wurmen / Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II

Learning how to implement GA and NSGA-II for job shop scheduling problem in python

Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II

本主題主要介紹如何透過基因演算法 (Genetic Algorithm, GA) 與非凌越排序基因演算法 (Nondominated Sorting Genetic Algorithm II, NSGA-II) 來求解 Job Shop 排程問題。一開始會先進行 GA 及 NSGA-II 的概念介紹，最後再透過 Python 來進行實作並說明。

§ Introduction

更新時間	文章
2018	Genetic Algorithm (GA)
2018	Nondominated Sorting Genetic Algorithm II (NSGA-II)

§ Implementation with Python

更新時間	文章	連結
2018	GA For Flow Shop	Documentation / Example / code / Folder
2018	GA For Job Shop	Documentation / Example / code / Folder
2018	NSGA-II	Documentation / Example / code / Folder