 0.0004558725957227727, fitness inc: 0.0004558725957227727 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.676013168349639, cost: 1.0467118334300807e-06, fitness inc: 1.0467118334300807e-05 Fitness: 0.007230565709336334 - Evaluating [14.461645855356478, 4.731917914233101, 150.632908849289, 28.839589056678353, 11.23174936672689] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.693384998147707, cost: 1.795142142402284e-05, fitness inc: 1.795142142402284e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2298867919271825, cost: 0.002915786262477349, fitness inc: 0.002915786262477349 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.639224538572916, cost: 0.0006753991638756007, fitness inc: 0.006753991638756007 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.42530184583594, cost: 4.690223323833287e-06, fitness inc: 4.690223323833287e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.961806166226756, cost: 0.0009683582588888573, fitness inc: 0.0009683582588888573 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.571806658308145, cost: 1.45060323167856e-05, fitness inc: 0.000145060323167856 Fitness: 0.010805838128037926 - Evaluating [14.912293875677792, 6.034278307626514, 148.86735801828263, 29.231381348820538, 10.32450022117659] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.236782679645774, cost: 2.0939732601199523e-06, fitness inc: 2.0939732601199523e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.587780831342292, cost: 0.0001585377488561024, fitness inc: 0.0001585377488561024 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.717420510522885, cost: 0.0006001011287817271, fitness inc: 0.0060010112878172706 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.271066299836463, cost: 4.1886632689780434e-05, fitness inc: 4.1886632689780434e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.622061357473132, cost: 9.029252845971225e-05, fitness inc: 9.029252845971225e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.614823133070402, cost: 7.069183643459986e-06, fitness inc: 7.069183643459986e-05 Fitness: 0.0063645140075175854 - Evaluating [15.955706022718118, 5.205420342932343, 148.14557677927507, 29.55613998657323, 10.75700615314087] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.712702225469506, cost: 0.00010950617327121215, fitness inc: 0.00010950617327121215 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.198686271259213, cost: 3.686139738856564e-05, fitness inc: 3.686139738856564e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.749915626053599, cost: 0.0005701165266277508, fitness inc: 0.005701165266277508 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.918120720447074, cost: 9.538064407432767e-05, fitness inc: 9.538064407432767e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.404114694852423, cost: 3.8110231289412155e-05, fitness inc: 3.8110231289412155e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.627462014630495, cost: 5.386753699099245e-06, fitness inc: 5.386753699099245e-05 Fitness: 0.006034891249292018 - Evaluating [14.116824372376, 5.457969073400782, 150.44783592665198, 28.394872284908764, 9.500054585729991] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.616868053514704, cost: 7.141096032414751e-05, fitness inc: 7.141096032414751e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6167608901123955, cost: 0.0001370306630159579, fitness inc: 0.0001370306630159579 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.646726487203983, cost: 0.0006679826771648356, fitness inc: 0.006679826771648356 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.07483849564353, cost: 2.2188626642605236e-05, fitness inc: 2.2188626642605236e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.074730248409638, cost: 1.3042065182267137e-06, fitness inc: 1.3042065182267137e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.591590248265703, cost: 1.0757348532286493e-05, fitness inc: 0.00010757348532286493 Fitness: 0.007019334713472158 - Evaluating [14.394329091282538, 4.695260300110177, 149.1289469096228, 27.606475258748446, 9.34783335303803] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.742152074112433, cost: 5.906039202863145e-05, fitness inc: 5.906039202863145e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.046484237900396, cost: 2.020879063091563e-06, fitness inc: 2.020879063091563e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.705409029949755, cost: 0.000611378788779815, fitness inc: 0.00611378788779815 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.437412775668793, cost: 6.329630277546183e-05, fitness inc: 6.329630277546183e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.741744358633511, cost: 1.5558368919199594e-05, fitness inc: 1.5558368919199594e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.006276339247499263 - Evaluating [15.375653184897642, 5.625097602664523, 147.92157884328918, 28.04325829487488, 10.471709242834077] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.84735386244578, cost: 2.680803352450578e-05, fitness inc: 2.680803352450578e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.903928850984357, cost: 8.605950013951258e-06, fitness inc: 8.605950013951258e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.760563380280613, cost: 0.0005604582615664766, fitness inc: 0.005604582615664766 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.4724481358032, cost: 5.620951270524088e-05, fitness inc: 5.620951270524088e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.529030061920924, cost: 6.530776694591012e-05, fitness inc: 6.530776694591012e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.68310979768038, cost: 6.945300533578447e-07, fitness inc: 6.945300533578447e-06 Fitness: 0.0057684591793879525 - Evaluating [14.270352747216284, 5.507256167486167, 148.46291396093355, 29.489746726249628, 11.162899982751815] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.43324455393286, cost: 7.009008179292842e-06, fitness inc: 7.009008179292842e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.107440385996393, cost: 0.003331754721730751, fitness inc: 0.003331754721730751 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.735518634933815, cost: 0.0005833065916339697, fitness inc: 0.005833065916339697 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.940495880010776, cost: 2.2933419038473346e-05, fitness inc: 2.2933419038473346e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.614700082204976, cost: 0.00044756135252965734, fitness inc: 0.00044756135252965734 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.619240278713412, cost: 6.4552432135212e-06, fitness inc: 6.4552432135212e-05 Fitness: 0.009706876849953083 >>>>> Evaluating: >>>>> [15.204102497574562, 6.36148221319399, 150.3040909531784, 27.145443928182488, 9.426435727672736] >>>>> [15.250433945444293, 3.5353927254814552, 149.10719649398598, 29.61508113545208, 9.90751363377528] >>>>> [15.645190711483945, 5.059655292619527, 149.82195411035818, 27.97548729849645, 9.692214389666438] >>>>> [14.185495390282428, 6.895632523454275, 149.18516799938314, 27.505148257883313, 10.044586600606682] >>>>> [12.611678714324999, 5.210976214944756, 146.7353359764311, 28.120646444174977, 10.070146489928824] >>>>> [14.574227822345666, 4.49724105429796, 147.7339541700311, 28.580630848734888, 9.014960948294728] >>>>> [13.989960448013083, 5.859451483871462, 149.45463932285796, 27.286799868113278, 8.582090660838581] >>>>> [16.307042675220853, 2.948451341634748, 148.80646513683374, 27.93223773559652, 9.72433590914264] >>>>> [13.115771846850981, 3.169181562794148, 148.50541900130096, 30.69463395663018, 9.100283683339029] >>>>> [15.034921083623164, 4.338877445120532, 147.8622765307062, 29.790641818117283, 10.234264027186896] >> Running individual: {'amp': 15.204102497574562, 'amp_increment': 6.36148221319399, 'period': 150.3040909531784, 'period_increment': 27.145443928182488, 'offset': 9.426435727672736} >> Running individual: {'amp': 15.250433945444293, 'amp_increment': 3.5353927254814552, 'period': 149.10719649398598, 'period_increment': 29.61508113545208, 'offset': 9.90751363377528} >> Running individual: {'amp': 15.645190711483945, 'amp_increment': 5.059655292619527, 'period': 149.82195411035818, 'period_increment': 27.97548729849645, 'offset': 9.692214389666438} >> Running individual: {'amp': 14.185495390282428, 'amp_increment': 6.895632523454275, 'period': 149.18516799938314, 'period_increment': 27.505148257883313, 'offset': 10.044586600606682} >> Running individual: {'amp': 12.611678714324999, 'amp_increment': 5.210976214944756, 'period': 146.7353359764311, 'period_increment': 28.120646444174977, 'offset': 10.070146489928824} >> Running individual: {'amp': 14.574227822345666, 'amp_increment': 4.49724105429796, 'period': 147.7339541700311, 'period_increment': 28.580630848734888, 'offset': 9.014960948294728} >> Running individual: {'amp': 13.989960448013083, 'amp_increment': 5.859451483871462, 'period': 149.45463932285796, 'period_increment': 27.286799868113278, 'offset': 8.582090660838581} >> Running individual: {'amp': 16.307042675220853, 'amp_increment': 2.948451341634748, 'period': 148.80646513683374, 'period_increment': 27.93223773559652, 'offset': 9.72433590914264} >> Running individual: {'amp': 13.115771846850981, 'amp_increment': 3.169181562794148, 'period': 148.50541900130096, 'period_increment': 30.69463395663018, 'offset': 9.100283683339029} >> Running individual: {'amp': 15.034921083623164, 'amp_increment': 4.338877445120532, 'period': 147.8622765307062, 'period_increment': 29.790641818117283, 'offset': 10.234264027186896} - Evaluating [15.204102497574562, 6.36148221319399, 150.3040909531784, 27.145443928182488, 9.426435727672736] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.63053551602823, cost: 5.094836058816554e-06, fitness inc: 5.094836058816554e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.777646638857111, cost: 0.000564179664509612, fitness inc: 0.000564179664509612 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.653359946772052, cost: 0.0006614588267661592, fitness inc: 0.006614588267661592 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.992009571062084, cost: 2.5514324219266804e-05, fitness inc: 2.5514324219266804e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.139140342729757, cost: 0.001066615165810747, fitness inc: 0.001066615165810747 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.635707844904412, cost: 4.412162144862286e-06, fitness inc: 4.412162144862286e-05 Fitness: 0.008320113879708657 - Evaluating [15.250433945444293, 3.5353927254814552, 149.10719649398598, 29.61508113545208, 9.90751363377528] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.157944739166883, cost: 9.318989564466307e-07, fitness inc: 9.318989564466307e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.342898997534063, cost: 0.0001097614308099848, fitness inc: 0.0001097614308099848 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.706908115357746, cost: 0.0006099655641533808, fitness inc: 0.006099655641533808 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.693332085637135, cost: 4.426138679924918e-05, fitness inc: 4.426138679924918e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.878303173892803, cost: 0.00029347974671511956, fitness inc: 0.00029347974671511956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.595344673230967, cost: 1.0109087675624906e-05, fitness inc: 0.00010109087675624906 Fitness: 0.006649180981570857 - Evaluating [15.645190711483945, 5.059655292619527, 149.82195411035818, 27.97548729849645, 9.692214389666438] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.337392930932904, cost: 4.250993859256091e-06, fitness inc: 4.250993859256091e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.952964704848537, cost: 0.0008469812991418468, fitness inc: 0.0008469812991418468 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.674824785848301, cost: 0.0006405676398081317, fitness inc: 0.006405676398081317 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.397036282131854, cost: 4.087561733534528e-06, fitness inc: 4.087561733534528e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.012607580381417, cost: 0.00023921349409494752, fitness inc: 0.00023921349409494752 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.624296962878733, cost: 5.786644754479653e-06, fitness inc: 5.786644754479653e-05 Fitness: 0.0075580761944556984 - Evaluating [14.185495390282428, 6.895632523454275, 149.18516799938314, 27.505148257883313, 10.044586600606682] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.23007173854143, cost: 2.212767990050768e-05, fitness inc: 2.212767990050768e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.140897214222284, cost: 0.0006883167330253848, fitness inc: 0.0006883167330253848 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7031616579142455, cost: 0.0006135004993080839, fitness inc: 0.006135004993080839 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.125696871974288, cost: 3.285403573671797e-05, fitness inc: 3.285403573671797e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.036538777849945, cost: 0.0002506506458155311, fitness inc: 0.0002506506458155311 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659950192437397, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-05 Fitness: 0.007150051036479033 - Evaluating [12.611678714324999, 5.210976214944756, 146.7353359764311, 28.120646444174977, 10.070146489928824] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.681816925813866, cost: 0.00020058063630845613, fitness inc: 0.00020058063630845613 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.5415213025673875, cost: 0.005609422706405742, fitness inc: 0.005609422706405742 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.815084052702235, cost: 0.0005122949893451301, fitness inc: 0.005122949893451301 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.89279456779394, cost: 0.00011510274682113852, fitness inc: 0.00011510274682113852 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.752496592681543, cost: 0.0011772163561214466, fitness inc: 0.0011772163561214466 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.718860802927142, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-07 Fitness: 0.012225421911660206 - Evaluating [14.574227822345666, 4.49724105429796, 147.7339541700311, 28.580630848734888, 9.014960948294728] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.589177904162877, cost: 7.429874600783926e-05, fitness inc: 7.429874600783926e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.559257223578655, cost: 0.000291887167176097, fitness inc: 0.000291887167176097 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.76895306859098, cost: 0.0005529062432064746, fitness inc: 0.005529062432064746 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.086420181424074, cost: 9.492323227500155e-05, fitness inc: 9.492323227500155e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.056494845009126, cost: 7.455765597130792e-07, fitness inc: 7.455765597130792e-07 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.006003994539560131 - Evaluating [13.989960448013083, 5.859451483871462, 149.45463932285796, 27.286799868113278, 8.582090660838581] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.57204246302144, cost: 0.00022002299628842703, fitness inc: 0.00022002299628842703 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.4078583079285805, cost: 0.00015527340495968822, fitness inc: 0.00015527340495968822 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.691201070591099, cost: 0.0006248540245585854, fitness inc: 0.006248540245585854 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.431493227315958, cost: 6.377676113900055e-05, fitness inc: 6.377676113900055e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.267310449012466, cost: 0.00037463208757182453, fitness inc: 0.00037463208757182453 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.007084860912459523 - Evaluating [16.307042675220853, 2.948451341634748, 148.80646513683374, 27.93223773559652, 9.72433590914264] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.031369736209886, cost: 3.971456674622953e-05, fitness inc: 3.971456674622953e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.582698576156145, cost: 0.0023326693310622426, fitness inc: 0.0023326693310622426 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.720430107525806, cost: 0.0005972918164272034, fitness inc: 0.005972918164272034 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.979821297359567, cost: 2.6980410815391487e-05, fitness inc: 2.6980410815391487e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.531148070589788, cost: 5.1282480254211116e-05, fitness inc: 5.1282480254211116e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.008446180370064837 - Evaluating [13.115771846850981, 3.169181562794148, 148.50541900130096, 30.69463395663018, 9.100283683339029] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.21603696737228, cost: 0.00028925769439835936, fitness inc: 0.00028925769439835936 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.015486517254427, cost: 0.0009037615687161882, fitness inc: 0.0009037615687161882 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.733251038041793, cost: 0.0005853978178038677, fitness inc: 0.005853978178038677 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.385237092785886, cost: 0.0005518082840011429, fitness inc: 0.0005518082840011429 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.184669726037645, cost: 0.0018459753810662338, fitness inc: 0.0018459753810662338 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.5803571428563306, cost: 1.2817218529304064e-05, fitness inc: 0.00012817218529304064 Fitness: 0.009572953291513642 - Evaluating [15.034921083623164, 4.338877445120532, 147.8622765307062, 29.790641818117283, 10.234264027186896] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.269172293295693, cost: 2.705894160515143e-06, fitness inc: 2.705894160515143e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.8006466935675585, cost: 3.707399239027964e-05, fitness inc: 3.707399239027964e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.763611768683401, cost: 0.0005577083249560522, fitness inc: 0.005577083249560522 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.608055323174735, cost: 3.982094834764638e-06, fitness inc: 3.982094834764638e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.139519790194981, cost: 0.00017272444507443474, fitness inc: 0.00017272444507443474 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.628729032983445, cost: 5.230683848833628e-06, fitness inc: 5.230683848833628e-05 Fitness: 0.005845876514508852 >>>>> Evaluating: >>>>> [14.801639176348832, 6.775198677253566, 146.27929597721752, 27.154336838449662, 8.729760453032778] >>>>> [14.87417145066064, 5.1444679249565635, 148.8913900710481, 26.422724333631848, 8.91120681709766] >>>>> [15.173760707449661, 4.925705488722489, 147.3626408553041, 29.97768635898308, 10.091833704199082] >>>>> [14.533150774596074, 5.520066815130338, 147.99870763757517, 27.987578043681673, 9.264547937369239] >>>>> [14.21908065210258, 3.1376362755332403, 148.85505819233913, 30.04747553966546, 8.38106235335089] >>>>> [15.568144930758942, 3.7094048416542384, 147.7560716114897, 26.61622619989654, 10.41054798096034] >>>>> [13.993416320646615, 5.804211488544381, 147.10611220074784, 28.453504336359174, 10.157381418351191] >>>>> [10.968733993719066, 7.9691412441897524, 148.35338600460264, 27.9857084590195, 11.12894973154701] >>>>> [15.241193522004112, 3.1968735853503905, 146.51583718621615, 28.167432268068374, 10.34127133672794] >>>>> [14.62032405471802, 4.133847149072883, 148.7858082268654, 27.819395966111188, 10.42106938849643] >> Running individual: {'amp': 14.801639176348832, 'amp_increment': 6.775198677253566, 'period': 146.27929597721752, 'period_increment': 27.154336838449662, 'offset': 8.729760453032778} >> Running individual: {'amp': 14.87417145066064, 'amp_increment': 5.1444679249565635, 'period': 148.8913900710481, 'period_increment': 26.422724333631848, 'offset': 8.91120681709766} >> Running individual: {'amp': 15.173760707449661, 'amp_increment': 4.925705488722489, 'period': 147.3626408553041, 'period_increment': 29.97768635898308, 'offset': 10.091833704199082} >> Running individual: {'amp': 14.533150774596074, 'amp_increment': 5.520066815130338, 'period': 147.99870763757517, 'period_increment': 27.987578043681673, 'offset': 9.264547937369239} >> Running individual: {'amp': 14.21908065210258, 'amp_increment': 3.1376362755332403, 'period': 148.85505819233913, 'period_increment': 30.04747553966546, 'offset': 8.38106235335089} >> Running individual: {'amp': 15.568144930758942, 'amp_increment': 3.7094048416542384, 'period': 147.7560716114897, 'period_increment': 26.61622619989654, 'offset': 10.41054798096034} >> Running individual: {'amp': 13.993416320646615, 'amp_increment': 5.804211488544381, 'period': 147.10611220074784, 'period_increment': 28.453504336359174, 'offset': 10.157381418351191} >> Running individual: {'amp': 10.968733993719066, 'amp_increment': 7.9691412441897524, 'period': 148.35338600460264, 'period_increment': 27.9857084590195, 'offset': 11.12894973154701} >> Running individual: {'amp': 15.241193522004112, 'amp_increment': 3.1968735853503905, 'period': 146.51583718621615, 'period_increment': 28.167432268068374, 'offset': 10.34127133672794} >> Running individual: {'amp': 14.62032405471802, 'amp_increment': 4.133847149072883, 'period': 148.7858082268654, 'period_increment': 27.819395966111188, 'offset': 10.42106938849643} - Evaluating [14.801639176348832, 6.775198677253566, 146.27929597721752, 27.154336838449662, 8.729760453032778] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.531384855531392, cost: 8.051029778188834e-05, fitness inc: 8.051029778188834e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.071869108973458, cost: 0.0010712760756377282, fitness inc: 0.0010712760756377282 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.836827711940575, cost: 0.0004936893030472733, fitness inc: 0.004936893030472733 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.306586827322516, cost: 2.437431564028536e-06, fitness inc: 2.437431564028536e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.847068443266215, cost: 0.0018878373734104725, fitness inc: 0.0018878373734104725 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7663475954321335, cost: 1.9368311189316145e-06, fitness inc: 1.9368311189316145e-05 Fitness: 0.007998322520056167 - Evaluating [14.87417145066064, 5.1444679249565635, 148.8913900710481, 26.422724333631848, 8.91120681709766] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.785374222771132, cost: 5.50713350784271e-05, fitness inc: 