├── CEC2005 ├── README.md ├── SIS2005 │ ├── PSO_func.m │ ├── SIS_novel_func.m │ ├── com_func1_M_D10.mat │ ├── com_func1_data.mat │ ├── com_func2_M_D10.mat │ ├── com_func2_data.mat │ ├── com_func3_M_D10.mat │ ├── com_func3_data.mat │ ├── func_plot.m │ ├── func_test.m │ ├── hybrid_func1_M_D10.mat │ ├── hybrid_func1_data.mat │ ├── hybrid_func2_M_D10.mat │ ├── hybrid_func2_data.mat │ └── readme.txt └── matlab version │ ├── EF8F2_func_data.mat │ ├── E_ScafferF6_M_D10.mat │ ├── E_ScafferF6_M_D2.mat │ ├── E_ScafferF6_M_D30.mat │ ├── E_ScafferF6_M_D50.mat │ ├── E_ScafferF6_func_data.mat │ ├── README.md │ ├── ackley_M_D10.mat │ ├── ackley_M_D2.mat │ ├── ackley_M_D30.mat │ ├── ackley_M_D50.mat │ ├── ackley_func_data.mat │ ├── benchmark_func.m │ ├── elliptic_M_D10.mat │ ├── elliptic_M_D2.mat │ ├── elliptic_M_D30.mat │ ├── elliptic_M_D50.mat │ ├── fbias_data.mat │ ├── func_plot.m │ ├── global_optima.mat │ ├── griewank_M_D10.mat │ ├── griewank_M_D2.mat │ ├── griewank_M_D30.mat │ ├── griewank_M_D50.mat │ ├── griewank_func_data.mat │ ├── high_cond_elliptic_rot_data.mat │ ├── hybrid_func1_M_D10.mat │ ├── hybrid_func1_M_D2.mat │ ├── hybrid_func1_M_D30.mat │ ├── hybrid_func1_M_D50.mat │ ├── hybrid_func1_data.mat │ ├── hybrid_func2_M_D10.mat │ ├── hybrid_func2_M_D2.mat │ ├── hybrid_func2_M_D30.mat │ ├── hybrid_func2_M_D50.mat │ ├── hybrid_func2_data.mat │ ├── hybrid_func3_HM_D10.mat │ ├── hybrid_func3_HM_D2.mat │ ├── hybrid_func3_HM_D30.mat │ ├── hybrid_func3_HM_D50.mat │ ├── hybrid_func3_M_D10.mat │ ├── hybrid_func3_M_D2.mat │ ├── hybrid_func3_M_D30.mat │ ├── hybrid_func3_M_D50.mat │ ├── hybrid_func3_data.mat │ ├── hybrid_func4_M_D10.mat │ ├── hybrid_func4_M_D2.mat │ ├── hybrid_func4_M_D30.mat │ ├── hybrid_func4_M_D50.mat │ ├── hybrid_func4_data.mat │ ├── rastrigin_M_D10.mat │ ├── rastrigin_M_D2.mat │ ├── rastrigin_M_D30.mat │ ├── rastrigin_M_D50.mat │ ├── rastrigin_func_data.mat │ ├── rosenbrock_func_data.mat │ ├── schwefel_102_data.mat │ ├── schwefel_206_data.mat │ ├── schwefel_213_data.mat │ ├── sphere_func_data.mat │ ├── test_data.mat │ ├── weierstrass_M_D10.mat │ ├── weierstrass_M_D2.mat │ ├── weierstrass_M_D30.mat │ ├── weierstrass_M_D50.mat │ └── weierstrass_data.mat ├── CEC2010 ├── CPP_version │ ├── Benchmarks.cpp │ ├── Benchmarks.h │ ├── F1.cpp │ ├── F1.h │ ├── F10.cpp │ ├── F10.h │ ├── F11.cpp │ ├── F11.h │ ├── F12.cpp │ ├── F12.h │ ├── F13.cpp │ ├── F13.h │ ├── F14.cpp │ ├── F14.h │ ├── F15.cpp │ ├── F15.h │ ├── F16.cpp │ ├── F16.h │ ├── F17.cpp │ ├── F17.h │ ├── F18.cpp │ ├── F18.h │ ├── F19.cpp │ ├── F19.h │ ├── F2.cpp │ ├── F2.h │ ├── F20.cpp │ ├── F20.h │ ├── F3.cpp │ ├── F3.h │ ├── F4.cpp │ ├── F4.h │ ├── F5.cpp │ ├── F5.h │ ├── F6.cpp │ ├── F6.h │ ├── F7.cpp │ ├── F7.h │ ├── F8.cpp │ ├── F8.h │ ├── F9.cpp │ ├── F9.h │ ├── Header.h │ ├── Makefile │ ├── README │ ├── RunParameter.cpp │ ├── RunParameter.h │ ├── configure.ini │ └── main.cpp ├── README.md └── matlab_version │ ├── benchmark_func.m │ ├── datafiles │ ├── f01_o.mat │ ├── f02_o.mat │ ├── f03_o.mat │ ├── f04_opm.mat │ ├── f05_opm.mat │ ├── f06_opm.mat │ ├── f07_op.mat │ ├── f08_op.mat │ ├── f09_opm.mat │ ├── f10_opm.mat │ ├── f11_opm.mat │ ├── f12_op.mat │ ├── f13_op.mat │ ├── f14_opm.mat │ ├── f15_opm.mat │ ├── f16_opm.mat │ ├── f17_op.mat │ ├── f18_op.mat │ ├── f19_o.mat │ └── f20_o.mat │ ├── demoEA.m │ ├── javarandom │ ├── bin │ │ └── Randomizer.class │ └── src │ │ └── Randomizer.java │ └── readme.txt ├── CEC2013 ├── cpp version │ ├── cec13_func.cpp │ ├── input_data │ │ ├── M_D10.txt │ │ ├── M_D100.txt │ │ ├── M_D2.txt │ │ ├── M_D20.txt │ │ ├── M_D30.txt │ │ ├── M_D40.txt │ │ ├── M_D5.txt │ │ ├── M_D50.txt │ │ ├── M_D60.txt │ │ ├── M_D70.txt │ │ ├── M_D80.txt │ │ ├── M_D90.txt │ │ └── shift_data.txt │ └── readme.txt └── matlab version │ ├── PSO_func.m │ ├── input_data │ ├── M_D10.txt │ ├── M_D100.txt │ ├── M_D2.txt │ ├── M_D20.txt │ ├── M_D30.txt │ ├── M_D40.txt │ ├── M_D5.txt │ ├── M_D50.txt │ ├── M_D60.txt │ ├── M_D70.txt │ ├── M_D80.txt │ ├── M_D90.txt │ └── shift_data.txt │ ├── main.m │ └── readme.txt ├── CEC2014 ├── README.md └── matlab version │ ├── CFPSO_G_cec2014.m │ ├── LDWPSO_G_cec2014.m │ ├── LearnIndex.m │ ├── boundConstraint_absorb.m │ ├── boundConstraint_reflect.m │ ├── cpp version │ ├── cec14_func.cpp │ ├── cec14_func.mexw32 │ └── cec14_func.mexw64 │ ├── input_data.zip │ └── problem_range.m ├── CEC2017 ├── C version │ ├── cec17_test_func.cpp │ ├── main.cpp │ └── readme.txt ├── Matlab │ ├── PSO_func.m │ ├── cec17_func.cpp │ ├── cec17_func.mexw64 │ ├── main.m │ └── readme.txt ├── README.md └── input_data.zip ├── CEC2019 ├── README.txt └── matlab version │ ├── 10_1.txt │ ├── 10_2.txt │ ├── 1_1.txt │ ├── 1_2.txt │ ├── 2_1.txt │ ├── 2_2.txt │ ├── 3_1.txt │ ├── 3_2.txt │ ├── 4_1.txt │ ├── 4_2.txt │ ├── 5_1.txt │ ├── 5_2.txt │ ├── 6_1.txt │ ├── 6_2.txt │ ├── 7_1.txt │ ├── 7_2.txt │ ├── 8_1.txt │ ├── 8_2.txt │ ├── 9_1.txt │ ├── 9_2.txt │ ├── CPSO_func.m │ ├── DefinitionsCEC2019Benchmark.pdf │ ├── README.txt │ ├── RRSO.m │ ├── RRSO1.m │ ├── boundConstraint.m │ ├── cec19_func.mexw64 │ ├── gnR1R2.m │ ├── input_data │ ├── M_10_D10.txt │ ├── M_10_D2.txt │ ├── M_1_D10.txt │ ├── M_1_D2.txt │ ├── M_2_D10.txt │ ├── M_2_D2.txt │ ├── M_3_D10.txt │ ├── M_3_D2.txt │ ├── M_4_D10.txt │ ├── M_4_D2.txt │ ├── M_5_D10.txt │ ├── M_5_D2.txt │ ├── M_6_D10.txt │ ├── M_6_D2.txt │ ├── M_7_D10.txt │ ├── M_7_D2.txt │ ├── M_8_D10.txt │ ├── M_8_D2.txt │ ├── M_8_D20.txt │ ├── M_9_D10.txt │ ├── M_9_D2.txt │ ├── shift_data_1.txt │ ├── shift_data_10.txt │ ├── shift_data_2.txt │ ├── shift_data_3.txt │ ├── shift_data_4.txt │ ├── shift_data_5.txt │ ├── shift_data_6.txt │ ├── shift_data_7.txt │ ├── shift_data_8.txt │ └── shift_data_9.txt │ ├── main.m │ ├── memory.mat │ └── updateArchive.m ├── CEC2020 ├── CFP2020.pdf └── matlab version │ ├── CMOP1.m │ ├── CMOP10.m │ ├── CMOP2.m │ ├── CMOP3.m │ ├── CMOP4.m │ ├── CMOP5.m │ ├── CMOP6.m │ ├── CMOP7.m │ ├── CMOP8.m │ ├── CMOP9.m │ ├── PF1.dat │ ├── PF10.dat │ ├── PF2.dat │ ├── PF3.dat │ ├── 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