NSGA-II-master
所属分类：数值算法/人工智能
开发工具：Python
文件大小：42KB
下载次数：1
上传日期：2020-11-07 20:51:52
上 传 者：
wdxzyf999
说明： NSGA2主要是对NSGA算法的改进。NSGA是N. Srinivas 和 K. Deb在1995年发表的一篇名为《Multiobjective function optimization using nondominated sorting genetic algorithms》的论文中提出的。该算法在快速找到Pareto前沿和保持种群多样性方面都有很好的效果，不过在这么多年的应用中也出现了如下的一些问题
(NSGA2 is the improvement of NSGA. NSGA was proposed by n. Srinivas and K. DEB in a paper entitled "multi objective function optimization using nondeterministic sorting genetic algorithms" published in 1995. This algorithm has a good effect in finding Pareto frontiers rapidly and maintaining population diversity. However, there have been some problems in the application for many years.)
文件列表:
.idea (0, 2020-06-10)
.idea\NSGA-II.iml (337, 2020-06-10)
.idea\inspectionProfiles (0, 2020-06-10)
.idea\inspectionProfiles\Project_Default.xml (19257, 2020-06-10)
.idea\inspectionProfiles\profiles_settings.xml (174, 2020-06-10)
.idea\misc.xml (205, 2020-06-10)
.idea\modules.xml (266, 2020-06-10)
.idea\vcs.xml (180, 2020-06-10)
LICENSE (1056, 2020-06-10)
img (0, 2020-06-10)
img\Figure_SCH.png (18390, 2020-06-10)
img\Figure_ZDT1.png (15593, 2020-06-10)
src (0, 2020-06-10)
src\GA_util.py (1325, 2020-06-10)
src\Individual.py (1187, 2020-06-10)
src\Populations.py (812, 2020-06-10)
src\__init__.py (0, 2020-06-10)
src\problem (0, 2020-06-10)
src\problem\SCH.py (223, 2020-06-10)
src\problem\ZDT1.py (394, 2020-06-10)
src\problem\ZDT2.py (389, 2020-06-10)
src\problem\ZDT4.py (419, 2020-06-10)
src\problem\__init__.py (0, 2020-06-10)
src\run_NSGA_TWO.py (5543, 2020-06-10)
# NSGA-II
## 多目标遗传算法优化
2020-05-28已经更新了注释
### SCH:
### ZDT1:
### 依赖包:
安装
> pip install matplotlib
>
> pip install numpy
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