5.50713350784271e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.962945646526265, cost: 0.0008647997297246413, fitness inc: 0.0008647997297246413 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.715916722631566, cost: 0.0006015073066356624, fitness inc: 0.006015073066356624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.92983424259553, cost: 2.9689183819403553e-05, fitness inc: 2.9689183819403553e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.10742498235332, cost: 0.0002860943144202821, fitness inc: 0.0002860943144202821 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.703855806524298, cost: 7.773449550718681e-08, fitness inc: 7.773449550718681e-07 Fitness: 0.00725150497435445 - Evaluating [15.173760707449661, 4.925705488722489, 147.3626408553041, 29.97768635898308, 10.091833704199082] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.26558235486433, cost: 2.6342114192168253e-06, fitness inc: 2.6342114192168253e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.081915409926854, cost: 6.270117599238567e-06, fitness inc: 6.270117599238567e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.191288599693454, cost: 9.489848857846539e-07, fitness inc: 9.489848857846539e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.007622122994935, cost: 1.3670872656135202e-08, fitness inc: 1.3670872656135202e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.638885756173671, cost: 4.062499565304911e-06, fitness inc: 4.062499565304911e-05 Fitness: 0.00542949417386851 - Evaluating [14.533150774596074, 5.520066815130338, 147.99870763757517, 27.987578043681673, 9.264547937369239] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.79769839341483, cost: 5.395946167707777e-05, fitness inc: 5.395946167707777e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.268602542373957, cost: 6.735799818491373e-05, fitness inc: 6.735799818491373e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.756756756755681, cost: 0.0005639016779135364, fitness inc: 0.005639016779135364 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.31775323951081, cost: 1.206623842231469e-05, fitness inc: 1.206623842231469e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.788655137639996, cost: 0.00014511968328378977, fitness inc: 0.00014511968328378977 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.682463916353219, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-06 Fitness: 0.005924756217979055 - Evaluating [14.21908065210258, 3.1376362755332403, 148.85505819233913, 30.04747553966546, 8.38106235335089] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.600133239260654, cost: 0.00021496223147710047, fitness inc: 0.00021496223147710047 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.838005892342021, cost: 0.0006550940512000114, fitness inc: 0.0006550940512000114 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718172657036212, cost: 0.0005993984199363922, fitness inc: 0.005993984199363922 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.737768141271147, cost: 0.00047075862675471924, fitness inc: 0.00047075862675471924 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.975650956168629, cost: 0.00024476080828572666, fitness inc: 0.00024476080828572666 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.589714924537946, cost: 1.1088696641126106e-05, fitness inc: 0.00011088696641126106 Fitness: 0.007690446883492741 - Evaluating [15.568144930758942, 3.7094048416542384, 147.7560716114897, 26.61622619989654, 10.41054798096034] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.978680225566848, cost: 3.576074465927448e-05, fitness inc: 3.576074465927448e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.157588039147149, cost: 2.319223020219585e-05, fitness inc: 2.319223020219585e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.767426122263753, cost: 0.0005542769244200052, fitness inc: 0.005542769244200052 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.68808702308459, cost: 2.5218035547558415e-06, fitness inc: 2.5218035547558415e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.866990873660566, cost: 0.0002994274660850227, fitness inc: 0.0002994274660850227 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.734602592039455, cost: 2.949624211545654e-07, fitness inc: 2.949624211545654e-06 Fitness: 0.0059066211129128465 - Evaluating [13.993416320646615, 5.804211488544381, 147.10611220074784, 28.453504336359174, 10.157381418351191] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.150795494960143, cost: 2.691924312736571e-05, fitness inc: 2.691924312736571e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.8360138516930413, cost: 0.001262863691796845, fitness inc: 0.001262863691796845 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.798096532969689, cost: 0.0005270700133562789, fitness inc: 0.005270700133562789 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.954999584486732, cost: 5.242590861431751e-08, fitness inc: 5.242590861431751e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.640235423578345, cost: 3.019433426909579e-05, fitness inc: 3.019433426909579e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.696058327636363, cost: 2.3741141252919817e-07, fitness inc: 2.3741141252919817e-06 Fitness: 0.006593103942790002 - Evaluating [10.968733993719066, 7.9691412441897524, 148.35338600460264, 27.9857084590195, 11.12894973154701] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: <>, cost: ?, fitness inc: 1 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: <>, cost: ?, fitness inc: 1 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 0, cost: 0.022801302931596212, fitness inc: 0.22801302931596212 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.066816431688782, cost: 1.1585654069445894e-07, fitness inc: 1.1585654069445894e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.808915630320146, cost: 0.001118919384829109, fitness inc: 0.001118919384829109 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670863105363726, cost: 1.3473614703940484e-06, fitness inc: 1.3473614703940484e-05 Fitness: 2.2291455381720358 - Evaluating [15.241193522004112, 3.1968735853503905, 146.51583718621615, 28.167432268068374, 10.34127133672794] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.582453548257863, cost: 1.2667360993479093e-05, fitness inc: 1.2667360993479093e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.899909722982503, cost: 9.341433354737028e-06, fitness inc: 9.341433354737028e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.825162097598736, cost: 0.0005036286507937859, fitness inc: 0.005036286507937859 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.779328583225663, cost: 3.862718427105616e-05, fitness inc: 3.862718427105616e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.096785961647292, cost: 0.0008444486526471007, fitness inc: 0.0008444486526471007 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.724753835584154, cost: 7.83051529174017e-08, fitness inc: 7.83051529174017e-07 Fitness: 0.005942154190733406 - Evaluating [14.62032405471802, 4.133847149072883, 148.7858082268654, 27.819395966111188, 10.42106938849643] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.041382591599874, cost: 6.408074215702442e-08, fitness inc: 6.408074215702442e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.1992419725242724, cost: 0.0005980485105810951, fitness inc: 0.0005980485105810951 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.721182928194289, cost: 0.0005965901236836268, fitness inc: 0.0059659012368362685 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.175224537319664, cost: 1.763457812853364e-05, fitness inc: 1.763457812853364e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.333086054998537, cost: 0.0006478995536061127, fitness inc: 0.0006478995536061127 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.007248700858975332 >>>>> Evaluating: >>>>> [14.17588697000571, 6.10572272737317, 148.36490327018183, 27.95387593008614, 11.087281595274513] >>>>> [16.104803183424707, 5.2645720870602135, 149.19339292796855, 29.93747012709773, 8.70035390486417] >>>>> [17.489259494910186, 5.625097602664523, 147.19965393199018, 29.45760734323322, 8.967819574089871] >>>>> [15.609677392533632, 4.717169323623901, 147.92157884328918, 26.280581339096777, 10.990856998157424] >>>>> [15.089816207022485, 4.338615700458892, 147.68034859301216, 28.484098733151626, 9.30280409875465] >>>>> [15.219890424318361, 3.8161355130420103, 149.32491337289227, 29.567520032452933, 10.192656904648233] >>>>> [15.26598683585546, 5.521692548502901, 148.25470565829934, 28.54905971046045, 10.77837625072114] >>>>> [14.31986235623815, 8.107957999477145, 148.09289447448833, 29.169244980212486, 10.057001679936194] >>>>> [15.669094647073079, 5.0249690170926815, 147.6485331197088, 28.88764314581307, 10.486054519009986] >>>>> [16.633002066706403, 4.635697046766938, 149.45690800051017, 24.972438366504665, 11.02617349917742] >> Running individual: {'amp': 14.17588697000571, 'amp_increment': 6.10572272737317, 'period': 148.36490327018183, 'period_increment': 27.95387593008614, 'offset': 11.087281595274513} >> Running individual: {'amp': 16.104803183424707, 'amp_increment': 5.2645720870602135, 'period': 149.19339292796855, 'period_increment': 29.93747012709773, 'offset': 8.70035390486417} >> Running individual: {'amp': 17.489259494910186, 'amp_increment': 5.625097602664523, 'period': 147.19965393199018, 'period_increment': 29.45760734323322, 'offset': 8.967819574089871} >> Running individual: {'amp': 15.609677392533632, 'amp_increment': 4.717169323623901, 'period': 147.92157884328918, 'period_increment': 26.280581339096777, 'offset': 10.990856998157424} >> Running individual: {'amp': 15.089816207022485, 'amp_increment': 4.338615700458892, 'period': 147.68034859301216, 'period_increment': 28.484098733151626, 'offset': 9.30280409875465} >> Running individual: {'amp': 15.219890424318361, 'amp_increment': 3.8161355130420103, 'period': 149.32491337289227, 'period_increment': 29.567520032452933, 'offset': 10.192656904648233} >> Running individual: {'amp': 15.26598683585546, 'amp_increment': 5.521692548502901, 'period': 148.25470565829934, 'period_increment': 28.54905971046045, 'offset': 10.77837625072114} >> Running individual: {'amp': 14.31986235623815, 'amp_increment': 8.107957999477145, 'period': 148.09289447448833, 'period_increment': 29.169244980212486, 'offset': 10.057001679936194} >> Running individual: {'amp': 15.669094647073079, 'amp_increment': 5.0249690170926815, 'period': 147.6485331197088, 'period_increment': 28.88764314581307, 'offset': 10.486054519009986} >> Running individual: {'amp': 16.633002066706403, 'amp_increment': 4.635697046766938, 'period': 149.45690800051017, 'period_increment': 24.972438366504665, 'offset': 11.02617349917742} - Evaluating [14.17588697000571, 6.10572272737317, 148.36490327018183, 27.95387593008614, 11.087281595274513] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.263158248427732, cost: 2.586351902311712e-06, fitness inc: 2.586351902311712e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0885962551205157, cost: 0.0033982083826054055, fitness inc: 0.0033982083826054055 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7400584138385105, cost: 0.0005791311359569784, fitness inc: 0.005791311359569784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.368881097727627, cost: 4.85809509699342e-05, fitness inc: 4.85809509699342e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.194317616498774, cost: 0.00015142821618019386, fitness inc: 0.00015142821618019386 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.009405192646704363 - Evaluating [16.104803183424707, 5.2645720870602135, 149.19339292796855, 29.93747012709773, 8.70035390486417] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.80514800924887, cost: 1.4167600063119679e-06, fitness inc: 1.4167600063119679e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.404440874928163, cost: 0.0053672654228342775, fitness inc: 0.0053672654228342775 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.702412868631635, cost: 0.0006142082348862266, fitness inc: 0.0061420823488622656 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.069719365663463, cost: 1.2613726629862043e-07, fitness inc: 1.2613726629862043e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.669007372758253, cost: 0.0016594658661897022, fitness inc: 0.0016594658661897022 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.582849486376944, cost: 1.2344619125692624e-05, fitness inc: 0.00012344619125692624 Fitness: 0.013293802726415782 - Evaluating [17.489259494910186, 5.625097602664523, 147.19965393199018, 29.45760734323322, 8.967819574089871] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.45707904121275, cost: 7.92608002085915e-05, fitness inc: 7.92608002085915e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.52143989510016, cost: 0.011441933933365456, fitness inc: 0.011441933933365456 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.793478260868486, cost: 0.0005311230466981121, fitness inc: 0.0053112304669811206 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.08216211929078, cost: 0.00011239032359489087, fitness inc: 0.00011239032359489087 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.146524913840505, cost: 0.003995912907846733, fitness inc: 0.003995912907846733 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.660590965695908, cost: 2.0602295613958432e-06, fitness inc: 2.0602295613958432e-05 Fitness: 0.02096133072761075 - Evaluating [15.609677392533632, 4.717169323623901, 147.92157884328918, 26.280581339096777, 10.990856998157424] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.6005256950377, cost: 9.563302417714414e-05, fitness inc: 9.563302417714414e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.618805073604133, cost: 0.0001355727464578127, fitness inc: 0.0001355727464578127 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.760563380280613, cost: 0.0005604582615664766, fitness inc: 0.005604582615664766 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.317677867563926, cost: 4.5014808287113794e-05, fitness inc: 4.5014808287113794e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.33596392780583, cost: 0.00010286700513262304, fitness inc: 0.00010286700513262304 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.740528128586913, cost: 4.921077948472075e-07, fitness inc: 4.921077948472075e-06 Fitness: 0.005988591277667932 - Evaluating [15.089816207022485, 4.338615700458892, 147.68034859301216, 28.484098733151626, 9.30280409875465] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.39261155412824, cost: 1.377075451403087e-05, fitness inc: 1.377075451403087e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.786999703987003, cost: 0.0005778237786859819, fitness inc: 0.0005778237786859819 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.771244780497737, cost: 0.0005508522405008875, fitness inc: 0.0055085224050088755 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.731225394626303, cost: 4.1731498272357115e-05, fitness inc: 4.1731498272357115e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.125618886173836, cost: 3.6839240455943667e-06, fitness inc: 3.6839240455943667e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.67601316834964, cost: 1.0467118334300807e-06, fitness inc: 1.0467118334300807e-05 Fitness: 0.0061559994788611405 - Evaluating [15.219890424318361, 3.8161355130420103, 149.32491337289227, 29.567520032452933, 10.192656904648233] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.41253467707395, cost: 6.355011125447341e-06, fitness inc: 6.355011125447341e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.0272253154305995, cost: 6.942256266517788e-07, fitness inc: 6.942256266517788e-07 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.6964285714275, cost: 0.0006198790648537233, fitness inc: 0.0061987906485372335 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.228680750738285, cost: 1.5422705242906787e-05, fitness inc: 1.5422705242906787e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.843349773789175, cost: 0.000312049818719351, fitness inc: 0.000312049818719351 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.589714924538037, cost: 1.1088696640904061e-05, fitness inc: 0.00011088696640904061 Fitness: 0.006644199375660631 - Evaluating [15.26598683585546, 5.521692548502901, 148.25470565829934, 28.54905971046045, 10.77837625072114] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.044353470062713, cost: 4.0720692693008154e-05, fitness inc: 4.0720692693008154e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.487597932083166, cost: 0.00024495147041181387, fitness inc: 0.00024495147041181387 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.745362563236698, cost: 0.0005742716173577911, fitness inc: 0.005742716173577911 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.566053684810612, cost: 6.358266985440064e-05, fitness inc: 6.358266985440064e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.00930135396839, cost: 2.0327136196485185e-08, fitness inc: 2.0327136196485185e-08 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.656108597284158, cost: 2.4185564241330226e-06, fitness inc: 2.4185564241330226e-05 Fitness: 0.00611617689791466 - Evaluating [14.31986235623815, 8.107957999477145, 148.09289447448833, 29.169244980212486, 10.057001679936194] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.37686138643133, cost: 1.4494238708806506e-05, fitness inc: 1.4494238708806506e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.262840247288147, cost: 0.000506864915555516, fitness inc: 0.000506864915555516 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.752194463199465, cost: 0.000568042532468449, fitness inc: 0.0056804253246844905 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.484811923915366, cost: 0.00016005306798860808, fitness inc: 0.00016005306798860808 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.370806812336204, cost: 0.0013098286942043735, fitness inc: 0.0013098286942043735 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.641430666816197, cost: 3.792892434795192e-06, fitness inc: 3.792892434795192e-05 Fitness: 0.0077095951654897465 - Evaluating [15.669094647073079, 5.0249690170926815, 147.6485331197088, 28.88764314581307, 10.486054519009986] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.15513769622874, cost: 4.981726867081537e-05, fitness inc: 4.981726867081537e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.183029803004641, cost: 3.128238343719225e-05, fitness inc: 3.128238343719225e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.772773450726996, cost: 0.0005494842541996503, fitness inc: 0.005494842541996503 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.180108192126923, cost: 3.610662519915042e-05, fitness inc: 3.610662519915042e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.20799753091807, cost: 1.0097785187235253e-05, fitness inc: 1.0097785187235253e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.664438654128466, cost: 1.7755430690158391e-06, fitness inc: 1.775543069015839e-05 Fitness: 0.005639902035181055 - Evaluating [16.633002066706403, 4.635697046766938, 149.45690800051017, 24.972438366504665, 11.02617349917742] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.6591631630461, cost: 0.00026393028170346167, fitness inc: 0.00026393028170346167 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.606816746285106, cost: 0.00034362018813860473, fitness inc: 0.00034362018813860473 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.691201070591099, cost: 0.0006248540245585854, fitness inc: 0.006248540245585854 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.294860433770594, cost: 0.00013652137968467315, fitness inc: 0.00013652137968467315 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.242512157974181, cost: 1.3726381780987396e-05, fitness inc: 1.3726381780987396e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.732630130703051, cost: 2.404698203894995e-07, fitness inc: 2.404698203894995e-06 Fitness: 0.007008743175097476 >>>>> Evaluating: >>>>> [16.2520339953988, 4.323119650524921, 147.38245209752753, 28.88901382166383, 7.546712666634666] >>>>> [14.692799819355614, 4.115709917848759, 145.91836589177584, 29.335999303996033, 11.468550308154608] >>>>> [15.173977449042496, 3.632293651908513, 147.94212643234266, 31.079635114591287, 9.491382030744274] >>>>> [14.807958713275793, 3.6089363929659637, 148.02147179056257, 26.516186441877043, 10.225901204980813] >>>>> [15.715171103388673, 3.322051465149549, 149.44616627009776, 31.300546432465005, 10.112886675638286] >>>>> [15.795411162023543, 5.32504342015694, 147.3562126846746, 29.887572660861597, 10.691497629248346] >>>>> [14.603432627456078, 4.49773635543347, 148.48480981735875, 29.235637125010445, 10.42006196380006] >>>>> [17.196095437274394, 5.714860699658519, 149.55329878984298, 26.0815581012996, 10.320901776055749] >>>>> [15.34850302835156, 4.837566758071883, 146.61391307830903, 29.13298058109009, 9.851428273890177] >>>>> [14.855933439326323, 5.449310738736058, 145.4152203988321, 28.473307751525237, 9.399658069656418] >> Running individual: {'amp': 16.2520339953988, 'amp_increment': 4.323119650524921, 'period': 147.38245209752753, 'period_increment': 28.88901382166383, 'offset': 7.546712666634666} >> Running individual: {'amp': 14.692799819355614, 'amp_increment': 4.115709917848759, 'period': 145.91836589177584, 'period_increment': 29.335999303996033, 'offset': 11.468550308154608} >> Running individual: {'amp': 15.173977449042496, 'amp_increment': 3.632293651908513, 'period': 147.94212643234266, 'period_increment': 31.079635114591287, 'offset': 9.491382030744274} >> Running individual: {'amp': 14.807958713275793, 'amp_increment': 3.6089363929659637, 'period': 148.02147179056257, 'period_increment': 26.516186441877043, 'offset': 10.225901204980813} >> Running individual: {'amp': 15.715171103388673, 'amp_increment': 3.322051465149549, 'period': 149.44616627009776, 'period_increment': 31.300546432465005, 'offset': 10.112886675638286} >> Running individual: {'amp': 15.795411162023543, 'amp_increment': 5.32504342015694, 'period': 147.3562126846746, 'period_increment': 29.887572660861597, 'offset': 10.691497629248346} >> Running individual: {'amp': 14.603432627456078, 'amp_increment': 4.49773635543347, 'period': 148.48480981735875, 'period_increment': 29.235637125010445, 'offset': 10.42006196380006} >> Running individual: {'amp': 17.196095437274394, 'amp_increment': 5.714860699658519, 'period': 149.55329878984298, 'period_increment': 26.0815581012996, 'offset': 10.320901776055749} >> Running individual: {'amp': 15.34850302835156, 'amp_increment': 4.837566758071883, 'period': 146.61391307830903, 'period_increment': 