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一种求解混合零空闲置换流水车间调度禁忌分布估计算法

张晓霞 吕云虹

计算机应用与软件2017,Vol.34Issue(1):270-274,292,6.
计算机应用与软件2017,Vol.34Issue(1):270-274,292,6.DOI:10.3969/j.issn.1000-386x.2017.01.049

一种求解混合零空闲置换流水车间调度禁忌分布估计算法

A TABU ESTIMATION OF DISTRIBUTION ALGORITHM TO SOLVE THE MIXED NO-IDLE PERMUTATION FLOWSHOP SCHEDULING PROBLEM

张晓霞 1吕云虹1

作者信息

  • 1. 辽宁科技大学软件学院 辽宁鞍山114051
  • 折叠

摘要

Abstract

According to the characteristics of the mixed no-idle permutation flowshop scheduling problem, an estimation of distribution algorithm based on probability model is used to solve this problem.What's more, the heuristic algorithm is designed into the estimation of distribution algorithm in order to improve the quality of the initial solution.In order to avoid the algorithm into local optimum, the tabu algorithm is designed into the estimation of distribution algorithm.The tabu estimation of distribution algorithm is proposed to solve the mixed no-idle permutation flowshop scheduling problem with three added kinds of local searches in order to improve the diversity of population.Experimental result shows that the algorithm has advantages to solve this problem.

关键词

混合零空闲置换流水车间调度问题算法/分布估计算法/启发式算法/禁忌算法

Key words

Mixed no-idle permutation flowshop scheduling problem/Estimation of distribution algorithm/Heuristic algorithm/Tabu algorithm

分类

信息技术与安全科学

引用本文复制引用

张晓霞,吕云虹..一种求解混合零空闲置换流水车间调度禁忌分布估计算法[J].计算机应用与软件,2017,34(1):270-274,292,6.

基金项目

辽宁省教育厅科学研究项目(L2015265). (L2015265)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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