aco_example's Introduction

ACO_example

a demo of ACO algorithm

本代码为ACO在港口调度问题上的示例应用，采用蚂周模型

文件说明

Compoent: 核心组件

Ant.py

        本模块完成模拟ACO中蚂蚁行为的功能

Kit: 辅助工具

WorkStation.py

        本模块完成计算起吊设备、小车的耗时功能

ACO.py

        本模块完成对ACO的参数初始化、运行控制与结果显示

算法说明

step 1, 初始化起吊设备与小车的耗时时间表

step 2, 初始化蚂蚁

step 3, 随机分布蚂蚁，使蚂蚁随机选择起始货物

step 4, 对每只蚂蚁下一步可选的货物计算选择概率

step 5, 选择概率最大的作为下一步的货物

step 6, 重复执行step (4,5), 直到所以蚂蚁均完成全部货物的调度

step 7, 更新全局信息素

step 8, 重复执行step (3，4，5，6，7)，直到最大迭代次数

step 9, 输出较优结果

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