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Nsga-III evolutionary multi-objective optimization algorithm

king27s
2016-10-08 02:38:24
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Description

2016
Development of multi-objective optimization algorithm using evolutionary structural optimization method and proved its advantages in various practical problems are mainly two and three goals, there is now a growing demand for development of evolutionary multiobjective optimization (EMO) algorithm used to process many goals (with 4 or more goals) optimization problem. In this article, we recognize the efforts of recent years, and discussed a number of possible potential EMO direction algorithm for solving multiobjective optimization problems. Since then, we propose reference points based on a number of target NSGA-II (called NSGA-III), stressed that members of the population, provided by non-dominant and close to a group of reference points.
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Name Size Date
expDTLZ1(10).ini186.00 B01-01-16 11:00
expDTLZ1(15).ini186.00 B01-01-16 12:04
expDTLZ1(3).ini183.00 B14-08-14 10:49
expDTLZ1(5).ini182.00 B14-08-14 11:16
expDTLZ1(8).ini184.00 B14-08-14 14:25
expDTLZ2(10).ini185.00 B01-01-16 11:00
expDTLZ2(15).ini186.00 B01-01-16 12:05
expDTLZ2(3).ini183.00 B14-08-14 10:49
expDTLZ2(5).ini182.00 B14-08-14 11:17
expDTLZ2(8).ini184.00 B14-08-14 14:56
expDTLZ3(10).ini186.00 B01-01-16 11:00
expDTLZ3(15).ini186.00 B01-01-16 12:05
expDTLZ3(3).ini184.00 B14-08-14 10:50
expDTLZ3(5).ini183.00 B14-08-14 11:17
expDTLZ3(8).ini185.00 B14-08-14 15:52
expDTLZ4(10).ini186.00 B01-01-16 11:01
expDTLZ4(15).ini186.00 B01-01-16 12:05
expDTLZ4(3).ini183.00 B14-08-14 10:50
expDTLZ4(5).ini183.00 B14-08-14 11:17
expDTLZ4(8).ini185.00 B14-08-14 14:56
expSelf.ini204.00 B15-08-14 08:56
expZDT1.ini182.00 B02-09-15 10:29
expZDT2.ini182.00 B02-09-15 11:06
expZDT3.ini182.00 B02-09-15 11:25
expZDT4.ini182.00 B02-09-15 11:32
expZDT6.ini182.00 B02-09-15 11:44
@readme.txt101.00 B01-01-16 14:50
DTLZ1(10)-PF.txt11.68 kB20-07-14 14:50
DTLZ1(15)-PF.txt6.61 kB20-07-14 14:50
DTLZ1(3)-PF.txt2.16 kB20-07-14 14:50
DTLZ1(5)-PF.txt6.63 kB20-07-14 14:50
DTLZ1(8)-PF.txt6.36 kB20-07-14 14:50
DTLZ2(10)-PF.txt13.01 kB20-07-14 14:50
DTLZ2(15)-PF.txt7.40 kB20-07-14 14:50
DTLZ2(3)-PF.txt2.24 kB20-07-14 14:50
DTLZ2(5)-PF.txt6.70 kB20-07-14 14:50
DTLZ2(8)-PF.txt6.35 kB20-07-14 14:50
DTLZ3(10)-PF.txt13.01 kB20-07-14 14:50
DTLZ3(15)-PF.txt7.40 kB20-07-14 14:50
DTLZ3(3)-PF.txt2.24 kB20-07-14 14:50
DTLZ3(5)-PF.txt6.70 kB20-07-14 14:50
DTLZ3(8)-PF.txt6.35 kB20-07-14 14:50
DTLZ4(10)-PF.txt13.01 kB20-07-14 14:50
DTLZ4(15)-PF.txt7.40 kB20-07-14 14:50
DTLZ4(3)-PF.txt2.24 kB20-07-14 14:50
DTLZ4(5)-PF.txt6.70 kB20-07-14 14:50
DTLZ4(8)-PF.txt6.35 kB20-07-14 14:50
DTLZ_PF_Generator.cpp4.82 kB14-08-14 14:35
ZDT1-PF.txt17.58 kB02-09-15 10:40
ZDT2-PF.txt17.58 kB02-09-15 10:40
ZDT3-PF.txt5.04 kB02-09-15 10:40
ZDT4-PF.txt3.92 kB02-09-15 10:40
ZDT6-PF.txt55.84 kB07-06-14 09:25
alg_comparator.cpp800.00 B14-08-14 13:45
alg_comparator.h839.00 B07-06-14 13:32
alg_crossover.cpp2.52 kB14-08-14 13:45
alg_crossover.h1.12 kB07-06-14 13:33
alg_environmental_selection.cpp9.90 kB03-01-16 09:36
alg_environmental_selection.h717.00 B15-08-14 09:28
alg_individual.cpp1.15 kB14-08-14 13:43
alg_individual.h1.22 kB07-06-14 13:43
alg_initialization.cpp768.00 B14-08-14 13:45
alg_initialization.h532.00 B07-06-14 13:44
alg_mutation.cpp1.88 kB14-08-14 13:44
alg_mutation.h856.00 B07-06-14 13:48
alg_nondominated_sort.cpp1.46 kB14-08-14 13:44
alg_nondominated_sort.h721.00 B07-06-14 14:00
alg_nsgaiii.cpp2.41 kB01-01-16 14:35
alg_nsgaiii.h1.07 kB14-08-14 14:17
alg_population.h639.00 B14-08-14 13:43
alg_reference_point.cpp3.92 kB14-08-14 14:46
alg_reference_point.h2.36 kB14-08-14 14:16
aux_math.cpp3.83 kB15-08-14 09:29
aux_math.h875.00 B07-06-14 14:11
aux_misc.cpp243.00 B14-08-14 13:44
aux_misc.h101.00 B20-07-14 10:00
exp_experiment.cpp225.00 B14-08-14 13:45
exp_experiment.h192.00 B14-08-14 10:41
exp_indicator.cpp1.87 kB14-08-14 13:45
exp_indicator.h990.00 B20-07-14 10:35
gnuplot_interface.cpp1.98 kB27-10-14 11:10
gnuplot_interface.h984.00 B07-06-14 13:55
log.cpp2.35 kB01-01-16 15:12
log.h522.00 B01-01-16 14:24
main.cpp1.93 kB01-01-16 15:03
problem_base.h944.00 B07-06-14 13:32
problem_DTLZ.cpp6.74 kB27-04-15 16:49
problem_DTLZ.h3.59 kB14-08-14 13:43
problem_factory.cpp1.40 kB01-01-16 14:57
problem_factory.h167.00 B14-08-14 13:43
problem_self.cpp694.00 B15-08-14 09:41
problem_self.h477.00 B15-08-14 08:45
problem_ZDT.cpp4.81 kB04-10-15 10:06
problem_ZDT.h2.51 kB01-01-16 15:12
explist.ini95.00 B01-01-16 15:02
<Experiments>0.00 B01-01-16 14:53
<PF>0.00 B01-01-16 14:50
<Results>0.00 B01-01-16 15:00
<src>0.00 B27-04-15 15:47
...
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Nsga-III evolutionary multi-objective optimization algorithm (76.11 kB)

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