29.13298058109009, 'offset': 9.851428273890177} >> Running individual: {'amp': 14.855933439326323, 'amp_increment': 5.449310738736058, 'period': 145.4152203988321, 'period_increment': 28.473307751525237, 'offset': 9.399658069656418} - Evaluating [16.2520339953988, 4.323119650524921, 147.38245209752753, 28.88901382166383, 7.546712666634666] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.798731823284772, cost: 5.386674193608165e-05, fitness inc: 5.386674193608165e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.705307777754905, cost: 0.012652453188654378, fitness inc: 0.012652453188654378 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7850277055287185, cost: 0.0005385794496415297, fitness inc: 0.005385794496415297 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.121853706665586, cost: 9.144067548538803e-05, fitness inc: 9.144067548538803e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.02843252293648, cost: 0.0021354834515172616, fitness inc: 0.0021354834515172616 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.673436968114373, cost: 1.1923666654034548e-06, fitness inc: 1.1923666654034548e-05 Fitness: 0.02033096222066244 - Evaluating [14.692799819355614, 4.115709917848759, 145.91836589177584, 29.335999303996033, 11.468550308154608] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.16134036820262, cost: 5.035365744310294e-05, fitness inc: 5.035365744310294e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2242380143202496, cost: 0.0029343714483752725, fitness inc: 0.0029343714483752725 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.853226727583154, cost: 0.00047988425772038656, fitness inc: 0.004798842577203866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.277053134865355, cost: 1.9904969269513018e-06, fitness inc: 1.9904969269513018e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.339945174835473, cost: 0.0016482906787426144, fitness inc: 0.0016482906787426144 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.705808513065388, cost: 5.135205682904598e-08, fitness inc: 5.135205682904598e-07 Fitness: 0.009434362379260097 - Evaluating [15.173977449042496, 3.632293651908513, 147.94212643234266, 31.079635114591287, 9.491382030744274] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.665348487644376, cost: 4.1798357326428e-06, fitness inc: 4.1798357326428e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.682582763837602, cost: 0.00043473747429612075, fitness inc: 0.00043473747429612075 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.759801712482024, cost: 0.0005611464126760168, fitness inc: 0.005611464126760168 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.29764151160427, cost: 7.512563896661106e-05, fitness inc: 7.512563896661106e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.314878537268804, cost: 0.00010950307443025054, fitness inc: 0.00010950307443025054 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.58596804826186, cost: 1.1765778712535813e-05, fitness inc: 0.00011765778712535813 Fitness: 0.006352667937311152 - Evaluating [14.807958713275793, 3.6089363929659637, 148.02147179056257, 26.516186441877043, 10.225901204980813] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.03384961886356, cost: 4.289638966259446e-08, fitness inc: 4.289638966259446e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.582047986788804, cost: 0.0001629778576637264, fitness inc: 0.0001629778576637264 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.755995946401355, cost: 0.0005645911582534691, fitness inc: 0.005645911582534691 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.642786279421156, cost: 4.775186388095154e-05, fitness inc: 4.775186388095154e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.190983081018665, cost: 0.0007629883026862849, fitness inc: 0.0007629883026862849 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.729345708719149, cost: 1.620699264792691e-07, fitness inc: 1.620699264792691e-06 Fitness: 0.006621293202420109 - Evaluating [15.715171103388673, 3.322051465149549, 149.44616627009776, 31.300546432465005, 10.112886675638286] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.828043206101313, cost: 2.5600177974482996e-05, fitness inc: 2.5600177974482996e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.602276482729255, cost: 0.00033849955574638546, fitness inc: 0.00033849955574638546 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.691947356679724, cost: 0.0006241425771978948, fitness inc: 0.006241425771978948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.150102093949688, cost: 1.872525145574233e-05, fitness inc: 1.872525145574233e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.924322073775162, cost: 0.00026989873135363496, fitness inc: 0.00026989873135363496 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.532503457813852, cost: 2.361269773420993e-05, fitness inc: 0.0002361269773420993 Fitness: 0.007130276465851293 - Evaluating [15.795411162023543, 5.32504342015694, 147.3562126846746, 29.887572660861597, 10.691497629248346] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.48689601391606, cost: 8.25375236909176e-05, fitness inc: 8.25375236909176e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.103904322726078, cost: 1.0085647649260565e-05, fitness inc: 1.0085647649260565e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.811941049331878, cost: 8.51141603853689e-05, fitness inc: 8.51141603853689e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.428947963264648, cost: 4.293736730243136e-05, fitness inc: 4.293736730243136e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.642067253440753, cost: 3.726899834632924e-06, fitness inc: 3.726899834632924e-05 Fitness: 0.005636945890812872 - Evaluating [14.603432627456078, 4.49773635543347, 148.48480981735875, 29.235637125010445, 10.42006196380006] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.02348398239286, cost: 2.0672468181714976e-08, fitness inc: 2.0672468181714976e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.183359205123184, cost: 0.00062199450313416, fitness inc: 0.00062199450313416 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.734762599617289, cost: 0.0005840034084222401, fitness inc: 0.005840034084222401 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.521220097884413, cost: 5.94218246874334e-06, fitness inc: 5.94218246874334e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.68109675936334, cost: 0.0004057027960759907, fitness inc: 0.0004057027960759907 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.626828719332877, cost: 5.465622223255195e-06, fitness inc: 5.4656222232551954e-05 Fitness: 0.0069283504606020285 - Evaluating [17.196095437274394, 5.714860699658519, 149.55329878984298, 26.0815581012996, 10.320901776055749] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.516983490784874, cost: 0.00023646822261613742, fitness inc: 0.00023646822261613742 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.875182394692409, cost: 0.0032713793865144503, fitness inc: 0.0032713793865144503 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.68672684720722, cost: 0.0006291278605852213, fitness inc: 0.006291278605852213 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.23184515119988, cost: 0.0002707243803644621, fitness inc: 0.0002707243803644621 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.590041605105373, cost: 0.0015628762569130927, fitness inc: 0.0015628762569130927 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.693463903437941, cost: 3.0980594101226444e-07, fitness inc: 3.0980594101226444e-06 Fitness: 0.011635824911670478 - Evaluating [15.34850302835156, 4.837566758071883, 146.61391307830903, 29.13298058109009, 9.851428273890177] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.19992006668108, cost: 1.4928505840394735e-06, fitness inc: 1.4928505840394735e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.497066474556089, cost: 0.00023059854939022628, fitness inc: 0.00023059854939022628 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.821282401090324, cost: 0.0005069561507811127, fitness inc: 0.005069561507811127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.03748843055352, cost: 3.649858948406859e-08, fitness inc: 3.649858948406859e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.33463020321213, cost: 2.61325720659622e-05, fitness inc: 2.61325720659622e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.689576695492944, cost: 4.3627838075543934e-07, fitness inc: 4.3627838075543934e-06 Fitness: 0.005332184762248393 - Evaluating [14.855933439326323, 5.449310738736058, 145.4152203988321, 28.473307751525237, 9.399658069656418] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.25557865447717, cost: 2.0685774571926885e-05, fitness inc: 2.0685774571926885e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.456265995522443, cost: 0.00019430635229178428, fitness inc: 0.00019430635229178428 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.877579092158474, cost: 0.00045974460262354633, fitness inc: 0.004597446026235463 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.70488662106371, cost: 2.2574449484169534e-06, fitness inc: 2.2574449484169534e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.90558205119532, cost: 0.0001913299709305205, fitness inc: 0.0001913299709305205 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.751092707613529, cost: 9.680842335546558e-07, fitness inc: 9.680842335546558e-06 Fitness: 0.0050157064113136585 >>>>> Evaluating: >>>>> [14.182707900864646, 3.8313117326393353, 147.8863740400971, 27.88999054848293, 11.259404743499374] >>>>> [16.289596166541166, 4.925501038327614, 145.89613948933513, 28.958176713373632, 8.59434305949948] >>>>> [15.795411162023543, 4.685993173750744, 147.3562126846746, 29.166296258719807, 9.536202189597455] >>>>> [15.340310772445006, 4.407387254349685, 147.3562126846746, 29.725327987145278, 10.691497629248346] >>>>> [14.369822789302624, 5.513545829855274, 149.18278164493393, 29.287182014602305, 10.242630639969132] >>>>> [16.26394714389283, 5.116359016033574, 146.76598701806086, 26.533312309131823, 10.032860820623958] >>>>> [16.426377863915143, 5.924548739068661, 147.82653909013294, 29.07536065085857, 11.485966972913467] >>>>> [15.996915664635223, 5.7396476937353125, 147.44691206310682, 28.259437967195648, 9.195215067249737] >>>>> [15.258662493777246, 3.9456373568144807, 146.064481203117, 29.35215395367182, 10.03067065011628] >>>>> [15.152363993391042, 5.180883064507455, 146.70461678782772, 28.839321499429452, 11.087104848494702] >> Running individual: {'amp': 14.182707900864646, 'amp_increment': 3.8313117326393353, 'period': 147.8863740400971, 'period_increment': 27.88999054848293, 'offset': 11.259404743499374} >> Running individual: {'amp': 16.289596166541166, 'amp_increment': 4.925501038327614, 'period': 145.89613948933513, 'period_increment': 28.958176713373632, 'offset': 8.59434305949948} >> Running individual: {'amp': 15.795411162023543, 'amp_increment': 4.685993173750744, 'period': 147.3562126846746, 'period_increment': 29.166296258719807, 'offset': 9.536202189597455} >> Running individual: {'amp': 15.340310772445006, 'amp_increment': 4.407387254349685, 'period': 147.3562126846746, 'period_increment': 29.725327987145278, 'offset': 10.691497629248346} >> Running individual: {'amp': 14.369822789302624, 'amp_increment': 5.513545829855274, 'period': 149.18278164493393, 'period_increment': 29.287182014602305, 'offset': 10.242630639969132} >> Running individual: {'amp': 16.26394714389283, 'amp_increment': 5.116359016033574, 'period': 146.76598701806086, 'period_increment': 26.533312309131823, 'offset': 10.032860820623958} >> Running individual: {'amp': 16.426377863915143, 'amp_increment': 5.924548739068661, 'period': 147.82653909013294, 'period_increment': 29.07536065085857, 'offset': 11.485966972913467} >> Running individual: {'amp': 15.996915664635223, 'amp_increment': 5.7396476937353125, 'period': 147.44691206310682, 'period_increment': 28.259437967195648, 'offset': 9.195215067249737} >> Running individual: {'amp': 15.258662493777246, 'amp_increment': 3.9456373568144807, 'period': 146.064481203117, 'period_increment': 29.35215395367182, 'offset': 10.03067065011628} >> Running individual: {'amp': 15.152363993391042, 'amp_increment': 5.180883064507455, 'period': 146.70461678782772, 'period_increment': 28.839321499429452, 'offset': 11.087104848494702} - Evaluating [14.182707900864646, 3.8313117326393353, 147.8863740400971, 27.88999054848293, 11.259404743499374] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.44210187240904, cost: 7.298490089513443e-06, fitness inc: 7.298490089513443e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.923292894142719, cost: 0.004008954466420467, fitness inc: 0.004008954466420467 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.762087230924202, cost: 0.000559082759226559, fitness inc: 0.00559082759226559 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.273412449732945, cost: 1.3685688257325523e-05, fitness inc: 1.3685688257325523e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.754605090978676, cost: 0.002451546076864486, fitness inc: 0.002451546076864486 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496641, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.012076906693455292 - Evaluating [16.289596166541166, 4.925501038327614, 145.89613948933513, 28.958176713373632, 8.59434305949948] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.883917029654096, cost: 5.026673441932417e-07, fitness inc: 5.026673441932417e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.695250107659253, cost: 0.006734783580978787, fitness inc: 0.006734783580978787 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.854009595612349, cost: 0.0004792301112238606, fitness inc: 0.004792301112238606 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.809432432092013, cost: 9.412085889559663e-07, fitness inc: 9.412085889559663e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.620737986441693, cost: 0.0016000811532620451, fitness inc: 0.0016000811532620451 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.718860802927142, cost: 1.4957255212166842e-08, fitness inc: 1.4957255212166842e-07 Fitness: 0.01312875929496471 - Evaluating [15.795411162023543, 4.685993173750744, 147.3562126846746, 29.166296258719807, 9.536202189597455] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.33160057426517, cost: 4.106305535378496e-06, fitness inc: 4.106305535378496e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.259199762376968, cost: 0.001477830623925036, fitness inc: 0.001477830623925036 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.017593504227055, cost: 8.054331535056747e-09, fitness inc: 8.054331535056747e-09 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.945192780637202, cost: 0.00020842963203426823, fitness inc: 0.00020842963203426823 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.665080444141397, cost: 1.7301165967653631e-06, fitness inc: 1.730116596765363e-05 Fitness: 0.007086677975232436 - Evaluating [15.340310772445006, 4.407387254349685, 147.3562126846746, 29.725327987145278, 10.691497629248346] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.03179599248113, cost: 3.974739809642358e-05, fitness inc: 3.974739809642358e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.648804198509228, cost: 0.00011507380754571805, fitness inc: 0.00011507380754571805 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.43918524437437, cost: 5.001407626714638e-06, fitness inc: 5.001407626714638e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.05618998100573, cost: 0.00020779200779952323, fitness inc: 0.00020779200779952323 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.647165123107291, cost: 3.2193117186496423e-06, fitness inc: 3.219311718649642e-05 Fitness: 0.0057788099316934405 - Evaluating [14.369822789302624, 5.513545829855274, 149.18278164493393, 29.287182014602305, 10.242630639969132] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.612444704623663, cost: 5.606052343898327e-06, fitness inc: 5.606052343898327e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.127181730542398, cost: 0.0007104554666544916, fitness inc: 0.0007104554666544916 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7031616579142455, cost: 0.0006135004993080839, fitness inc: 0.006135004993080839 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.125990834769524, cost: 4.117514008639134e-07, fitness inc: 4.117514008639134e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.640724963116421, cost: 3.0112213113442365e-05, fitness inc: 3.0112213113442365e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.602868668757499, cost: 8.870585907150286e-06, fitness inc: 8.870585907150286e-05 Fitness: 0.006970296335665038 - Evaluating [16.26394714389283, 5.116359016033574, 146.76598701806086, 26.533312309131823, 10.032860820623958] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.296797010618196, cost: 6.278369595658084e-05, fitness inc: 6.278369595658084e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.2310749292010295, cost: 0.0014126463979187154, fitness inc: 0.0014126463979187154 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.813536225299849, cost: 0.0005136325401774444, fitness inc: 0.005136325401774444 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.413159479357294, cost: 5.177437717551747e-05, fitness inc: 5.177437717551747e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.347435136749526, cost: 0.0004234792560011691, fitness inc: 0.0004234792560011691 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7703404500856355, cost: 2.2453111213627253e-06, fitness inc: 2.2453111213627253e-05 Fitness: 0.007109462240040054 - Evaluating [16.426377863915143, 5.924548739068661, 147.82653909013294, 29.07536065085857, 11.485966972913467] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.912333555102926, cost: 0.00031656089751463945, fitness inc: 0.00031656089751463945 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.94039981507251, cost: 3.310153230517976e-06, fitness inc: 3.310153230517976e-06 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765136994023051, cost: 0.0005563349606336754, fitness inc: 0.005563349606336754 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.83688054878603, cost: 0.000381534076063339, fitness inc: 0.000381534076063339 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.86495401484603, cost: 0.00017455093168639024, fitness inc: 0.00017455093168639024 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.652911249292477, cost: 2.6917030857553925e-06, fitness inc: 2.6917030857553925e-05 Fitness: 0.006466222695689194 - Evaluating [15.996915664635223, 5.7396476937353125, 147.44691206310682, 28.259437967195648, 9.195215067249737] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.192114466466315, cost: 1.3785804480193065e-06, fitness inc: 1.3785804480193065e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.8016921488253255, cost: 0.0030207524434257005, fitness inc: 0.0030207524434257005 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.782726656114679, cost: 0.0005406187843892685, fitness inc: 0.005406187843892685 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.931756515716728, cost: 2.2509215133470484e-05, fitness inc: 2.2509215133470484e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.541346380752772, cost: 0.0015047499156319866, fitness inc: 0.0015047499156319866 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.690871841565216, cost: 3.917411726117592e-07, fitness inc: 3.917411726117592e-06 Fitness: 0.009959495410257979 - Evaluating [15.258662493777246, 3.9456373568144807, 146.064481203117, 29.35215395367182, 10.03067065011628] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.289323207084486, cost: 3.1261211828059743e-06, fitness inc: 3.1261211828059743e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2279785270535655, cost: 4.8527988694702096e-05, fitness inc: 4.8527988694702096e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84618895481407, cost: 0.0004857848626804717, fitness inc: 0.004857848626804717 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.23496033461939, cost: 1.5172597433776858e-05, fitness inc: 1.5172597433776858e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.17362215939953, cost: 0.0001593066279430566, fitness inc: 0.0001593066279430566 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.701254275939793, cost: 1.213493731055948e-07, fitness inc: 1.213493731055948e-06 Fitness: 0.005085195455790115 - Evaluating [15.152363993391042, 5.180883064507455, 146.70461678782772, 28.839321499429452, 11.087104848494702] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.239466268600953, cost: 5.735563948883193e-05, fitness inc: 5.735563948883193e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.0652367570100765, cost: 0.0008147985198634355, fitness inc: 0.0008147985198634355 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.816632583502668, cost: 0.000510958573011866, fitness inc: 0.00510958573011866 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.42034411748418, cost: 5.230212755458208e-05, fitness inc: 5.230212755458208e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.24612889116735, cost: 0.00013258032196239444, fitness inc: 0.00013258032196239444 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.69670730317785, cost: 2.2080658512724227e-07, fitness inc: 2.2080658512724227e-06 Fitness: 0.006168830404839176 >>>>> Evaluating: >>>>> [15.538273887289694, 4.949646062892108, 147.35611129990633, 29.559618965105127, 9.303778743916551] >>>>> [14.677449849394751, 3.0243168418908297, 146.83014328224755, 29.115488730995352, 11.438148348965953] >>>>> [16.886347748386818, 4.799150267700933, 146.43630438176396, 31.92932895911786, 8.953591383059198] >>>>> [16.258587962493223, 5.661577485258337, 147.47694115880012, 28.323949133228336, 9.12916130942586] >>>>> [15.909748145413204, 3.887088126437429, 145.4046105250383, 29.929980780561465, 9.134342016073806] >>>>> [14.721296808411786, 3.71223681588289, 146.8708843115536, 29.451834102762678, 10.784778569974698] >>>>> [15.164538947446323, 5.418746586891925, 145.50410402876074, 29.787431942412113, 9.639632074996127] >>>>> [16.332639601147804, 4.6150397766829805, 148.68192334109497, 29.164063719149777, 9.586525773252632] >>>>> [14.949375726680328, 3.8890775527836956, 147.92591430327718, 25.66146094678633, 8.735923739669042] >>>>> [14.694539884618791, 3.784867660086908, 147.2492079753821, 30.353294807911695, 11.041296870029301] >> Running individual: {'amp': 15.538273887289694, 'amp_increment': 4.949646062892108, 'period': 147.35611129990633, 'period_increment': 29.559618965105127, 'offset': 9.303778743916551} >> Running