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pointernetwork-rl-tsp's Introduction

遗传算法解决旅行商（TSP）问题

视频地址

https://www.bilibili.com/video/BV1FV41177dR

效果

运行效果

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训练过程

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代码结构

actor.py：指针网络建立、训练过程
config.py：各参数配置
critic.py：评论家网络
dataset.py：生成训练样本
decoder.py：解码器解码过程
main.py：程序入口、结果展示

环境

  • 语言：python 3.7
  • 框架：tensorflow-gpu 1.0.0
  • 数据处理：numpy
  • 数据可视化：matplotlib
  • 进度条工具：tqdm

使用

  1. clone到本地
  2. 准备环境
  3. 运行main.py

pointernetwork-rl-tsp's People

Contributors

zifeiyu0531 avatar

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