• 论文 •    

求解零空闲流水线调度问题的和声搜索算法

武磊,潘全科,桑红燕,潘玉霞   

  1. 聊城大学 计算机学院,山东聊城252059
  • 出版日期:2009-10-15 发布日期:2009-10-25

Harmony search algorithms for no-idle flow shop scheduling problems

WU Lei, PAN Quan-ke, SANG Hong-yan, PAN Yu-xia   

  1. School of Computer Science, Liaocheng University, Liaocheng 252059, China
  • Online:2009-10-15 Published:2009-10-25

摘要: 针对以总流经时间和最大完工时间为目标的零空闲流水线调度问题,提出了和声搜索调度算法。该算法利用和声搜索算法的优化机理,采用基于浮点数的编码方式和新设计的和声产生方法,扩展了传统和声搜索算法的求解模型,并结合快速插入邻域局部搜索算法,给出了三种混合求解策略。仿真试验表明,该算法具有高效性和优越性。

关键词: 零空闲流水线调度, 和声搜索算法, 总流经时间, 最大完工时间, 局部搜索

Abstract: A new harmony search optimization algorithm (HS) is presented for solving the no-idle flow shop scheduling (NIFS) problem with the objectives of minimizing the total flowtime and makespan, respectively. In the proposed algorithm, the smallest position value (SPV) rule is applied to enable the continuous harmony search algorithm to be used in all kinds of sequencing problems, and the basic harmony search mechanism is expended to work more effectively. Then an local search algorithm based on the speed-up technology for insert neighborhood structure is presented. Finally, three hybrid algorithms are developed by combining the proposed HS and local search algorithms. The computational results show the effectiveness and superiority of the proposed algorithms.

Key words: no-idle flow shop, harmony search, total flowtime, makespan, local search

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