individual: {'amp': 14.677449849394751, 'amp_increment': 3.0243168418908297, 'period': 146.83014328224755, 'period_increment': 29.115488730995352, 'offset': 11.438148348965953} >> Running individual: {'amp': 16.886347748386818, 'amp_increment': 4.799150267700933, 'period': 146.43630438176396, 'period_increment': 31.92932895911786, 'offset': 8.953591383059198} >> Running individual: {'amp': 16.258587962493223, 'amp_increment': 5.661577485258337, 'period': 147.47694115880012, 'period_increment': 28.323949133228336, 'offset': 9.12916130942586} >> Running individual: {'amp': 15.909748145413204, 'amp_increment': 3.887088126437429, 'period': 145.4046105250383, 'period_increment': 29.929980780561465, 'offset': 9.134342016073806} >> Running individual: {'amp': 14.721296808411786, 'amp_increment': 3.71223681588289, 'period': 146.8708843115536, 'period_increment': 29.451834102762678, 'offset': 10.784778569974698} >> Running individual: {'amp': 15.164538947446323, 'amp_increment': 5.418746586891925, 'period': 145.50410402876074, 'period_increment': 29.787431942412113, 'offset': 9.639632074996127} >> Running individual: {'amp': 16.332639601147804, 'amp_increment': 4.6150397766829805, 'period': 148.68192334109497, 'period_increment': 29.164063719149777, 'offset': 9.586525773252632} >> Running individual: {'amp': 14.949375726680328, 'amp_increment': 3.8890775527836956, 'period': 147.92591430327718, 'period_increment': 25.66146094678633, 'offset': 8.735923739669042} >> Running individual: {'amp': 14.694539884618791, 'amp_increment': 3.784867660086908, 'period': 147.2492079753821, 'period_increment': 30.353294807911695, 'offset': 11.041296870029301} - Evaluating [15.538273887289694, 4.949646062892108, 147.35611129990633, 29.559618965105127, 9.303778743916551] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.84203994676587, cost: 9.309621264996792e-07, fitness inc: 9.309621264996792e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.234486168978812, cost: 0.001420474535153926, fitness inc: 0.001420474535153926 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.791687723040894, cost: 1.12468283186562e-06, fitness inc: 1.12468283186562e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.184130504543527, cost: 0.0003270847437264468, fitness inc: 0.0003270847437264468 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6522722134288905, cost: 2.7480472002405776e-06, fitness inc: 2.7480472002405776e-05 Fitness: 0.0071560975892797085 - Evaluating [14.677449849394751, 3.0243168418908297, 146.83014328224755, 29.115488730995352, 11.438148348965953] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.115588246801327, cost: 4.6464683011948615e-05, fitness inc: 4.6464683011948615e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.2392885494303165, cost: 0.0028849830759463124, fitness inc: 0.0028849830759463124 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.810442678773039, cost: 0.0005163110374519775, fitness inc: 0.005163110374519775 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.139908587465403, cost: 1.9177127563163587e-05, fitness inc: 1.9177127563163587e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.263605032392005, cost: 0.0032468726627170597, fitness inc: 0.0032468726627170597 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6837558258488095, cost: 6.660441649319893e-07, fitness inc: 6.6604416493198926e-06 Fitness: 0.011367268365407579 - Evaluating [16.886347748386818, 4.799150267700933, 146.43630438176396, 31.92932895911786, 8.953591383059198] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.8399264695355, cost: 2.634016550406848e-05, fitness inc: 2.634016550406848e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.932745450009601, cost: 0.007964071995417155, fitness inc: 0.007964071995417155 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.82904620987827, cost: 0.0005003083220234128, fitness inc: 0.005003083220234128 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.639078019462413, cost: 1.0589663766658042e-05, fitness inc: 1.0589663766658042e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.731894609461142, cost: 0.0017384494114262017, fitness inc: 0.0017384494114262017 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.606638259698578, cost: 8.28050486223475e-06, fitness inc: 8.28050486223475e-05 Fitness: 0.014825339504970558 - Evaluating [16.258587962493223, 5.661577485258337, 147.47694115880012, 28.323949133228336, 9.12916130942586] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.387734058007563, cost: 5.613968818485304e-06, fitness inc: 5.613968818485304e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.129417917625158, cost: 0.0042145568016921375, fitness inc: 0.0042145568016921375 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.78119349005317, cost: 0.0005419797083707767, fitness inc: 0.005419797083707767 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.049295068277814, cost: 2.8545966482385055e-05, fitness inc: 2.8545966482385055e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.79097245959812, cost: 0.0018143123407825534, fitness inc: 0.0018143123407825534 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688282138793172, cost: 4.831909682367908e-07, fitness inc: 4.8319096823679075e-06 Fitness: 0.011487658071165696 - Evaluating [15.909748145413204, 3.887088126437429, 145.4046105250383, 29.929980780561465, 9.134342016073806] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.044070686215644, cost: 7.266599122424111e-08, fitness inc: 7.266599122424111e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.775386996125486, cost: 0.0029334480394052065, fitness inc: 0.0029334480394052065 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.877579092158474, cost: 0.00045974460262354633, fitness inc: 0.004597446026235463 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.931169016689562, cost: 2.9615169754193538e-05, fitness inc: 2.9615169754193538e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.66248478969228, cost: 0.00010240689135876391, fitness inc: 0.00010240689135876391 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7032052013222305, cost: 8.773493875846583e-08, fitness inc: 8.773493875846583e-07 Fitness: 0.007663866142132436 - Evaluating [14.721296808411786, 3.71223681588289, 146.8708843115536, 29.451834102762678, 10.784778569974698] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.506064531285265, cost: 9.562850528443967e-06, fitness inc: 9.562850528443967e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.936506180327507, cost: 0.0010544307906733552, fitness inc: 0.0010544307906733552 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8088969586916095, cost: 0.0005176519799567902, fitness inc: 0.005176519799567902 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.218303818807684, cost: 1.5840485916185365e-05, fitness inc: 1.5840485916185365e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.648744864355192, cost: 0.0012882713354636088, fitness inc: 0.0012882713354636088 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.00755770264762623 - Evaluating [15.164538947446323, 5.418746586891925, 145.50410402876074, 29.787431942412113, 9.639632074996127] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.804168147029795, cost: 1.4310483635870952e-06, fitness inc: 1.4310483635870952e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.524885396740093, cost: 0.0002571228640608769, fitness inc: 0.0002571228640608769 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.87285223367589, cost: 0.0004636200442920124, fitness inc: 0.004636200442920124 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.22291480714756, cost: 1.288659112086421e-06, fitness inc: 1.288659112086421e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.943632354615438, cost: 0.0002077421702170179, fitness inc: 0.0002077421702170179 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.704506560181631, cost: 6.833692500762822e-08, fitness inc: 6.833692500762822e-07 Fitness: 0.005104468553923769 - Evaluating [16.332639601147804, 4.6150397766829805, 148.68192334109497, 29.164063719149777, 9.586525773252632] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.919151996780297, cost: 3.154308393160665e-05, fitness inc: 3.154308393160665e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.7461026678102725, cost: 0.0028377488292694597, fitness inc: 0.0028377488292694597 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.725703396479141, cost: 0.0005923853215008545, fitness inc: 0.0059238532150085454 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.534192421366615, cost: 7.399116062511979e-06, fitness inc: 7.399116062511979e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.361145176270876, cost: 0.00043213687908238985, fitness inc: 0.00043213687908238985 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.623031938820506, cost: 5.950479751937188e-06, fitness inc: 5.950479751937188e-05 Fitness: 0.009292185920873886 - Evaluating [14.949375726680328, 3.8890775527836956, 147.92591430327718, 25.66146094678633, 8.735923739669042] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.685290066306372, cost: 6.45206867945225e-05, fitness inc: 6.45206867945225e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.213437719321349, cost: 0.0013725159888261507, fitness inc: 0.0013725159888261507 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.760563380280613, cost: 0.0005604582615664766, fitness inc: 0.005604582615664766 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.574364607993246, cost: 0.00015251356374856861, fitness inc: 0.00015251356374856861 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.102515651485144, cost: 2.4537588634299112e-06, fitness inc: 2.4537588634299112e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.761032377001041, cost: 1.5615411302905002e-06, fitness inc: 1.5615411302905002e-05 Fitness: 0.007212202025200343 - Evaluating [14.694539884618791, 3.784867660086908, 147.2492079753821, 30.353294807911695, 11.041296870029301] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.73582676067563, cost: 2.0216068963074818e-05, fitness inc: 2.0216068963074818e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6532330461806253, cost: 0.001689914815684146, fitness inc: 0.001689914815684146 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.791171477078717, cost: 0.0005331533032327807, fitness inc: 0.0053315330323278065 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.520703655645736, cost: 5.955009396707567e-06, fitness inc: 5.955009396707567e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.438109981988579, cost: 0.001529061839327106, fitness inc: 0.001529061839327106 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.630630630629724, cost: 5.000752797079677e-06, fitness inc: 5.000752797079677e-05 Fitness: 0.008626688293669638 >>>>> Evaluating: >>>>> [15.45488628845658, 4.225959728664781, 145.90031443816252, 28.691848550190713, 9.045884525040298] >>>>> [14.484615120389279, 4.073390973858647, 146.06787418725486, 28.23161554405102, 9.163006430907002] >>>>> [14.27241842807114, 3.711497899272755, 148.1675703067204, 31.146216075438684, 9.603843974283054] >>>>> [13.446595407262159, 7.27306301431641, 148.21174453731015, 29.798287052804316, 9.390324338522474] >>>>> [15.588745629725874, 2.673123378945734, 146.82208222917083, 28.581117615141828, 10.003836390072166] >>>>> [14.98593130119559, 3.786745222118859, 147.35188657765875, 29.02418884827587, 10.919063252564769] >>>>> [13.702248734294397, 4.949646062892108, 150.04857667594678, 30.311259649913367, 10.610570367467485] >>>>> [15.492533915167408, 4.654287996907003, 147.26995197820315, 30.63211048074443, 8.213761251050691] >>>>> [13.545086709623526, 7.100831710476271, 148.6995505159358, 25.567794110273308, 8.682017229235003] >>>>> [14.137359937499406, 6.770865306127856, 148.839009879706, 27.508799436452747, 8.880032187836301] >> Running individual: {'amp': 15.45488628845658, 'amp_increment': 4.225959728664781, 'period': 145.90031443816252, 'period_increment': 28.691848550190713, 'offset': 9.045884525040298} >> Running individual: {'amp': 14.484615120389279, 'amp_increment': 4.073390973858647, 'period': 146.06787418725486, 'period_increment': 28.23161554405102, 'offset': 9.163006430907002} >> Running individual: {'amp': 14.27241842807114, 'amp_increment': 3.711497899272755, 'period': 148.1675703067204, 'period_increment': 31.146216075438684, 'offset': 9.603843974283054} >> Running individual: {'amp': 13.446595407262159, 'amp_increment': 7.27306301431641, 'period': 148.21174453731015, 'period_increment': 29.798287052804316, 'offset': 9.390324338522474} >> Running individual: {'amp': 15.588745629725874, 'amp_increment': 2.673123378945734, 'period': 146.82208222917083, 'period_increment': 28.581117615141828, 'offset': 10.003836390072166} >> Running individual: {'amp': 14.98593130119559, 'amp_increment': 3.786745222118859, 'period': 147.35188657765875, 'period_increment': 29.02418884827587, 'offset': 10.919063252564769} >> Running individual: {'amp': 13.702248734294397, 'amp_increment': 4.949646062892108, 'period': 150.04857667594678, 'period_increment': 30.311259649913367, 'offset': 10.610570367467485} >> Running individual: {'amp': 15.492533915167408, 'amp_increment': 4.654287996907003, 'period': 147.26995197820315, 'period_increment': 30.63211048074443, 'offset': 8.213761251050691} >> Running individual: {'amp': 13.545086709623526, 'amp_increment': 7.100831710476271, 'period': 148.6995505159358, 'period_increment': 25.567794110273308, 'offset': 8.682017229235003} >> Running individual: {'amp': 14.137359937499406, 'amp_increment': 6.770865306127856, 'period': 148.839009879706, 'period_increment': 27.508799436452747, 'offset': 8.880032187836301} - Evaluating [15.45488628845658, 4.225959728664781, 145.90031443816252, 28.691848550190713, 9.045884525040298] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.500762568122894, cost: 9.303068692512184e-06, fitness inc: 9.303068692512184e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.408992055036086, cost: 0.00184964024469636, fitness inc: 0.00184964024469636 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.854009595612349, cost: 0.0004792301112238606, fitness inc: 0.004792301112238606 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.726717944966186, cost: 4.202853074564139e-05, fitness inc: 4.202853074564139e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.634949612409185, cost: 9.40722078834888e-05, fitness inc: 9.40722078834888e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.727376861396563, cost: 1.2246394243131675e-07, fitness inc: 1.2246394243131675e-06 Fitness: 0.006788569803680922 - Evaluating [14.484615120389279, 4.073390973858647, 146.06787418725486, 28.23161554405102, 9.163006430907002] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.647610442220472, cost: 6.827189431446445e-05, fitness inc: 6.827189431446445e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.321596170669884, cost: 9.655010548548226e-05, fitness inc: 9.655010548548226e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84618895481407, cost: 0.0004857848626804717, fitness inc: 0.004857848626804717 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.721004110117605, cost: 0.00013463300387794863, fitness inc: 0.00013463300387794863 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.394992943181666, cost: 8.539198504586842e-05, fitness inc: 8.539198504586842e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.737234652896388, cost: 3.763378744192636e-07, fitness inc: 3.763378744192636e-06 Fitness: 0.005246458994272674 - Evaluating [14.27241842807114, 3.711497899272755, 148.1675703067204, 31.146216075438684, 9.603843974283054] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.87624927874827, cost: 4.7139100394000266e-05, fitness inc: 4.7139100394000266e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.668565059126248, cost: 0.00010248797557033118, fitness inc: 0.00010248797557033118 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.749156355454492, cost: 0.0005708083848914303, fitness inc: 0.005708083848914303 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.587747697763028, cost: 0.00015083549463590362, fitness inc: 0.00015083549463590362 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.380066315453721, cost: 0.0006119147814779291, fitness inc: 0.0006119147814779291 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.576467307959595, cost: 1.3572549535156853e-05, fitness inc: 0.00013572549535156853 Fitness: 0.006756186696344035 - Evaluating [13.446595407262159, 7.27306301431641, 148.21174453731015, 29.798287052804316, 9.390324338522474] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.836911388037986, cost: 0.00017464339250550243, fitness inc: 0.00017464339250550243 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.056264516547555, cost: 0.0008305028736627085, fitness inc: 0.0008305028736627085 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.747638326584619, cost: 0.0005721928903432705, fitness inc: 0.005721928903432705 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.10997029604582, cost: 3.1371867170726375e-07, fitness inc: 3.1371867170726375e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.32932166269253, cost: 0.0004121751111497707, fitness inc: 0.0004121751111497707 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6173463655759965, cost: 6.715064081674882e-06, fitness inc: 6.715064081674882e-05 Fitness: 0.007206714640239142 - Evaluating [15.588745629725874, 2.673123378945734, 146.82208222917083, 28.581117615141828, 10.003836390072166] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.592570203063836, cost: 1.3111179914537807e-05, fitness inc: 1.3111179914537807e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.584898873864492, cost: 0.00031925540056199075, fitness inc: 0.00031925540056199075 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8112158020195785, cost: 0.0005156409892975722, fitness inc: 0.005156409892975722 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.26568516028463, cost: 7.797243276419508e-05, fitness inc: 7.797243276419508e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.258012490108872, cost: 0.0007075321888981856, fitness inc: 0.0007075321888981856 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.701254275939793, cost: 1.213493731055948e-07, fitness inc: 1.213493731055948e-06 Fitness: 0.006275494588845687 - Evaluating [14.98593130119559, 3.786745222118859, 147.35188657765875, 29.02418884827587, 10.919063252564769] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.904979302519823, cost: 3.057791684035749e-05, fitness inc: 3.057791684035749e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.066859482240272, cost: 0.0008119741883244602, fitness inc: 0.0008119741883244602 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.786562606038962, cost: 0.0005372212634213724, fitness inc: 0.005372212634213724 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.69173140785642, cost: 2.4632125447121567e-06, fitness inc: 2.4632125447121567e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -7.8536048446501585, cost: 0.0010737898887703823, fitness inc: 0.0010737898887703823 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.669577049551193, cost: 1.428353361587753e-06, fitness inc: 1.428353361587753e-05 Fitness: 0.007305301374309514 - Evaluating [13.702248734294397, 4.949646062892108, 150.04857667594678, 30.311259649913367, 10.610570367467485] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.312809442337645, cost: 1.762727759146987e-05, fitness inc: 1.762727759146987e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.0916696152920355, cost: 0.0033873258770620307, fitness inc: 0.0033873258770620307 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.664445184937284, cost: 0.0006506280679323684, fitness inc: 0.006506280679323684 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.262455059597492, cost: 1.41015907516584e-05, fitness inc: 1.41015907516584e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.041314416528401, cost: 0.0008943472229557825, fitness inc: 0.0008943472229557825 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.544774050456634, cost: 2.053256180434282e-05, fitness inc: 0.0002053256180434282 Fitness: 0.011025008265728053 - Evaluating [15.492533915167408, 4.654287996907003, 147.26995197820315, 30.63211048074443, 8.213761251050691] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.706284106534515, cost: 6.247658744928941e-05, fitness inc: 6.247658744928941e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.278760240458477, cost: 0.004823479657397489, fitness inc: 0.004823479657397489 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.790402897237489, cost: 0.0005338306078530586, fitness inc: 0.005338306078530586 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.360578313060092, cost: 6.967375642652485e-05, fitness inc: 6.967375642652485e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.93304873319209, cost: 0.0008711664937567365, fitness inc: 0.0008711664937567365 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.621135469363906, cost: 6.200378363740988e-06, fitness inc: 6.200378363740988e-05 Fitness: 0.011227106357198036 - Evaluating [13.545086709623526, 7.100831710476271, 148.6995505159358, 25.567794110273308, 8.682017229235003] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.227095462684748, cost: 0.00028696489104873546, fitness inc: 0.00028696489104873546 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.863062773264384, cost: 1.7489601844555835e-05, fitness inc: 1.7489601844555835e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.724949562877204, cost: 0.0005930854833201549, fitness inc: 0.005930854833201549 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.327925442258948, cost: 1.1709096414014297e-05, fitness inc: 1.1709096414014297e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.96389264053182, cost: 0.0008991634516745117, fitness inc: 0.0008991634516745117 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.738551589577874, cost: 4.207698590663611e-07, fitness inc: 4.207698590663611e-06 Fitness: 0.00715038957277403 - Evaluating [14.137359937499406, 6.770865306127856, 148.839009879706, 27.508799436452747, 8.880032187836301] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.017380513867703, cost: 0.00014672113392799613, fitness inc: 0.00014672113392799613 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2573175347979335, cost: 6.181826633100407e-05, fitness inc: 6.181826633100407e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003405, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.788249121583238, cost: 1.1621252599125498e-06, fitness inc: 