https://www.bilibili.com/video/BV17Z4y1w7qF
https://github.com/zifeiyu0531/ga-tsp
- 输入:
# 城市坐标列表
[[0.34373988 0.28799359]
[0.59614005 0.20891475]
[0.31594294 0.24015942]
[0.00445381 0.27850897]
[0.72902031 0.02892819]
[0.8927462 0.72593335]
[0.69496064 0.49234185]
[0.13480979 0.80326909]
[0.09446444 0.74511812]
[0.00322167 0.83702802]
[0.13020064 0.52840454]
[0.42933579 0.8439443 ]
[0.23382182 0.40566047]
[0.76388352 0.75707397]
[0.55766312 0.403058 ]
[0.18937066 0.0122916 ]
[0.19229783 0.33401292]
[0.10528408 0.39235952]
[0.037418 0.04081298]
[0.38220903 0.65365966]
[0.2893925 0.3846537 ]
[0.38730741 0.20597485]
[0.18536116 0.34750257]
[0.69820574 0.16041619]
[0.31628208 0.50875925]]
imgs: 储存图片的文件
constant.py:各参数配置
Ga.py:遗传算法实现
main.py:程序入口
Individual.py: 定义个体基因的行为
Plot.py: 画图
utulity.py: 一些功能函数
- 语言:
python3.10.7
- 数据可视化:
matplotlib
- clone到本地
- 准备环境
- 运行main.py
遗传算法中,适应度、生成基因、交叉、变异的函数需要针对具体项目进行修改
即修改Individual.py 文件里的四个函数