• CN:11-2187/TH
  • ISSN:0577-6686

›› 2013, Vol. 49 ›› Issue (12): 183-192.

• 论文 • 上一篇    

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具有后成组约束的两阶段柔性流水作业计划制订的启发式算法

黎展滔;陈庆新;毛宁   

  1. 广东工业大学广东省计算机集成制造系统重点实验室
  • 发布日期:2013-06-20

Heuristic Algorithm for Two-stage Flexible Flow Shop Scheduling with Tail Group Constraint

LI Zhantao;CHEN Qingxin;MAO Ning   

  1. Key Laboratory of Computer Integrated Manufacturing System of Guangdong Province, Guangdong University of Technology
  • Published:2013-06-20

摘要: 提出一类考虑后成组约束的、工件批量到达的两阶段柔性流水车间调度问题,并且在每阶段都是由非同等并行机构成,在对后成组约束进行了定义和数学描述的基础上,进一步建立了两阶段柔性流水车间调度问题的优化模型。通过对该类调度问题的分析,得到一条调度优势准则(定理1),并且根据定理1,设计了一种基于组合调度规则的启发式算法EL以及该类调度问题的算例生成方法。为验证算法和比较评估调度规则的性能,对算例采用基于文献所提出的12种组合调度规则和EL进行了仿真调度,对调度结果的分析表明了算法的有效性和EL调度规则在求解所提出的两阶段柔性流水调度问题的优越性能。

关键词: 后成组约束, 启发式算法, 柔性流水车间

Abstract: Two-stage flexible flow shop scheduling problem with task tail group constraint and releasing in batch is proposed, where the two stages are made up of unrelated machines. Based on defining two-stage flexible flow shop with tail group constraint and giving its mathematical description systematically, the optimization model of the two-stage flexible flow shop scheduling is put forward. Through analyzing of this kind of problem, a rule of advantage scheduling (theorem 1) is proved. According to theorem 1, a new heuristic method based on combinatorial dispatching rule, is designed. In order to validate the method and compare and evaluate the new heuristic, a simulation method is presented, and then twelve dispatching rules based on the literatures and heuristic are adopted in the scheduling simulation. Simulation results indicate that the heuristic method is effective and heuristic outperforms the other twelve dispatching rules with respect to the two-stage flexible flow shop scheduling problem proposed.

Key words: Flexible flow shop, Heuristic, Tail group constraint

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