1.1621252599125498e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.028177621580756, cost: 0.0009589339609363812, fitness inc: 0.0009589339609363812 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.670863105363726, cost: 1.3473614703940484e-06, fitness inc: 1.3473614703940484e-05 Fitness: 0.007169068748947183 >>>>> Evaluating: >>>>> [15.947737777036469, 6.257065775040485, 147.1848380624053, 29.77093200058581, 9.308988926471384] >>>>> [14.994626539425024, 5.559960049656895, 145.79102068797988, 30.16660397146264, 11.507082794955013] >>>>> [14.953179500943742, 6.547852113114838, 146.35880206139313, 27.506937621088845, 9.339715095142957] >>>>> [15.653888315110873, 6.898662755540765, 148.82234499635624, 27.491227091437537, 9.392893187099926] >>>>> [14.603198908744945, 4.892225450067969, 148.14686156947948, 28.967323990935103, 9.145613847479904] >>>>> [14.180703964924819, 3.2308683484230922, 147.5196698465772, 29.176643414579022, 9.047217631333833] >>>>> [13.500040204611713, 7.650248688092202, 145.90240646231734, 28.598441560358097, 10.81142631451969] >>>>> [13.830301664893792, 5.724392007286256, 148.49832445411613, 28.226310133204244, 9.727017266834812] >>>>> [14.423494596671862, 7.731474108322706, 147.66638250240126, 28.253047878242608, 9.156319868064276] >>>>> [16.31174454243041, 4.26960096611241, 148.82493182395706, 26.801572543222324, 11.125504366064112] >> Running individual: {'amp': 15.947737777036469, 'amp_increment': 6.257065775040485, 'period': 147.1848380624053, 'period_increment': 29.77093200058581, 'offset': 9.308988926471384} >> Running individual: {'amp': 14.994626539425024, 'amp_increment': 5.559960049656895, 'period': 145.79102068797988, 'period_increment': 30.16660397146264, 'offset': 11.507082794955013} >> Running individual: {'amp': 14.953179500943742, 'amp_increment': 6.547852113114838, 'period': 146.35880206139313, 'period_increment': 27.506937621088845, 'offset': 9.339715095142957} >> Running individual: {'amp': 15.653888315110873, 'amp_increment': 6.898662755540765, 'period': 148.82234499635624, 'period_increment': 27.491227091437537, 'offset': 9.392893187099926} >> Running individual: {'amp': 14.603198908744945, 'amp_increment': 4.892225450067969, 'period': 148.14686156947948, 'period_increment': 28.967323990935103, 'offset': 9.145613847479904} >> Running individual: {'amp': 14.180703964924819, 'amp_increment': 3.2308683484230922, 'period': 147.5196698465772, 'period_increment': 29.176643414579022, 'offset': 9.047217631333833} >> Running individual: {'amp': 13.500040204611713, 'amp_increment': 7.650248688092202, 'period': 145.90240646231734, 'period_increment': 28.598441560358097, 'offset': 10.81142631451969} >> Running individual: {'amp': 13.830301664893792, 'amp_increment': 5.724392007286256, 'period': 148.49832445411613, 'period_increment': 28.226310133204244, 'offset': 9.727017266834812} >> Running individual: {'amp': 14.423494596671862, 'amp_increment': 7.731474108322706, 'period': 147.66638250240126, 'period_increment': 28.253047878242608, 'offset': 9.156319868064276} >> Running individual: {'amp': 16.31174454243041, 'amp_increment': 4.26960096611241, 'period': 148.82493182395706, 'period_increment': 26.801572543222324, 'offset': 11.125504366064112} - Evaluating [15.947737777036469, 6.257065775040485, 147.1848380624053, 29.77093200058581, 9.308988926471384] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.25671492545766, cost: 2.4612733994233693e-06, fitness inc: 2.4612733994233693e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.6387358199816076, cost: 0.002500349746299868, fitness inc: 0.002500349746299868 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.794247537084188, cost: 0.000530446847767152, fitness inc: 0.00530446847767152 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.51377896080824, cost: 5.940908019141933e-05, fitness inc: 5.940908019141933e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.895804315052644, cost: 0.0019528941856526982, fitness inc: 0.0019528941856526982 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.650994575044298, cost: 2.8624470751470454e-06, fitness inc: 2.8624470751470454e-05 Fitness: 0.0098482072339664 - Evaluating [14.994626539425024, 5.559960049656895, 145.79102068797988, 30.16660397146264, 11.507082794955013] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.50169880869066, cost: 8.418891703065867e-05, fitness inc: 8.418891703065867e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.4875344351117974, cost: 0.0021304069976391116, fitness inc: 0.0021304069976391116 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.858710562413181, cost: 0.0004753114612507936, fitness inc: 0.004753114612507936 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.06165918494813, cost: 0.0001101880953220391, fitness inc: 0.0001101880953220391 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.047494250124753, cost: 0.0002116379202595775, fitness inc: 0.0002116379202595775 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6831097976803795, cost: 6.945300533578447e-07, fitness inc: 6.945300533578447e-06 Fitness: 0.007296481843292901 - Evaluating [14.953179500943742, 6.547852113114838, 146.35880206139313, 27.506937621088845, 9.339715095142957] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.292882088818068, cost: 1.8664475494922783e-05, fitness inc: 1.8664475494922783e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.613452095585964, cost: 0.0003511727839111689, fitness inc: 0.0003511727839111689 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.832934745472098, cost: 0.0004969951956701468, fitness inc: 0.004969951956701468 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.840736472138868, cost: 1.832653328981415e-05, fitness inc: 1.832653328981415e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.16130639294872, cost: 0.0010888099734480683, fitness inc: 0.0010888099734480683 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.751754285056025, cost: 1.0031981018121527e-06, fitness inc: 1.0031981018121527e-05 Fitness: 0.006456957703863564 - Evaluating [15.653888315110873, 6.898662755540765, 148.82234499635624, 27.491227091437537, 9.392893187099926] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.046769681362928, cost: 8.182887278884721e-08, fitness inc: 8.182887278884721e-08 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.260984878880715, cost: 0.0014820173433903738, fitness inc: 0.0014820173433903738 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.7196774554810625, cost: 0.0005979937635338661, fitness inc: 0.005979937635338661 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.945434389351963, cost: 9.811607383425347e-05, fitness inc: 9.811607383425347e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.15964148459393, cost: 0.0023240932147533533, fitness inc: 0.0023240932147533533 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.672149744752351, cost: 1.268698172518512e-06, fitness inc: 1.268698172518512e-05 Fitness: 0.009896933077914616 - Evaluating [14.603198908744945, 4.892225450067969, 148.14686156947948, 28.967323990935103, 9.145613847479904] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.748803744829253, cost: 5.8437417867707175e-05, fitness inc: 5.8437417867707175e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.457571105100271, cost: 0.00019541920201715524, fitness inc: 0.00019541920201715524 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.749915626053599, cost: 0.0005701165266277508, fitness inc: 0.005701165266277508 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.641028598279803, cost: 4.7875624601734224e-05, fitness inc: 4.7875624601734224e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.349796817436859, cost: 2.8554786109413755e-05, fitness inc: 2.8554786109413755e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.646527385656912, cost: 3.2807778757026895e-06, fitness inc: 3.2807778757026895e-05 Fitness: 0.006064260075630545 - Evaluating [14.180703964924819, 3.2308683484230922, 147.5196698465772, 29.176643414579022, 9.047217631333833] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.227913363402006, cost: 0.00011721796682562236, fitness inc: 0.00011721796682562236 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.1334746352064125, cost: 1.6639623602099363e-05, fitness inc: 1.6639623602099363e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.778895040107383, cost: 0.0005440231407837226, fitness inc: 0.005440231407837226 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.458775916390252, cost: 0.00032500717650740807, fitness inc: 0.00032500717650740807 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.364351951482002, cost: 0.0006238370678973704, fitness inc: 0.0006238370678973704 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659309564232253, cost: 2.1597356201219498e-06, fitness inc: 2.1597356201219498e-05 Fitness: 0.006544530598870946 - Evaluating [13.500040204611713, 7.650248688092202, 145.90240646231734, 28.598441560358097, 10.81142631451969] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.31146253482971, cost: 1.7696448506243634e-05, fitness inc: 1.7696448506243634e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.688599108513011, cost: 0.004961552811012959, fitness inc: 0.004961552811012959 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.854009595612349, cost: 0.0004792301112238606, fitness inc: 0.004792301112238606 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.96170493620758, cost: 9.976392308475024e-05, fitness inc: 9.976392308475024e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.338855513562715, cost: 2.679659818394242e-05, fitness inc: 2.679659818394242e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.73065902578705, cost: 1.9156927166807947e-07, fitness inc: 1.9156927166807947e-06 Fitness: 0.009900026585743182 - Evaluating [13.830301664893792, 5.724392007286256, 148.49832445411613, 28.226310133204244, 9.727017266834812] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.55731405889649, cost: 7.769261650292236e-05, fitness inc: 7.769261650292236e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.103272821358323, cost: 0.0007498838333138691, fitness inc: 0.0007498838333138691 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.734006734005659, cost: 0.0005847004838883674, fitness inc: 0.005847004838883674 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.281703184154924, cost: 1.3375139226501354e-05, fitness inc: 1.3375139226501354e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.827663979556023, cost: 6.927335994832973e-06, fitness inc: 6.927335994832973e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031232, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.006716987277436859 - Evaluating [14.423494596671862, 7.731474108322706, 147.66638250240126, 28.253047878242608, 9.156319868064276] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.57980300507806, cost: 7.528941440837489e-05, fitness inc: 7.528941440837489e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.267161652846514, cost: 6.663744178614373e-05, fitness inc: 6.663744178614373e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.772009029344294, cost: 0.000550168112308902, fitness inc: 0.0055016811230890195 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.311277880545475, cost: 4.457862470508278e-05, fitness inc: 4.457862470508278e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.998637488278058, cost: 0.0020937585155562655, fitness inc: 0.0020937585155562655 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.684402000908593, cost: 6.381484667361548e-07, fitness inc: 6.381484667361548e-06 Fitness: 0.007788326604212248 - Evaluating [16.31174454243041, 4.26960096611241, 148.82493182395706, 26.801572543222324, 11.125504366064112] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.43723595197688, cost: 0.00022172473483939026, fitness inc: 0.00022172473483939026 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.186226842516927, cost: 3.238444308695243e-05, fitness inc: 3.238444308695243e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.718924972003406, cost: 0.0005986959647787948, fitness inc: 0.005986959647787948 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.706839655073164, cost: 7.552735139271238e-05, fitness inc: 7.552735139271238e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.455830730510288, cost: 6.908220078283289e-05, fitness inc: 6.908220078283289e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.694112287893405, cost: 2.908118454936215e-07, fitness inc: 2.908118454936215e-06 Fitness: 0.0063885864963447725 >>>>> Evaluating: >>>>> [14.493907799384207, 4.783672221554675, 147.94787192632623, 29.662916322242243, 10.33735455259103] >>>>> [16.419350397092675, 4.029599161634245, 150.17093921388627, 28.173032916614794, 8.954297740410608] >>>>> [14.811761612426688, 6.470369982656579, 147.91076647943476, 28.810480175675238, 9.020600036562403] >>>>> [16.354714310742775, 8.587332443945899, 146.32152628197994, 27.366157062719036, 9.928571713429399] >>>>> [15.21986505685199, 2.517856689536215, 148.04501230935634, 28.536362678927045, 8.15522518361876] >>>>> [16.221057382307134, 3.5276396994356776, 147.94484982880365, 27.360016470118854, 8.465743855694372] >>>>> [14.299321751667492, 5.837941515890191, 147.03775761658648, 28.43811146855673, 9.176758893930144] >>>>> [16.02589958493645, 4.747425255353962, 147.18532370000776, 29.762849797439216, 10.17468650919723] >>>>> [14.79264053702377, 6.722971104895793, 144.6323249444434, 26.75984002381794, 8.69195751691279] >>>>> [15.522998035408355, 6.434033650371758, 145.75138328004596, 28.812783562191218, 10.290836315423107] >> Running individual: {'amp': 14.493907799384207, 'amp_increment': 4.783672221554675, 'period': 147.94787192632623, 'period_increment': 29.662916322242243, 'offset': 10.33735455259103} >> Running individual: {'amp': 16.419350397092675, 'amp_increment': 4.029599161634245, 'period': 150.17093921388627, 'period_increment': 28.173032916614794, 'offset': 8.954297740410608} >> Running individual: {'amp': 14.811761612426688, 'amp_increment': 6.470369982656579, 'period': 147.91076647943476, 'period_increment': 28.810480175675238, 'offset': 9.020600036562403} >> Running individual: {'amp': 16.354714310742775, 'amp_increment': 8.587332443945899, 'period': 146.32152628197994, 'period_increment': 27.366157062719036, 'offset': 9.928571713429399} >> Running individual: {'amp': 15.21986505685199, 'amp_increment': 2.517856689536215, 'period': 148.04501230935634, 'period_increment': 28.536362678927045, 'offset': 8.15522518361876} >> Running individual: {'amp': 16.221057382307134, 'amp_increment': 3.5276396994356776, 'period': 147.94484982880365, 'period_increment': 27.360016470118854, 'offset': 8.465743855694372} >> Running individual: {'amp': 14.299321751667492, 'amp_increment': 5.837941515890191, 'period': 147.03775761658648, 'period_increment': 28.43811146855673, 'offset': 9.176758893930144} >> Running individual: {'amp': 16.02589958493645, 'amp_increment': 4.747425255353962, 'period': 147.18532370000776, 'period_increment': 29.762849797439216, 'offset': 10.17468650919723} >> Running individual: {'amp': 14.79264053702377, 'amp_increment': 6.722971104895793, 'period': 144.6323249444434, 'period_increment': 26.75984002381794, 'offset': 8.69195751691279} >> Running individual: {'amp': 15.522998035408355, 'amp_increment': 6.434033650371758, 'period': 145.75138328004596, 'period_increment': 28.812783562191218, 'offset': 10.290836315423107} - Evaluating [14.493907799384207, 4.783672221554675, 147.94787192632623, 29.662916322242243, 10.33735455259103] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.831254059824506, cost: 1.0624799293701415e-06, fitness inc: 1.0624799293701415e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.1565406728503795, cost: 0.0006634928739085444, fitness inc: 0.0006634928739085444 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.759040216288211, cost: 0.0005618348300994169, fitness inc: 0.005618348300994169 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.614922530705485, cost: 3.8437670719648764e-06, fitness inc: 3.8437670719648764e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.940212643595164, cost: 0.00026198525266407646, fitness inc: 0.00026198525266407646 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.62999662200112, cost: 5.076839475148809e-06, fitness inc: 5.076839475148809e-05 Fitness: 0.006599501069319613 - Evaluating [16.419350397092675, 4.029599161634245, 150.17093921388627, 28.173032916614794, 8.954297740410608] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.373635953345563, cost: 5.213190470088058e-06, fitness inc: 5.213190470088058e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.4650435316514825, cost: 0.00563968269005477, fitness inc: 0.00563968269005477 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.658528465208121, cost: 0.0006563978571029194, fitness inc: 0.006563978571029194 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.403239724089634, cost: 9.231751453731007e-06, fitness inc: 9.231751453731007e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.494638803713691, cost: 0.0005210081167885683, fitness inc: 0.0005210081167885683 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.607267018054494, cost: 8.184056896842762e-06, fitness inc: 8.184056896842762e-05 Fitness: 0.01282095488876478 - Evaluating [14.811761612426688, 6.470369982656579, 147.91076647943476, 28.810480175675238, 9.020600036562403] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.832354118508825, cost: 5.089362351518023e-05, fitness inc: 5.089362351518023e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.791145948701611, cost: 0.000583924320475715, fitness inc: 0.000583924320475715 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.761325219741994, cost: 0.0005597703770052753, fitness inc: 0.005597703770052753 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.30272213514237, cost: 2.3763751167971137e-06, fitness inc: 2.3763751167971137e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.261520597497674, cost: 0.001191996748675428, fitness inc: 0.001191996748675428 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658669081031231, cost: 2.2103513515059348e-06, fitness inc: 2.2103513515059348e-05 Fitness: 0.007448998351350933 - Evaluating [16.354714310742775, 8.587332443945899, 146.32152628197994, 27.366157062719036, 9.928571713429399] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.283276725200214, cost: 6.148149391915769e-05, fitness inc: 6.148149391915769e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.426126286243665, cost: 0.0018948120674258107, fitness inc: 0.0018948120674258107 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.834491399930572, cost: 0.0004956719688159472, fitness inc: 0.004956719688159472 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 34.87060996288878, cost: 0.0006146680404341964, fitness inc: 0.0006146680404341964 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -15.01345502173579, cost: 0.00583068752254734, fitness inc: 0.00583068752254734 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.757052389175824, cost: 1.3069629773987401e-06, fitness inc: 1.3069629773987401e-05 Fitness: 0.013371438442259964 - Evaluating [15.21986505685199, 2.517856689536215, 148.04501230935634, 28.536362678927045, 8.15522518361876] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.375078634610826, cost: 9.855870366315411e-05, fitness inc: 9.855870366315411e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.064628413706731, cost: 0.003963001230431473, fitness inc: 0.003963001230431473 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.754474839580147, cost: 0.0005659709141356828, fitness inc: 0.005659709141356828 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 25.892935552299495, cost: 0.00043712087621772255, fitness inc: 0.00043712087621772255 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.582488755670207, cost: 4.06659785914254e-05, fitness inc: 4.06659785914254e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.010218208829341768 - Evaluating [16.221057382307134, 3.5276396994356776, 147.94484982880365, 27.360016470118854, 8.465743855694372] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.6867898373278, cost: 3.661315271630272e-06, fitness inc: 3.661315271630272e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.75529927430718, cost: 0.007036083151899408, fitness inc: 0.007036083151899408 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.759040216288211, cost: 0.0005618348300994169, fitness inc: 0.005618348300994169 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.214421605919796, cost: 8.264973788185692e-05, fitness inc: 8.264973788185692e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.282950913219377, cost: 0.00038393235394684755, fitness inc: 0.00038393235394684755 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.703855806524298, cost: 7.773449550718681e-08, fitness inc: 7.773449550718681e-07 Fitness: 0.013125452204948984 - Evaluating [14.299321751667492, 5.837941515890191, 147.03775761658648, 28.43811146855673, 9.176758893930144] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.47606898647018, cost: 8.66890765319761e-05, fitness inc: 8.66890765319761e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.122552252613783, cost: 1.4028692934209275e-05, fitness inc: 1.4028692934209275e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.801178871003227, cost: 0.0005243735526732074, fitness inc: 0.005243735526732074 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.314008161053348, cost: 1.2199077842223183e-05, fitness inc: 1.2199077842223183e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.960495714965257, cost: 0.00021523163608938578, fitness inc: 0.00021523163608938578 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6993046848275375, cost: 1.6037480032871088e-07, fitness inc: 1.6037480032871088e-06 Fitness: 0.0055734877581331554 - Evaluating [16.02589958493645, 4.747425255353962, 147.18532370000776, 29.762849797439216, 10.17468650919723] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.200574148655345, cost: 5.381301082041379e-05, fitness inc: 5.381301082041379e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.85119946508135, cost: 0.0006758688109015365, fitness inc: 0.0006758688109015365 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.794247537084188, cost: 0.000530446847767152, fitness inc: 0.00530446847767152 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.948001706792226, cost: 2.330090852864508e-05, fitness inc: 2.330090852864508e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.598628332253881, cost: 8.361892158792461e-05, fitness inc: 8.361892158792461e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.650994575044298, cost: 