Home » Source Code » NSGA-III An Evolutionary Many-Objective Optimization Algorithm Using Reference-point Based Non-dominated Sorting Approach

NSGA-III An Evolutionary Many-Objective Optimization Algorithm Using Reference-point Based Non-dominated Sorting Approach

YEYEWA
2014-11-28 04:12:58
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Category Category:
AlgorithmAlgorithm CPlusPlus, C-C++C++

Description

II(我们称之为NSGA-III),强调
人口会员,非主导且靠近
一组提供的参考点。建议NSGA-III是
施加到若干许多目标测试问题具有两个
到15的目标,并与两个版本的一个最近比较
建议EMO算法(MOEA/ D)。而每两个
MOEA/ D的方法效果很好对不同类别的问题,
所提出的NSGA-III被发现,以产生令人满意的结果
在这项研究中考虑了所有的问题。本文介绍
结果在无约束的问题,续集本文认为
限制,在处理其他专科许多目标
优化问题。
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File list

Tips: You can preview the content of files by clicking file names^_^
Name Size Date
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(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(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(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
explist.ini134.00 B15-08-14|08:56
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
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.cpp8.68 kB14-08-14|17:36
alg_environmental_selection.h716.00 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.cpp2.40 kB15-08-14|12:19
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 kB15-08-14|12:19
gnuplot_interface.h984.00 B07-06-14|13:55
log.cpp1.20 kB14-08-14|13:44
log.h427.00 B15-08-14|09:40
main.cpp1.92 kB15-08-14|12:19
problem_base.h944.00 B07-06-14|13:32
problem_DTLZ.cpp6.74 kB14-08-14|13:44
problem_DTLZ.h3.59 kB14-08-14|13:43
problem_factory.cpp961.00 B15-08-14|08:48
problem_factory.h167.00 B14-08-14|13:43
problem_self.cpp696.00 B15-08-14|09:41
problem_self.h477.00 B15-08-14|08:45
problem_ZDT.cpp910.00 B14-08-14|13:43
problem_ZDT.h781.00 B14-08-14|13:46
Experiments0.00 B15-08-14|09:25
PF0.00 B15-08-14|11:27
Results0.00 B15-08-14|11:27
src0.00 B15-08-14|09:41
nsga3cpp1.10.00 B15-08-14|11:27
...
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Comments

(Add your comment, get 0.1 Point)
Minimum:15 words, Maximum:160 words
nikerneko
2015-05-09

有限制的多目標問題,可以使用這個程式碼嗎??謝謝您

cumtzss
2015-05-13

正好需要这个程序啊~基于参考点的

w171847163
2016-04-13

是基于K.Deb的文章写的么?

Oraseer
2016-05-11

你好,理想PF的获取代码只能得到DTLZ1-DTLZ4的吗?文章中其他测试函数的理想PF是怎么获取的呢

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NSGA-III An Evolutionary Many-Objective Optimization Algorithm Using Reference-point Based Non-dominated Sorting Approach (42.58 kB)

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