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多目标和声搜索算法求解序依赖单机调度问题

刘林 刘心报

计算机工程与应用Issue(14):25-29,5.
计算机工程与应用Issue(14):25-29,5.DOI:10.3778/j.issn.1002-8331.1303-0236

多目标和声搜索算法求解序依赖单机调度问题

Improved multi-objective harmony search algorithm for single machine scheduling in sequence dependent setup environment.

刘林 1刘心报2

作者信息

  • 1. 合肥工业大学 管理学院,合肥 230009
  • 2. 过程优化与智能决策教育部重点实验室,合肥 230009
  • 折叠

摘要

Abstract

To solve the single machine scheduling problem with a sequence dependent setup times, a multi-objective optimiza-tion model is set up. The object is minimum of the total setup time, the total tardiness and the rate of delay in delivery. An improved adaptive multi-objective harmony search algorithm is proposed. Information entropy is employed to estimate the diversity and crowd degree of individuals in the population. The results of experimentation show that the proposed algorithm is effective and feasible.

关键词

单机调度/多目标优化/和声搜索/信息熵

Key words

single machine scheduling/multi-objective optimization/harmony search/information entropy

分类

信息技术与安全科学

引用本文复制引用

刘林,刘心报..多目标和声搜索算法求解序依赖单机调度问题[J].计算机工程与应用,2013,(14):25-29,5.

基金项目

国家自然科学基金重点基金(No.71231004);国家自然科学基金(No.71171071);安徽省高校省级自然科学研究项目(重点)(No.KJ2011A215)。 ()

计算机工程与应用

OACSCDCSTPCD

1002-8331

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