2.8624470751470454e-06, fitness inc: 2.8624470751470454e-05 Fitness: 0.0061696946002615105 - Evaluating [14.79264053702377, 6.722971104895793, 144.6323249444434, 26.75984002381794, 8.69195751691279] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.484583627666847, cost: 8.572312199428556e-05, fitness inc: 8.572312199428556e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.100672334973798, cost: 0.0011295557092060315, fitness inc: 0.0011295557092060315 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.91403549204777, cost: 0.00043040062313315364, fitness inc: 0.004304006231331536 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.20755486503204, cost: 1.1172115457203091e-06, fitness inc: 1.1172115457203091e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.82364064477511, cost: 0.001856953945275186, fitness inc: 0.001856953945275186 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.834305717618679, cost: 1.0293324904098178e-05, fitness inc: 0.00010293324904098178 Fitness: 0.0074802894683937415 - Evaluating [15.522998035408355, 6.434033650371758, 145.75138328004596, 28.812783562191218, 10.290836315423107] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.81381930818872, cost: 2.4728297339460248e-05, fitness inc: 2.4728297339460248e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.23215219928595, cost: 5.0320620386457016e-05, fitness inc: 5.0320620386457016e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.861063464835965, cost: 0.0004733561521726992, fitness inc: 0.004733561521726992 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.24785559586551, cost: 0.00013098681669521106, fitness inc: 0.00013098681669521106 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.666184831021642, cost: 0.0006473832986568784, fitness inc: 0.0006473832986568784 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.728032993469127, cost: 1.350474316819117e-07, fitness inc: 1.3504743168191169e-06 Fitness: 0.005588331029121818 >>>>> Evaluating: >>>>> [15.167719095991147, 5.569280631658127, 146.61296776226396, 29.475736935098734, 11.014567561066844] >>>>> [14.70111479112628, 7.733943709803469, 147.70410661670007, 30.73360936017947, 8.03690844428323] >>>>> [16.71578935245298, 3.515771939532214, 145.87174288784595, 30.21156358548693, 11.209751042697881] >>>>> [14.371693597899963, 4.342751464724072, 145.35976448428886, 27.86165246512431, 11.881342172888928] >>>>> [14.493107058626016, 5.29674139789397, 147.00994848374248, 29.778044957601537, 9.967103467618307] >>>>> [13.252333882166052, 4.90257609792618, 145.85362228087303, 29.50520597565628, 8.881725892767108] >>>>> [14.746248988101254, 5.517021754143965, 147.5948695918493, 29.584212701169466, 11.139303186274262] >>>>> [14.957271757683692, 4.3070757342356085, 146.13501211707387, 29.836450906785576, 9.565824931992662] >>>>> [14.496445169320857, 5.218963278787349, 144.94548582297355, 28.729180385655955, 10.948519868565961] >>>>> [14.703807679426689, 7.832811049316541, 144.79574585808862, 29.055756993381816, 8.484564340548264] >> Running individual: {'amp': 15.167719095991147, 'amp_increment': 5.569280631658127, 'period': 146.61296776226396, 'period_increment': 29.475736935098734, 'offset': 11.014567561066844} >> Running individual: {'amp': 14.70111479112628, 'amp_increment': 7.733943709803469, 'period': 147.70410661670007, 'period_increment': 30.73360936017947, 'offset': 8.03690844428323} >> Running individual: {'amp': 16.71578935245298, 'amp_increment': 3.515771939532214, 'period': 145.87174288784595, 'period_increment': 30.21156358548693, 'offset': 11.209751042697881} >> Running individual: {'amp': 14.371693597899963, 'amp_increment': 4.342751464724072, 'period': 145.35976448428886, 'period_increment': 27.86165246512431, 'offset': 11.881342172888928} >> Running individual: {'amp': 14.493107058626016, 'amp_increment': 5.29674139789397, 'period': 147.00994848374248, 'period_increment': 29.778044957601537, 'offset': 9.967103467618307} >> Running individual: {'amp': 13.252333882166052, 'amp_increment': 4.90257609792618, 'period': 145.85362228087303, 'period_increment': 29.50520597565628, 'offset': 8.881725892767108} >> Running individual: {'amp': 14.746248988101254, 'amp_increment': 5.517021754143965, 'period': 147.5948695918493, 'period_increment': 29.584212701169466, 'offset': 11.139303186274262} >> Running individual: {'amp': 14.957271757683692, 'amp_increment': 4.3070757342356085, 'period': 146.13501211707387, 'period_increment': 29.836450906785576, 'offset': 9.565824931992662} >> Running individual: {'amp': 14.496445169320857, 'amp_increment': 5.218963278787349, 'period': 144.94548582297355, 'period_increment': 28.729180385655955, 'offset': 10.948519868565961} >> Running individual: {'amp': 14.703807679426689, 'amp_increment': 7.832811049316541, 'period': 144.79574585808862, 'period_increment': 29.055756993381816, 'offset': 8.484564340548264} - Evaluating [15.167719095991147, 5.569280631658127, 146.61296776226396, 29.475736935098734, 11.014567561066844] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.1822764286606, cost: 5.218535178430628e-05, fitness inc: 5.218535178430628e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.1531438439756165, cost: 0.0006688444694167295, fitness inc: 0.0006688444694167295 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.821282401090324, cost: 0.0005069561507811127, fitness inc: 0.005069561507811127 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.75156189117178, cost: 7.953670982530081e-05, fitness inc: 7.953670982530081e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.722414803887315, cost: 1.797477787879309e-05, fitness inc: 1.797477787879309e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.678591709255193, cost: 9.104226383893632e-07, fitness inc: 9.104226383893632e-06 Fitness: 0.00589720704310015 - Evaluating [14.70111479112628, 7.733943709803469, 147.70410661670007, 30.73360936017947, 8.03690844428323] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.738003032394495, cost: 0.00019097710734816697, fitness inc: 0.00019097710734816697 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.664203886211223, cost: 0.002578466749275865, fitness inc: 0.002578466749275865 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.769716800179449, cost: 0.0005522213061862624, fitness inc: 0.005522213061862624 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.471956209900814, cost: 5.775577546662802e-06, fitness inc: 5.775577546662802e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.39813859228379, cost: 0.004493326179269896, fitness inc: 0.004493326179269896 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.604124635730994, cost: 8.671724565645356e-06, fitness inc: 8.671724565645356e-05 Fitness: 0.012877475920959669 - Evaluating [16.71578935245298, 3.515771939532214, 145.87174288784595, 30.21156358548693, 11.209751042697881] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.925527629820575, cost: 0.0003194347330603975, fitness inc: 0.0003194347330603975 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.506026160552047, cost: 0.00023898379709574868, fitness inc: 0.00023898379709574868 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.85557586837186, cost: 0.0004779227070638159, fitness inc: 0.004779227070638159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.441301662888197, cost: 5.385685826020392e-05, fitness inc: 5.385685826020392e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.021798598569848, cost: 0.00022320842363920956, fitness inc: 0.00022320842363920956 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.679236710585186, cost: 8.778167345235843e-07, fitness inc: 8.778167345235843e-06 Fitness: 0.0056234890500389545 - Evaluating [14.371693597899963, 4.342751464724072, 145.35976448428886, 27.86165246512431, 11.881342172888928] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.25302511846021, cost: 5.8617237723712634e-05, fitness inc: 5.8617237723712634e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.4903420966924825, cost: 0.005844026657321866, fitness inc: 0.005844026657321866 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.879156156843675, cost: 0.0004584552175953549, fitness inc: 0.004584552175953549 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.595778562942424, cost: 9.203392418943857e-06, fitness inc: 9.203392418943857e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.833093674059848, cost: 0.002334672993114517, fitness inc: 0.002334672993114517 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.773005426624182, cost: 2.463880562020293e-06, fitness inc: 2.463880562020293e-05 Fitness: 0.012855711262152791 - Evaluating [14.493107058626016, 5.29674139789397, 147.00994848374248, 29.778044957601537, 9.967103467618307] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.460201153911488, cost: 1.0876304583073981e-05, fitness inc: 1.0876304583073981e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.525995637972514, cost: 0.0002096195681173807, fitness inc: 0.0002096195681173807 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.802721088434295, cost: 0.0005230269966280954, fitness inc: 0.005230269966280954 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.756938901610436, cost: 1.5312647427823123e-06, fitness inc: 1.5312647427823123e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.82273127452912, cost: 7.329641321107694e-06, fitness inc: 7.329641321107694e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.656748500960738, cost: 2.365644621638019e-06, fitness inc: 2.365644621638019e-05 Fitness: 0.005483283191261679 - Evaluating [13.252333882166052, 4.90257609792618, 145.85362228087303, 29.50520597565628, 8.881725892767108] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.134051373722095, cost: 0.00030654039249000675, fitness inc: 0.00030654039249000675 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.370595333000172, cost: 0.000369554946150652, fitness inc: 0.000369554946150652 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.856359273224832, cost: 0.00047726944991255404, fitness inc: 0.0047726944991255404 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.036625328977845, cost: 0.00022761455441111522, fitness inc: 0.00022761455441111522 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.273174065048384, cost: 0.00012323905984612527, fitness inc: 0.00012323905984612527 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.702554744524635, cost: 9.833784131441092e-08, fitness inc: 9.833784131441092e-07 Fitness: 0.005800626830436584 - Evaluating [14.746248988101254, 5.517021754143965, 147.5948695918493, 29.584212701169466, 11.139303186274262] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.885547052741877, cost: 2.9278946602095957e-05, fitness inc: 2.9278946602095957e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6069410612017947, cost: 0.001807875790817648, fitness inc: 0.001807875790817648 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.775067750676429, cost: 0.0005474343027394024, fitness inc: 0.005474343027394024 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.402565071535847, cost: 5.100104270572281e-05, fitness inc: 5.100104270572281e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.123957731036976, cost: 0.0001790276025647186, fitness inc: 0.0001790276025647186 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6439778756058185, cost: 3.5323102679507556e-06, fitness inc: 3.5323102679507556e-05 Fitness: 0.007576849512763717 - Evaluating [14.957271757683692, 4.3070757342356085, 146.13501211707387, 29.836450906785576, 9.565824931992662] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.52308421039365, cost: 8.489690233925984e-06, fitness inc: 8.489690233925984e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.391436575321595, cost: 0.00014302462213022782, fitness inc: 0.00014302462213022782 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.843065693429573, cost: 0.0004884149994982545, fitness inc: 0.004884149994982545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.830160979139336, cost: 3.547709733442428e-05, fitness inc: 3.547709733442428e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.69851094708483, cost: 2.12041378511163e-05, fitness inc: 2.12041378511163e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.68246391635322, cost: 7.236057275594732e-07, fitness inc: 7.236057275594732e-06 Fitness: 0.005099581599807834 - Evaluating [14.496445169320857, 5.218963278787349, 144.94548582297355, 28.729180385655955, 10.948519868565961] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.444955562117958, cost: 7.393004255673574e-06, fitness inc: 7.393004255673574e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.547913705435628, cost: 0.0019640281845032526, fitness inc: 0.0019640281845032526 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.898930665745721, cost: 0.00044244134780691, fitness inc: 0.0044244134780691 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.66392057174016, cost: 1.1428905915988885e-05, fitness inc: 1.1428905915988885e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.76687474782161, cost: 0.00035466408408901806, fitness inc: 0.00035466408408901806 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.757715338552745, cost: 1.3477968638930804e-06, fitness inc: 1.3477968638930804e-05 Fitness: 0.006775405625471964 - Evaluating [14.703807679426689, 7.832811049316541, 144.79574585808862, 29.055756993381816, 8.484564340548264] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.188368371529943, cost: 0.00012250738818664342, fitness inc: 0.00012250738818664342 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.219238813553977, cost: 0.0013856518189394595, fitness inc: 0.0013856518189394595 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.906077348065209, cost: 0.0004367237350162423, fitness inc: 0.004367237350162423 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.021172189895896, cost: 2.7036398329904898e-05, fitness inc: 2.7036398329904898e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -14.052043498908962, cost: 0.003816576757231127, fitness inc: 0.003816576757231127 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.752416014725268, cost: 1.038945786069334e-06, fitness inc: 1.038945786069334e-05 Fitness: 0.009729399170710251 >>>>> Evaluating: >>>>> [14.273864812158926, 5.723254248263918, 146.891038582862, 29.13071915203502, 9.45354505340829] >>>>> [14.99318572752836, 4.567021384155432, 146.6536895329124, 29.238345313136563, 10.103551629161661] >>>>> [14.933877285132256, 6.099718119605752, 145.87081940744864, 29.891965353678952, 8.557300625857991] >>>>> [17.55627673023402, 4.368733450724173, 144.8960926752169, 29.528194670019165, 9.516531233505896] >>>>> [15.6992100908848, 5.997686871804335, 147.80593881190524, 29.37202843617664, 9.60992516181238] >>>>> [14.45412984855058, 6.047899585837046, 145.7828861758502, 28.32388589898154, 10.116392549688651] >>>>> [15.124736065432561, 6.0823066561351995, 146.8749953730915, 31.38218947427395, 9.8651626208519] >>>>> [16.215253236021983, 4.835973584824429, 145.8385010407773, 29.924913699472814, 10.292157382741092] >>>>> [14.95562013061353, 5.624115284476005, 147.88949836687223, 30.075543995353318, 10.194775536202302] >>>>> [15.864285687508344, 3.3809127343068006, 148.29233999394353, 27.509619678732367, 11.06677913472537] >> Running individual: {'amp': 14.273864812158926, 'amp_increment': 5.723254248263918, 'period': 146.891038582862, 'period_increment': 29.13071915203502, 'offset': 9.45354505340829} >> Running individual: {'amp': 14.99318572752836, 'amp_increment': 4.567021384155432, 'period': 146.6536895329124, 'period_increment': 29.238345313136563, 'offset': 10.103551629161661} >> Running individual: {'amp': 14.933877285132256, 'amp_increment': 6.099718119605752, 'period': 145.87081940744864, 'period_increment': 29.891965353678952, 'offset': 8.557300625857991} >> Running individual: {'amp': 17.55627673023402, 'amp_increment': 4.368733450724173, 'period': 144.8960926752169, 'period_increment': 29.528194670019165, 'offset': 9.516531233505896} >> Running individual: {'amp': 15.6992100908848, 'amp_increment': 5.997686871804335, 'period': 147.80593881190524, 'period_increment': 29.37202843617664, 'offset': 9.60992516181238} >> Running individual: {'amp': 14.45412984855058, 'amp_increment': 6.047899585837046, 'period': 145.7828861758502, 'period_increment': 28.32388589898154, 'offset': 10.116392549688651} >> Running individual: {'amp': 15.124736065432561, 'amp_increment': 6.0823066561351995, 'period': 146.8749953730915, 'period_increment': 31.38218947427395, 'offset': 9.8651626208519} >> Running individual: {'amp': 16.215253236021983, 'amp_increment': 4.835973584824429, 'period': 145.8385010407773, 'period_increment': 29.924913699472814, 'offset': 10.292157382741092} >> Running individual: {'amp': 14.95562013061353, 'amp_increment': 5.624115284476005, 'period': 147.88949836687223, 'period_increment': 30.075543995353318, 'offset': 10.194775536202302} >> Running individual: {'amp': 15.864285687508344, 'amp_increment': 3.3809127343068006, 'period': 148.29233999394353, 'period_increment': 27.509619678732367, 'offset': 11.06677913472537} - Evaluating [14.273864812158926, 5.723254248263918, 146.891038582862, 29.13071915203502, 9.45354505340829] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.727405448783763, cost: 6.0453290179673935e-05, fitness inc: 6.0453290179673935e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.820301385605191, cost: 3.0122593700054878e-05, fitness inc: 3.0122593700054878e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.807351940094223, cost: 0.0005189940490869516, fitness inc: 0.005189940490869516 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.450655020252253, cost: 7.822961164971609e-06, fitness inc: 7.822961164971609e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.543564631788819, cost: 6.894511786403879e-05, fitness inc: 6.894511786403879e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.681172594022495, cost: 7.835248143628348e-07, fitness inc: 7.835248143628348e-06 Fitness: 0.005365119701921883 - Evaluating [14.99318572752836, 4.567021384155432, 146.6536895329124, 29.238345313136563, 10.103551629161661] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.096727953439874, cost: 3.4964519290969776e-07, fitness inc: 3.4964519290969776e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.889620038724888, cost: 1.1361814022725625e-05, fitness inc: 1.1361814022725625e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.818956699623876, cost: 0.0005089560800216608, fitness inc: 0.005089560800216608 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.66374002281839, cost: 2.930900294462191e-06, fitness inc: 2.930900294462191e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.456653779372553, cost: 6.887338900107842e-05, fitness inc: 6.887338900107842e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.685694791902659, cost: 5.841292610719862e-07, fitness inc: 5.8412926107198615e-06 Fitness: 0.005178917841338504 - Evaluating [14.933877285132256, 6.099718119605752, 145.87081940744864, 29.891965353678952, 8.557300625857991] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.491166154380235, cost: 8.498006689361404e-05, fitness inc: 8.498006689361404e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.376565228747926, cost: 0.001765635309433966, fitness inc: 0.001765635309433966 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.85557586837186, cost: 0.0004779227070638159, fitness inc: 0.004779227070638159 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.590883092120464, cost: 4.338701354078545e-06, fitness inc: 4.338701354078545e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.476284527543047, cost: 0.0014287985923576718, fitness inc: 0.0014287985923576718 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496643, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.008067574120235399 - Evaluating [17.55627673023402, 4.368733450724173, 144.8960926752169, 29.528194670019165, 9.516531233505896] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.07280445800536, cost: 0.00016038556308772822, fitness inc: 0.00016038556308772822 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.039721303019267, cost: 0.008550600806384812, fitness inc: 0.008550600806384812 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.901311249136247, cost: 0.0004405326674338239, fitness inc: 0.004405326674338239 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.44153139438441, cost: 5.3874026990086143e-05, fitness inc: 5.3874026990086143e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.408468828056835, cost: 0.0013517171563073305, fitness inc: 0.0013517171563073305 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.733287467032681, cost: 2.580121132300661e-07, fitness inc: 2.580121132300661e-06 Fitness: 0.014524484348240496 - Evaluating [15.6992100908848, 5.997686871804335, 147.80593881190524, 29.37202843617664, 9.60992516181238] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.309119883478214, cost: 3.56848480087546e-06, fitness inc: 3.56848480087546e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.0892701018351545, cost: 0.0011063007892746501, fitness inc: 0.0011063007892746501 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.765899864680926, cost: 0.0005556486802907878, fitness inc: 0.0055564868029078784 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.30681225916163, cost: 4.427553317176702e-05, fitness inc: 4.427553317176702e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.086961878337695, cost: 0.0010152684255556599, fitness inc: 0.0010152684255556599 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.6439778756058185, cost: 3.5323102679507556e-06, fitness inc: 3.5323102679507556e-05 Fitness: 0.0077612231383903385 - Evaluating [14.45412984855058, 6.047899585837046, 145.7828861758502, 28.32388589898154, 10.116392549688651] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.570508916788047, cost: 6.885062930783725e-06, fitness inc: 6.885062930783725e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.337725406811794, cost: 0.00040914884880594027, fitness inc: 0.00040914884880594027 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.859494683890534, cost: 0.00047465939348367847, fitness inc: 0.004746593934836785 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.6184011718055, cost: 9.915549220140818e-06, fitness inc: 9.915549220140818e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.385635117295639, cost: 3.470485604883944e-05, fitness inc: 3.470485604883944e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.743165632895936, cost: 5.959976588920668e-07, fitness inc: 5.959976588920668e-06 