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Title: SSMOPSO code Download
 Description: In the proposed method, the speciation strategy is used to form stable niches and these niches/subpopulations are optimized to search and maintain Pareto-optimal solutions in parallel. Moreover, a self-organized mechanism is proposed to improve the efficiency of the species formulation as well as the performance of the algorithm. To maintain the diversity of the solutions in both the decision and objective spaces, SS-MOPSO is incorporated with the non-dominated sorting scheme and special crowding distance techniques. The performance of SS-MOPSO is compared with a number of the state-of-the-art multi-objective optimization algorithms on fourteen test problems. Moreover, the proposed SS-MOSPO is also employed to solve a real-life problem.
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File list (Check if you may need any files): 
FilenameSizeDate
SSMOPSO CODE 0  2020-04-20

SSMOPSO CODE\Indicator_calculation 0  2020-04-03

SSMOPSO CODE\Indicator_calculation\CR_calculation.m 1395  2017-10-08

SSMOPSO CODE\Indicator_calculation\Hypervolume_calculation.m 918  2017-10-08

SSMOPSO CODE\Indicator_calculation\IGD_calculation.m 1021  2017-10-08

SSMOPSO CODE\MM_testfunctions 0  2020-04-03

SSMOPSO CODE\MM_testfunctions\TruePSPFdata 0  2020-04-03

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF1truePSPF.mat 6191  2016-11-16

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF2truePSPF.mat 6470  2016-11-16

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF3truePSPF.mat 6285  2016-11-16

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF4truePSPF.mat 5468  2017-03-08

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF5truePSPF.mat 8304  2017-06-10

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF6truePSPF.mat 8313  2017-06-10

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF7truePSPF.mat 9392  2017-06-10

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\MMF8truePSPF.mat 8230  2017-06-10

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\Omni_test4.mat 6028  2018-09-12

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\Omni_test5truePSPF.mat 7702  2018-09-08

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\Omni_testtruePSPF.mat 5625  2017-05-06

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\Omni_testtruePSPF3.mat 5394  2018-10-29

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\SYM_PART3.mat 5648  2018-09-08

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\SYM_PART_rotatedtruePSPF.mat 3516  2017-05-06

SSMOPSO CODE\MM_testfunctions\TruePSPFdata\SYM_PART_simple_turePSPF.mat 1447  2017-05-06

SSMOPSO CODE\MM_testfunctions\functions 0  2020-04-03

SSMOPSO CODE\MM_testfunctions\functions\MMF1.m 201  2017-09-21

SSMOPSO CODE\MM_testfunctions\functions\MMF2.m 239  2017-09-21

SSMOPSO CODE\MM_testfunctions\functions\MMF3.m 1017  2017-10-08

SSMOPSO CODE\MM_testfunctions\functions\MMF4.m 209  2017-10-08

SSMOPSO CODE\MM_testfunctions\functions\MMF5.m 257  2017-09-21

SSMOPSO CODE\MM_testfunctions\functions\MMF6.m 1318  2017-09-21

SSMOPSO CODE\MM_testfunctions\functions\MMF7.m 272  2017-09-21

SSMOPSO CODE\MM_testfunctions\functions\MMF8.m 278  2017-09-21

SSMOPSO CODE\MM_testfunctions\functions\Omni_test.m 427  2017-10-08

SSMOPSO CODE\MM_testfunctions\functions\SYM_PART3.m 1572  2018-09-08

SSMOPSO CODE\MM_testfunctions\functions\SYM_PART_rotated.m 704  2017-10-08

SSMOPSO CODE\MM_testfunctions\functions\SYM_PART_simple.m 620  2017-10-08

SSMOPSO CODE\SSMOPSO.m 12351  2020-04-20

SSMOPSO CODE\main.m 4488  2020-04-20

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