计算机工程与应用 ›› 2014, Vol. 50 ›› Issue (8): 241-246.

• 工程与应用 • 上一篇    下一篇

基于蝙蝠算法的PFSP调度干扰管理研究

盛晓华,叶春明   

  1. 上海理工大学 管理学院,上海 200093
  • 出版日期:2014-04-15 发布日期:2014-05-30

Research of bat algorithm for disruption management on PFSP scheduling

SHENG Xiaohua, YE Chunming   

  1. College of Management, University of Shanghai for Science & Technology, Shanghai 200093, China
  • Online:2014-04-15 Published:2014-05-30

摘要: 对置换流水车间调度问题分别加入单工件、双工件、四工件干扰因素,采用较新颖的蝙蝠算法对其进行优化,并同较成熟的粒子群算法进行比较,结果表明新型启发式智能蝙蝠智能算法性能不仅仅适用于生产调度干扰管理问题的求解且优于基本粒子群算法,同时对其加权系数进行测试分析,结果表明了加权系数对生产调度干扰管理影响的权重。

关键词: 蝙蝠算法, 置换流水车间调度, 干扰管理

Abstract: Considering the optimization of flow shop scheduling permutation problems which are added the interference factors of single workpiece, double workpieces and four workpieces, a novel bat algorithm is used in this paper. The simulation results are compared with the mature particle swarm algorithm, which indicates that the new heuristic intelligent bat algorithm can not only be applied to solve the problem of production scheduling interference management, moreover, the performance of this new algorithm is better than particle swarm algorithm. At the same time, the weighted coefficients of bat algorithm are tested to analyze its affect to production scheduling interference management, and related simulation results are given out in this paper.

Key words: bat algorithm, permutation flow shop scheduling, disruption management