Fitness: 0.00521320822843141 - Evaluating [15.124736065432561, 6.0823066561351995, 146.8749953730915, 31.38218947427395, 9.8651626208519] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.98988949450108, cost: 3.780634694194873e-09, fitness inc: 3.780634694194873e-09 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.259559207322254, cost: 6.289977399787094e-05, fitness inc: 6.289977399787094e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.80812436173726, cost: 0.0005183228738164791, fitness inc: 0.005183228738164791 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.072192161622123, cost: 2.9805308918051665e-05, fitness inc: 2.9805308918051665e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.341868697429643, cost: 0.0004199891312361981, fitness inc: 0.0004199891312361981 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.609783462357448, cost: 7.80370407194031e-06, fitness inc: 7.80370407194031e-05 Fitness: 0.005773963773671009 - Evaluating [16.215253236021983, 4.835973584824429, 145.8385010407773, 29.924913699472814, 10.292157382741092] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.507397378155726, cost: 8.4829006376963e-05, fitness inc: 8.4829006376963e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.9230842487470845, cost: 0.000794743479283766, fitness inc: 0.000794743479283766 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.857142857141773, cost: 0.00047661648972197046, fitness inc: 0.004766164897219705 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.343371876059624, cost: 4.6787326532959916e-05, fitness inc: 4.6787326532959916e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.759059014851578, cost: 0.00013443401157231527, fitness inc: 0.00013443401157231527 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496643, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.005831553100543618 - Evaluating [14.95562013061353, 5.624115284476005, 147.88949836687223, 30.075543995353318, 10.194775536202302] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.150380903222935, cost: 8.448060415666703e-07, fitness inc: 8.448060415666703e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.760839127508692, cost: 5.3361744389635035e-05, fitness inc: 5.3361744389635035e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.762087230924202, cost: 0.000559082759226559, fitness inc: 0.00559082759226559 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.774499713119212, cost: 1.5552747400726652e-05, fitness inc: 1.5552747400726652e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.384948773902494, cost: 3.4581446944459415e-05, fitness inc: 3.4581446944459415e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.619240278713411, cost: 6.4552432135212e-06, fitness inc: 6.4552432135212e-05 Fitness: 0.00575972076917719 - Evaluating [15.864285687508344, 3.3809127343068006, 148.29233999394353, 27.509619678732367, 11.06677913472537] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.931044600307352, cost: 0.0001392014865231328, fitness inc: 0.0001392014865231328 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.797504115613097, cost: 3.8252300968655284e-05, fitness inc: 3.8252300968655284e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.743846240304646, cost: 0.0005756587452281359, fitness inc: 0.005756587452281359 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.311952957167033, cost: 2.5234927099049287e-06, fitness inc: 2.5234927099049287e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.178394730985879, cost: 0.0007736359617916966, fitness inc: 0.0007736359617916966 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688282138793172, cost: 4.831909682367908e-07, fitness inc: 4.8319096823679075e-06 Fitness: 0.006715032603957116 >>>>> Evaluating: >>>>> [16.11358788697016, 4.122699720746497, 145.79927984070028, 28.209780545506078, 10.453604554644029] >>>>> [13.503950474688056, 4.514166249085459, 146.3834248431831, 30.13589797358022, 6.9563783649248965] >>>>> [14.75534420250617, 5.569957949872025, 147.22761667934245, 31.28808896188744, 11.135208651470421] >>>>> [16.024189779836426, 4.742557133565086, 145.95170518567528, 30.72513978479712, 10.509850632203868] >>>>> [15.181072270047649, 6.3342705857160855, 147.07365137190445, 31.089792445215693, 11.763698411140746] >>>>> [15.00981077588932, 4.694934021865725, 148.56703902775055, 30.075509937425412, 10.384686834589896] >>>>> [15.243359381804131, 5.627051116647206, 146.34420652602162, 29.97768635898308, 10.996122082788439] >>>>> [14.593450721366407, 4.898402717784654, 147.3626408553041, 29.24754061782731, 10.091833704199082] >>>>> [14.427731079647494, 3.696386592756686, 146.07999386310698, 28.425902492570735, 11.996602236678564] >>>>> [16.177942763852876, 2.485931378079896, 145.55384098879634, 30.35998618568829, 7.939171247481406] >> Running individual: {'amp': 16.11358788697016, 'amp_increment': 4.122699720746497, 'period': 145.79927984070028, 'period_increment': 28.209780545506078, 'offset': 10.453604554644029} >> Running individual: {'amp': 13.503950474688056, 'amp_increment': 4.514166249085459, 'period': 146.3834248431831, 'period_increment': 30.13589797358022, 'offset': 6.9563783649248965} >> Running individual: {'amp': 14.75534420250617, 'amp_increment': 5.569957949872025, 'period': 147.22761667934245, 'period_increment': 31.28808896188744, 'offset': 11.135208651470421} >> Running individual: {'amp': 16.024189779836426, 'amp_increment': 4.742557133565086, 'period': 145.95170518567528, 'period_increment': 30.72513978479712, 'offset': 10.509850632203868} >> Running individual: {'amp': 15.181072270047649, 'amp_increment': 6.3342705857160855, 'period': 147.07365137190445, 'period_increment': 31.089792445215693, 'offset': 11.763698411140746} >> Running individual: {'amp': 15.00981077588932, 'amp_increment': 4.694934021865725, 'period': 148.56703902775055, 'period_increment': 30.075509937425412, 'offset': 10.384686834589896} >> Running individual: {'amp': 15.243359381804131, 'amp_increment': 5.627051116647206, 'period': 146.34420652602162, 'period_increment': 29.97768635898308, 'offset': 10.996122082788439} >> Running individual: {'amp': 14.593450721366407, 'amp_increment': 4.898402717784654, 'period': 147.3626408553041, 'period_increment': 29.24754061782731, 'offset': 10.091833704199082} >> Running individual: {'amp': 14.427731079647494, 'amp_increment': 3.696386592756686, 'period': 146.07999386310698, 'period_increment': 28.425902492570735, 'offset': 11.996602236678564} >> Running individual: {'amp': 16.177942763852876, 'amp_increment': 2.485931378079896, 'period': 145.55384098879634, 'period_increment': 30.35998618568829, 'offset': 7.939171247481406} - Evaluating [16.11358788697016, 4.122699720746497, 145.79927984070028, 28.209780545506078, 10.453604554644029] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.56715842381708, cost: 9.168760994893166e-05, fitness inc: 9.168760994893166e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.6599493229357885, cost: 0.0004063984081088545, fitness inc: 0.0004063984081088545 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.858710562413181, cost: 0.0004753114612507936, fitness inc: 0.004753114612507936 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.689880813900164, cost: 1.2340096568697057e-05, fitness inc: 1.2340096568697057e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.782672697320079, cost: 1.101728458274831e-05, fitness inc: 1.101728458274831e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.747126436780692, cost: 7.706868592194382e-07, fitness inc: 7.706868592194382e-06 Fitness: 0.005282264880309362 - Evaluating [13.503950474688056, 4.514166249085459, 146.3834248431831, 30.13589797358022, 6.9563783649248965] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 20.46031991812723, cost: 0.0007687866594381365, fitness inc: 0.0007687866594381365 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.547561784758884, cost: 0.002230477378118767, fitness inc: 0.002230477378118767 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.831378799953375, cost: 0.0004983195799199702, fitness inc: 0.004983195799199702 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 24.97448519886588, cost: 0.0006543445363167422, fitness inc: 0.0006543445363167422 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.061728460931539, cost: 0.00026297753051596207, fitness inc: 0.00026297753051596207 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.665080444141397, cost: 1.7301165967653631e-06, fitness inc: 1.730116596765363e-05 Fitness: 0.008917083069556964 - Evaluating [14.75534420250617, 5.569957949872025, 147.22761667934245, 31.28808896188744, 11.135208651470421] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.89054161674718, cost: 2.961012212621128e-05, fitness inc: 2.961012212621128e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.6201220560177045, cost: 0.0017738849892096065, fitness inc: 0.0017738849892096065 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.791940230924888, cost: 0.0005324762746724554, fitness inc: 0.005324762746724554 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.460500103841326, cost: 5.5301070929658636e-05, fitness inc: 5.5301070929658636e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.190083124148192, cost: 0.00015302396680838548, fitness inc: 0.00015302396680838548 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.601613264619306, cost: 9.071610941324693e-06, fitness inc: 9.071610941324693e-05 Fitness: 0.007427299005211663 - Evaluating [16.024189779836426, 4.742557133565086, 145.95170518567528, 30.72513978479712, 10.509850632203868] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.534028039113757, cost: 8.785240953101958e-05, fitness inc: 8.785240953101958e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.514328389386936, cost: 0.0002468873087965173, fitness inc: 0.0002468873087965173 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.851661527919436, cost: 0.00048119343826646954, fitness inc: 0.004811934382664695 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.276583735250494, cost: 4.2251039666263424e-05, fitness inc: 4.2251039666263424e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.256887148257201, cost: 1.540162734636752e-05, fitness inc: 1.540162734636752e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.659950192437397, cost: 2.1096948920051872e-06, fitness inc: 2.1096948920051872e-05 Fitness: 0.005225423716924915 - Evaluating [15.181072270047649, 6.3342705857160855, 147.07365137190445, 31.089792445215693, 11.763698411140746] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.9447589135063, cost: 0.0001411854015505032, fitness inc: 0.0001411854015505032 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -3.41736436000185, cost: 0.0023322056442274253, fitness inc: 0.0023322056442274253 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.799637352673443, cost: 0.0005257212255650456, fitness inc: 0.005257212255650456 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.27902903061036, cost: 0.00027868476070225245, fitness inc: 0.00027868476070225245 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.751634066694633, cost: 1.438946591703072e-05, fitness inc: 1.438946591703072e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.61230216634773, cost: 7.432071657764716e-06, fitness inc: 7.432071657764716e-05 Fitness: 0.008097998244625315 - Evaluating [15.00981077588932, 4.694934021865725, 148.56703902775055, 30.075509937425412, 10.384686834589896] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.394484554580742, cost: 5.8111247830394674e-06, fitness inc: 5.8111247830394674e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6251135337274505, cost: 0.00013112267833170765, fitness inc: 0.00013112267833170765 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.730984967465831, cost: 0.0005874913679622118, fitness inc: 0.005874913679622118 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.089420566213025, cost: 2.0745453532811098e-07, fitness inc: 2.0745453532811098e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.320047240390279, cost: 0.0001078571779058457, fitness inc: 0.0001078571779058457 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.597850425435728, cost: 9.687638515054608e-06, fitness inc: 9.687638515054608e-05 Fitness: 0.006216788500328585 - Evaluating [15.243359381804131, 5.627051116647206, 146.34420652602162, 29.97768635898308, 10.996122082788439] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.23946959960055, cost: 5.73559477401453e-05, fitness inc: 5.73559477401453e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.247224029072261, cost: 0.000528557484944514, fitness inc: 0.000528557484944514 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.832934745472098, cost: 0.0004969951956701468, fitness inc: 0.004969951956701468 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.866523244206224, cost: 9.031872214138037e-05, fitness inc: 9.031872214138037e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.874277360861374, cost: 3.686228752797227e-06, fitness inc: 3.686228752797227e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.671506352086204, cost: 1.3077385476734094e-06, fitness inc: 1.3077385476734094e-05 Fitness: 0.005662947725757039 - Evaluating [14.593450721366407, 4.898402717784654, 147.3626408553041, 29.24754061782731, 10.091833704199082] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.685272829884457, cost: 3.6968729745234796e-06, fitness inc: 3.6968729745234796e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.501605867222248, cost: 0.00023174353405175374, fitness inc: 0.00023174353405175374 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.785795068987836, cost: 0.0005379002193438565, fitness inc: 0.0053790021934385646 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.58367744295252, cost: 4.492891209850747e-06, fitness inc: 4.492891209850747e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.400011206706285, cost: 8.398132681342041e-05, fitness inc: 8.398132681342041e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.66251415628448, cost: 1.915289908116513e-06, fitness inc: 1.915289908116513e-05 Fitness: 0.005722069717569278 - Evaluating [14.427731079647494, 3.696386592756686, 146.07999386310698, 28.425902492570735, 11.996602236678564] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.42432492995636, cost: 7.573777827507566e-05, fitness inc: 7.573777827507566e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.431115116737184, cost: 0.006121411974136515, fitness inc: 0.006121411974136515 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84540787221797, cost: 0.00048644195705704885, fitness inc: 0.0048644195705704885 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.12070111728346, cost: 3.77910978066609e-07, fitness inc: 3.77910978066609e-07 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.127513712159408, cost: 0.003486865220142521, fitness inc: 0.003486865220142521 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.730002292000001, cost: 1.76509780458467e-07, fitness inc: 1.76509780458467e-06 Fitness: 0.014550577551907251 - Evaluating [16.177942763852876, 2.485931378079896, 145.55384098879634, 30.35998618568829, 7.939171247481406] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.117100283915388, cost: 2.909791852612198e-05, fitness inc: 2.909791852612198e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -8.238759999610798, cost: 0.009695804809119468, fitness inc: 0.009695804809119468 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.870491240122583, cost: 0.0004655618509088466, fitness inc: 0.004655618509088466 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.603036731064588, cost: 0.0002990740725873353, fitness inc: 0.0002990740725873353 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.72468941471686, cost: 0.0001225374462576756, fitness inc: 0.0001225374462576756 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.685048322909832, cost: 6.10843363557656e-07, fitness inc: 6.10843363557656e-06 Fitness: 0.014808241189214644 >>>>> Evaluating: >>>>> [15.782120498431116, 4.441369039057654, 146.08018978440347, 30.228135640846645, 9.368083248590969] >>>>> [15.089546531696582, 3.581111094247018, 145.33297359547217, 28.442955986547037, 7.865254908207385] >>>>> [15.890147132872116, 4.056565054547362, 146.09352728350174, 28.39399963794255, 11.820041443588194] >>>>> [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] >>>>> [16.587411357839642, 5.855681070670718, 147.4056655858854, 32.09655734187651, 9.760056724656007] >>>>> [15.512134642000941, 4.659895933785574, 145.62242610642727, 28.41142445892128, 10.782728487449981] >>>>> [16.261066124130224, 4.671226713017169, 146.36574191264674, 28.458052789493262, 9.012270671418296] >>>>> [16.243539085038634, 4.452059362734089, 147.0477480621809, 29.700885126031274, 8.495258502193273] >>>>> [16.29602817649291, 5.083911930040547, 146.04137650659538, 28.762031691337537, 9.442110474316781] >>>>> [14.535146810191858, 2.6734626535613923, 146.12494925678678, 30.996786061273333, 9.03930577937778] >> Running individual: {'amp': 15.782120498431116, 'amp_increment': 4.441369039057654, 'period': 146.08018978440347, 'period_increment': 30.228135640846645, 'offset': 9.368083248590969} >> Running individual: {'amp': 15.089546531696582, 'amp_increment': 3.581111094247018, 'period': 145.33297359547217, 'period_increment': 28.442955986547037, 'offset': 7.865254908207385} >> Running individual: {'amp': 15.890147132872116, 'amp_increment': 4.056565054547362, 'period': 146.09352728350174, 'period_increment': 28.39399963794255, 'offset': 11.820041443588194} >> Running individual: {'amp': 14.810183402774424, 'amp_increment': 6.032083228341492, 'period': 144.39304515566582, 'period_increment': 29.152816000158843, 'offset': 10.467979262508699} >> Running individual: {'amp': 16.587411357839642, 'amp_increment': 5.855681070670718, 'period': 147.4056655858854, 'period_increment': 32.09655734187651, 'offset': 9.760056724656007} >> Running individual: {'amp': 15.512134642000941, 'amp_increment': 4.659895933785574, 'period': 145.62242610642727, 'period_increment': 28.41142445892128, 'offset': 10.782728487449981} >> Running individual: {'amp': 16.261066124130224, 'amp_increment': 4.671226713017169, 'period': 146.36574191264674, 'period_increment': 28.458052789493262, 'offset': 9.012270671418296} >> Running individual: {'amp': 16.243539085038634, 'amp_increment': 4.452059362734089, 'period': 147.0477480621809, 'period_increment': 29.700885126031274, 'offset': 8.495258502193273} >> Running individual: {'amp': 16.29602817649291, 'amp_increment': 5.083911930040547, 'period': 146.04137650659538, 'period_increment': 28.762031691337537, 'offset': 9.442110474316781} >> Running individual: {'amp': 14.535146810191858, 'amp_increment': 2.6734626535613923, 'period': 146.12494925678678, 'period_increment': 30.996786061273333, 'offset': 9.03930577937778} - Evaluating [15.782120498431116, 4.441369039057654, 146.08018978440347, 30.228135640846645, 9.368083248590969] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.150194479959882, cost: 8.427134324806573e-07, fitness inc: 8.427134324806573e-07 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.414023829768876, cost: 0.0018628495592442063, fitness inc: 0.0018628495592442063 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84540787221797, cost: 0.00048644195705704885, fitness inc: 0.0048644195705704885 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.591570132961134, cost: 4.324140315037361e-06, fitness inc: 4.324140315037361e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.855385716892023, cost: 0.00017071125366885376, fitness inc: 0.00017071125366885376 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.672149744752351, cost: 1.268698172518512e-06, fitness inc: 1.268698172518512e-05 Fitness: 0.006915834218956252 - Evaluating [15.089546531696582, 3.581111094247018, 145.33297359547217, 28.442955986547037, 7.865254908207385] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 22.95479042668168, cost: 0.00015612991251512387, fitness inc: 0.00015612991251512387 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.2242810403078925, cost: 0.004596655131382965, fitness inc: 0.004596655131382965 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8807339449530405, cost: 0.00045716705048659545, fitness inc: 0.0045716705048659545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.535900372951854, cost: 0.0003110088771669517, fitness inc: 0.0003110088771669517 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.805392373134683, cost: 0.00015134345093514856, fitness inc: 0.00015134345093514856 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.754402117619063, cost: 1.1499960839156387e-06, fitness inc: 1.1499960839156387e-05 Fitness: 0.0097983078377053 - Evaluating [15.890147132872116, 4.056565054547362, 146.09352728350174, 28.39399963794255, 11.820041443588194] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.710185882779502, cost: 0.00027415279304965345, fitness inc: 0.00027415279304965345 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.070081547535129, cost: 0.0008063807258249511, fitness inc: 0.0008063807258249511 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.84462696782917, cost: 0.00048709934482116246, fitness inc: 0.004870993448211625 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.766746644050244, cost: 8.092159933770215e-05, fitness inc: 8.092159933770215e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.126655032837231, cost: 0.0008181721356890215, fitness inc: 0.0008181721356890215 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.73065902578705, cost: 1.9156927166807947e-07, fitness inc: 1.9156927166807947e-06 Fitness: 0.006852536394829634 - Evaluating [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.278152788664013, cost: 2.8894282758651357e-06, fitness inc: 2.8894282758651357e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.342191889867301, cost: 0.00040365055935032146, fitness inc: 0.00040365055935032146 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.925207756231596, cost: 0.000421601448651554, fitness inc: 0.00421601448651554 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.31023807005378, cost: 4.450795815402753e-05, fitness inc: 4.450795815402753e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -10.374271222122683, cost: 3.2689858898926616e-05, fitness inc: 3.2689858898926616e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.76236026276271, cost: 1.6515152693186153e-06, fitness inc: 1.6515152693186153e-05 Fitness: 0.004716267443887867 - Evaluating [16.587411357839642, 5.855681070670718, 147.4056655858854, 32.09655734187651, 9.760056724656007] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.3474511131059, cost: 6.778374308891166e-05, fitness inc: 6.778374308891166e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.827338187793958, cost: 0.003107090420140346, fitness inc: 0.003107090420140346 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.784260515602721, cost: 0.0005392589540750281, fitness inc: 0.005392589540750281 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.203143518539186, cost: 0.00012582844879993615, fitness inc: 0.00012582844879993615 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.683022258591444, cost: 0.001676909730860432, fitness inc: 0.001676909730860432 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.571030640667713, cost: 1.4664475633585639e-05, fitness inc: 0.00014664475633585639 Fitness: 0.010516846639975763 - Evaluating [15.512134642000941, 4.659895933785574, 145.62242610642727, 28.41142445892128, 10.782728487449981] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.29485084267961, cost: 6.259541077491271e-05, fitness inc: 6.259541077491271e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.729395503864807, cost: 6.831770626014588e-05, fitness inc: 6.831770626014588e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.867345770858478, cost: 0.00046815514771425537, fitness inc: 0.004681551477142554 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.95474821468835, cost: 2.363371386571167e-05, fitness inc: 2.363371386571167e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.389289948912886, cost: 8.700938395478364e-05, fitness inc: 8.700938395478364e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.745805561938868, cost: 7.099386065689828e-07, fitness inc: 7.099386065689828e-06 Fitness: 0.004930207078063797 - Evaluating [16.261066124130224, 4.671226713017169, 146.36574191264674, 28.458052789493262, 9.012270671418296] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.273325568836174, cost: 2.790026050636385e-06, fitness inc: 2.790026050636385e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.248784199385299, cost: 0.004698007869628151, fitness inc: 0.004698007869628151 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.83215668412554, cost: 0.0004976572432461301, fitness inc: 0.004976572432461301 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.944554011552416, cost: 7.96105147360393e-08, fitness inc: 7.96105147360393e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.920012613789064, cost: 0.00085946640454726, fitness inc: 0.00085946640454726 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7201693170108685, cost: 2.4736574122385946e-08, fitness inc: 2.4736574122385946e-07 Fitness: 0.010537163708943309 - Evaluating [16.243539085038634, 4.452059362734089, 147.0477480621809, 29.700885126031274, 8.495258502193273] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.738780762313144, cost: 2.5465375469435614e-06, fitness inc: 2.5465375469435614e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.748271532531684, cost: 0.007000487632110475, fitness inc: 0.007000487632110475 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.801178871003227, cost: 0.0005243735526732074, fitness inc: 0.005243735526732074 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.190848153475542, cost: 1.6972792488911814e-05, fitness inc: 1.6972792488911814e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.200326140982593, cost: 0.0011284337682151424, fitness inc: 0.0011284337682151424 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.658028742785104, cost: 2.261541691472857e-06, fitness inc: 2.261541691472857e-05 Fitness: 0.013414791674008275 - Evaluating [16.29602817649291, 5.083911930040547, 146.04137650659538, 28.762031691337537, 9.442110474316781] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 25.738125146688965, cost: 2.0342546966034547e-05, fitness inc: 2.0342546966034547e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.8539041929732845, cost: 0.003197796071636061, fitness inc: 0.003197796071636061 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.846970215678478, cost: 0.00048512806194611624, fitness inc: 0.004851280619461162 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.82204889967578, cost: 1.7520921970715087e-05, fitness inc: 1.7520921970715087e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -11.9378280981032, cost: 0.0008754758011134678, fitness inc: 0.0008754758011134678 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.720823798626086, cost: 3.054596908746987e-08, fitness inc: 3.054596908746987e-07 Fitness: 0.008962721420838315 - Evaluating [14.535146810191858, 2.6734626535613923, 146.12494925678678, 30.996786061273333, 9.03930577937778] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.57444001182457, cost: 7.585908443508149e-05, fitness inc: 7.585908443508149e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.495832832079823, cost: 0.0002294557206671266, fitness inc: 0.0002294557206671266 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8430656934295735, cost: 0.0004884149994982545, fitness inc: 0.004884149994982545 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 26.247907618847645, cost: 0.0003648516476993935, fitness inc: 0.0003648516476993935 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.169294710515256, cost: 0.0007813789106573266, fitness inc: 0.0007813789106573266 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.645889792230347, cost: 3.3428111978484054e-06, fitness inc: 3.3428111978484054e-05 Fitness: 0.006369123470419957 >>>>> Evaluating: >>>>> [15.365380278507452, 5.241714251994551, 146.8703106156904, 30.21619307300582, 10.703178629219263] >>>>> [15.77212324018937, 4.05248476683722, 146.3750543935218, 29.00201864101637, 10.58065167568405] >>>>> [16.050639761498974, 5.384779424622671, 145.4072215375213, 30.36126845220792, 8.357688714273236] >>>>> [15.473844760423736, 3.52135140759663, 145.4194381931268, 29.450326622364408, 9.324320475103283] >>>>> [14.606311174728354, 6.046461977819234, 143.84587328062437, 31.166248338285236, 11.8413132053916] >>>>> [12.6179102281207, 4.1322989195723085, 147.2415773820136, 27.33522930902045, 10.54607963256669] >>>>> [15.864261804654284, 2.5137980716362938, 145.14152896657325, 28.983726845979987, 11.67865826838554] >>>>> [14.948049112858012, 3.602297133585434, 144.64700740189636, 28.781709350257948, 9.755180628219] >>>>> [16.206527844664492, 4.563765959466586, 145.5791067608838, 28.80083333496272, 10.999174344590774] >>>>> [17.522100014865032, 5.532172776050352, 144.73329649529825, 30.303987064377772, 10.234197384268336] >> Running individual: {'amp': 15.365380278507452, 'amp_increment': 5.241714251994551, 'period': 146.8703106156904, 'period_increment': 30.21619307300582, 'offset': 10.703178629219263} >> Running individual: {'amp': 15.77212324018937, 'amp_increment': 4.05248476683722, 'period': 146.3750543935218, 'period_increment': 29.00201864101637, 'offset': 10.58065167568405} >> Running individual: {'amp': 16.050639761498974, 'amp_increment': 5.384779424622671, 'period': 145.4072215375213, 'period_increment': 30.36126845220792, 'offset': 8.357688714273236} >> Running individual: {'amp': 15.473844760423736, 'amp_increment': 3.52135140759663, 'period': 145.4194381931268, 'period_increment': 29.450326622364408, 'offset': 9.324320475103283} >> Running individual: {'amp': 14.606311174728354, 'amp_increment': 6.046461977819234, 'period': 143.84587328062437, 'period_increment': 31.166248338285236, 'offset': 11.8413132053916} >> Running individual: {'amp': 12.6179102281207, 'amp_increment': 4.1322989195723085, 'period': 147.2415773820136, 'period_increment': 27.33522930902045, 'offset': 10.54607963256669} >> Running individual: {'amp': 15.864261804654284, 'amp_increment': 2.5137980716362938, 'period': 145.14152896657325, 'period_increment': 28.983726845979987, 'offset': 11.67865826838554} >> Running individual: {'amp': 14.948049112858012, 'amp_increment': 3.602297133585434, 'period': 144.64700740189636, 'period_increment': 28.781709350257948, 'offset': 9.755180628219} >> Running individual: {'amp': 16.206527844664492, 'amp_increment': 4.563765959466586, 'period': 145.5791067608838, 'period_increment': 28.80083333496272, 'offset': 10.999174344590774} >> Running individual: {'amp': 17.522100014865032, 'amp_increment': 5.532172776050352, 'period': 144.73329649529825, 'period_increment': 30.303987064377772, 'offset': 10.234197384268336} - Evaluating [15.365380278507452, 5.241714251994551, 146.8703106156904, 30.21619307300582, 10.703178629219263] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.068547808428978, cost: 4.26291157076264e-05, fitness inc: 4.26291157076264e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.6621892236901425, cost: 0.00010646918902446068, fitness inc: 0.00010646918902446068 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8088969586916095, cost: 0.0005176519799567902, fitness inc: 0.005176519799567902 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.310260516761982, cost: 4.450948306267133e-05, fitness inc: 4.450948306267133e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.90390927215471, cost: 2.1530308659256647e-06, fitness inc: 2.1530308659256647e-06 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.647165123107291, cost: 3.2193117186496423e-06, fitness inc: 3.219311718649642e-05 Fitness: 0.005404473735415083 - Evaluating [15.77212324018937, 4.05248476683722, 146.3750543935218, 29.00201864101637, 10.58065167568405] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.352761977003432, cost: 6.831906836801682e-05, fitness inc: 6.831906836801682e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.1914582154239985, cost: 3.422890840831805e-05, fitness inc: 3.422890840831805e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.83215668412554, cost: 0.0004976572432461301, fitness inc: 0.004976572432461301 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.405246647664445, cost: 4.258349405428241e-06, fitness inc: 4.258349405428241e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.243945320263448, cost: 0.00013334939652509537, fitness inc: 0.00013334939652509537 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.701904436080738, cost: 1.0954279039410153e-07, fitness inc: 1.0954279039410153e-06 Fitness: 0.005217823583072101 - Evaluating [16.050639761498974, 5.384779424622671, 145.4072215375213, 30.36126845220792, 8.357688714273236] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.40831480301817, cost: 1.3067863792515233e-05, fitness inc: 1.3067863792515233e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.692938221058038, cost: 0.006723312683257765, fitness inc: 0.006723312683257765 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.877579092158474, cost: 0.00045974460262354633, fitness inc: 0.004597446026235463 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 29.793096292650954, cost: 1.109522133946328e-06, fitness inc: 1.109522133946328e-06 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -13.077722038593786, cost: 0.002205406320379466, fitness inc: 0.002205406320379466 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.688929343496643, cost: 4.5943795579095337e-07, fitness inc: 4.594379557909534e-06 Fitness: 0.013544936795357065 - Evaluating [15.473844760423736, 3.52135140759663, 145.4194381931268, 29.450326622364408, 9.324320475103283] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.798150612836004, cost: 1.5203680767683636e-06, fitness inc: 1.5203680767683636e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -6.149511527351154, cost: 0.0012318905697373816, fitness inc: 0.0012318905697373816 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.876790830944472, cost: 0.0004603897512025501, fitness inc: 0.004603897512025501 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.319508091815553, cost: 7.320817959488579e-05, fitness inc: 7.320817959488579e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.670862731605972, cost: 2.5271887429845208e-05, fitness inc: 2.5271887429845208e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.718206770355901, cost: 1.0986490495135115e-08, fitness inc: 1.0986490495135115e-07 Fitness: 0.005935898381769333 - Evaluating [14.606311174728354, 6.046461977819234, 143.84587328062437, 31.166248338285236, 11.8413132053916] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 26.44761008528537, cost: 7.823409460538944e-05, fitness inc: 7.823409460538944e-05 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.764987891964236, cost: 0.004640516427555141, fitness inc: 0.004640516427555141 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.9524913093847704, cost: 0.00040049464862146333, fitness inc: 0.004004946486214633 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 32.49407695726249, cost: 0.00016124865365796381, fitness inc: 0.00016124865365796381 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.811452339166049, cost: 0.00032949294140383056, fitness inc: 0.00032949294140383056 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.7142857142848, cost: 0.0, fitness inc: 0.0 Fitness: 0.009214438603436959 - Evaluating [12.6179102281207, 4.1322989195723085, 147.2415773820136, 27.33522930902045, 10.54607963256669] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 23.16397972063794, cost: 0.00012582771199898257, fitness inc: 0.00012582771199898257 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -2.0718202634115923, cost: 0.007938981692675484, fitness inc: 0.007938981692675484 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.791171477078717, cost: 0.0005331533032327807, fitness inc: 0.0053315330323278065 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 27.296277569257583, cost: 0.00018948147867481335, fitness inc: 0.00018948147867481335 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.204120195428921, cost: 0.0033507302568759334, fitness inc: 0.0033507302568759334 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.728032993469126, cost: 1.350474316819117e-07, fitness inc: 1.3504743168191169e-06 Fitness: 0.01693790464686984 - Evaluating [15.864261804654284, 2.5137980716362938, 145.14152896657325, 28.983726845979987, 11.67865826838554] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.542908120541068, cost: 0.00024136322354273432, fitness inc: 0.00024136322354273432 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -4.185591491990352, cost: 0.0006186006119027754, fitness inc: 0.0006186006119027754 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.890215893430239, cost: 0.0004494637418309688, fitness inc: 0.004494637418309688 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 30.056705997898234, cost: 8.346159219296823e-08, fitness inc: 8.346159219296823e-08 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -6.699393653123335, cost: 0.0025354557283308043, fitness inc: 0.0025354557283308043 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.742506029630415, cost: 5.690839802729997e-07, fitness inc: 5.690839802729997e-06 Fitness: 0.007895831283480925 - Evaluating [14.948049112858012, 3.602297133585434, 144.64700740189636, 28.781709350257948, 9.755180628219] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 24.703213804182333, cost: 3.287348309788385e-06, fitness inc: 3.287348309788385e-06 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.192859271092439, cost: 3.473156068023453e-05, fitness inc: 3.473156068023453e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.91403549204777, cost: 0.00043040062313315364, fitness inc: 0.004304006231331536 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 28.305516921226154, cost: 7.443219646452448e-05, fitness inc: 7.443219646452448e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -8.795156792787393, cost: 0.00033858705245215504, fitness inc: 0.00033858705245215504 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.766347595432134, cost: 1.9368311189316145e-06, fitness inc: 1.9368311189316145e-05 Fitness: 0.004774412700427555 - Evaluating [16.206527844664492, 4.563765959466586, 145.5791067608838, 28.80083333496272, 10.999174344590774] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.20569118269052, cost: 0.00018160491840679693, fitness inc: 0.00018160491840679693 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -5.2073427649375175, cost: 4.0142441007251506e-05, fitness inc: 4.0142441007251506e-05 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.8689181453910155, cost: 0.0004668578971325221, fitness inc: 0.004668578971325221 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 31.76945882734073, cost: 8.117021544051806e-05, fitness inc: 8.117021544051806e-05 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -9.771108390306887, cost: 1.2221140028856325e-05, fitness inc: 1.2221140028856325e-05 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.734602592039455, cost: 2.949624211545654e-07, fitness inc: 2.949624211545654e-06 Fitness: 0.00498666731042019 - Evaluating [17.522100014865032, 5.532172776050352, 144.73329649529825, 30.303987064377772, 10.234197384268336] from 0 -> 1000 (data 0 -> 999.9000000001588) Target wave_0:average_maximum (weight 1): target val: 24.99995262592391, actual: 27.756282381912648, cost: 0.000283555187627349, fitness inc: 0.000283555187627349 Target wave_0:average_minimum (weight 1): target val: -4.999952625923928, actual: -7.287882422331542, cost: 0.0048619860833605255, fitness inc: 0.0048619860833605255 Target wave_0:mean_spike_frequency (weight 10): target val: 8.000914390214769, actual: 6.909258406263305, cost: 0.0004341907131795164, fitness inc: 0.004341907131795164 Target wave_1:average_maximum (weight 1): target val: 29.99996777272905, actual: 33.288455794039905, cost: 0.0002802889601567493, fitness inc: 0.0002802889601567493 Target wave_1:average_minimum (weight 1): target val: -9.999967772729041, actual: -12.820064089928248, cost: 0.001852261477155115, fitness inc: 0.001852261477155115 Target wave_1:mean_spike_frequency (weight 10): target val: 5.7142857142848, actual: 5.71363272768735, cost: 3.0469227141338706e-10, fitness inc: 3.0469227141338706e-09 Fitness: 0.011620001887017617 [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] : 0.004716267443887867 Fittest individual: [14.810183402774424, 6.032083228341492, 144.39304515566582, 29.152816000158843, 10.467979262508699] : 0.004716267443887867 OrderedDict([('amp', 15), ('amp_increment', 5), ('period', 125), ('period_increment', 50), ('offset', 10)]) {'amp': 14.810183402774424, 'amp_increment': 6.032083228341492, 'period': 144.39304515566582, 'period_increment': 29.152816000158843, 'offset': 10.467979262508699} >> Running individual: {'amp': 14.810183402774424, 'amp_increment': 6.032083228341492, 'period': 144.39304515566582, 'period_increment': 29.152816000158843, 'offset': 10.467979262508699} Surrogate analysis { 'wave_0:average_maximum': 24.99995262592391, 'wave_0:average_minimum': -4.999952625923928, 'wave_0:mean_spike_frequency': 8.000914390214769, 'wave_1:average_maximum': 29.99996777272905, 'wave_1:average_minimum': -9.999967772729041, 'wave_1:mean_spike_frequency': 5.7142857142848} Fittest analysis { 'wave_0:average_maximum': 25.278152788664013, 'wave_0:average_minimum': -4.342191889867301, 'wave_0:mean_spike_frequency': 6.925207756231596, 'wave_1:average_maximum': 31.31023807005378, 'wave_1:average_minimum': -10.374271222122683, 'wave_1:mean_spike_frequency': 5.76236026276271} + RPM_EC=0 ++ jobs -p + exit 0 Processing files: python3-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 Executing(%doc): /bin/sh -e /var/tmp/rpm-tmp.CoeIfh + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + DOCDIR=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python3-neurotune + export LC_ALL=C + LC_ALL=C + export DOCDIR + /usr/bin/mkdir -p /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python3-neurotune + cp -pr README.md /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python3-neurotune + cp -pr AUTHORS /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python3-neurotune + RPM_EC=0 ++ jobs -p + exit 0 Provides: python-neurotune = 0.2.3-0.10.20220201gita17f0fd.fc38 python3-neurotune = 0.2.3-0.10.20220201gita17f0fd.fc38 python3-neurotune(riscv-64) = 0.2.3-0.10.20220201gita17f0fd.fc38 python3.11-neurotune = 0.2.3-0.10.20220201gita17f0fd.fc38 python3.11dist(neurotune) = 0.2.3 python3dist(neurotune) = 0.2.3 Requires(rpmlib): rpmlib(CompressedFileNames) <= 3.0.4-1 rpmlib(FileDigests) <= 4.6.0-1 rpmlib(PartialHardlinkSets) <= 4.0.4-1 rpmlib(PayloadFilesHavePrefix) <= 4.0-1 Requires: python(abi) = 3.11 Processing files: python-neurotune-doc-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 Executing(%doc): /bin/sh -e /var/tmp/rpm-tmp.ZxZBSW + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + DOCDIR=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python-neurotune-doc + export LC_ALL=C + LC_ALL=C + export DOCDIR + /usr/bin/mkdir -p /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python-neurotune-doc + cp -pr examples /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/doc/python-neurotune-doc + RPM_EC=0 ++ jobs -p + exit 0 Executing(%license): /bin/sh -e /var/tmp/rpm-tmp.iT2j49 + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + LICENSEDIR=/builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/licenses/python-neurotune-doc + export LC_ALL=C + LC_ALL=C + export LICENSEDIR + /usr/bin/mkdir -p /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/licenses/python-neurotune-doc + cp -pr LICENSE /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64/usr/share/licenses/python-neurotune-doc + RPM_EC=0 ++ jobs -p + exit 0 Provides: python-neurotune-doc = 0.2.3-0.10.20220201gita17f0fd.fc38 python-neurotune-doc(riscv-64) = 0.2.3-0.10.20220201gita17f0fd.fc38 Requires(rpmlib): rpmlib(CompressedFileNames) <= 3.0.4-1 rpmlib(FileDigests) <= 4.6.0-1 rpmlib(PayloadFilesHavePrefix) <= 4.0-1 Checking for unpackaged file(s): /usr/lib/rpm/check-files /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 Wrote: /builddir/build/SRPMS/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.src.rpm Wrote: /builddir/build/RPMS/python3-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64.rpm Wrote: /builddir/build/RPMS/python-neurotune-doc-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64.rpm Executing(%clean): /bin/sh -e /var/tmp/rpm-tmp.3wmwzf + umask 022 + cd /builddir/build/BUILD + cd neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 + /usr/bin/rm -rf /builddir/build/BUILDROOT/python-neurotune-0.2.3-0.10.20220201gita17f0fd.fc38.riscv64 + RPM_EC=0 ++ jobs -p + exit 0 Executing(rmbuild): /bin/sh -e /var/tmp/rpm-tmp.DY50OM + umask 022 + cd /builddir/build/BUILD + rm -rf neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445 neurotune-a17f0fd192b20e29b032826b6c54568e0bbef445.gemspec + RPM_EC=0 ++ jobs -p + exit 0 Child return code was: 0