J4 ›› 2010, Vol. 48 ›› Issue (05): 805-810.

• 计算机科学 • 上一篇    下一篇

一种受限于给定最大延误上界的单目标启发式算法

池淑珍, 周春光, 张长胜, 杨草原   

  1. 吉林大学 计算机科学与技术学院, 长春 130012
  • 收稿日期:2009-11-01 出版日期:2010-09-26 发布日期:2010-09-21
  • 通讯作者: 周春光 E-mail:cgzhou@jlu.edu.cn

A SingleObjective Heuristic Algorithm Subjected to a Given Maximum Tardiness Upper Bound

CHI Shuzhen, ZHOU Chunguang, ZHANG Changsheng, YANG Caoyuan   

  1. College of Computer Science and Technology, Jilin University, Changchun 130012, China
  • Received:2009-11-01 Online:2010-09-26 Published:2010-09-21
  • Contact: ZHOU Chunguang E-mail:cgzhou@jlu.edu.cn

摘要:

基于有效求解在未超过给定的最大延误上界这一约束条件下最小化总完工时间的置换流水车间调度问题, 提出一种新的迭代贪心启发式算法IG_CZ, 通过结合全局和局部优化策略获得最优解或近似最优解. 并在Taillard基准测试集上对不同规模的问题进行算法性能测试, 实验结果表明, IG_CZ算法不仅简单、 易于实现, 而且求解能力及解的质量优于对比的其他算法.

关键词: 流水车间调度; 迭代贪心; 完工时间; 最大延误

Abstract:

In order to solve the permutation flowshop problem to minimize makespan subjected to a given maximum tardiness upper bound effectively, we presented a new iterated greedy heuristic algorithm IG_CZ by combining global and local optimization to obtain optimal solution or nearoptimum solution. Finally, IG_CZ was tested on different scale benchmarks based on Taillard standard test sets. The result shows that IG_CZ is simple, implemented easily, and the solution quality and the ability to gain solution of IG_CZ precede other compared algorithms.

Key words: flowshop scheduling; iterated greedy; makespan; maximum tardiness

中图分类号: 

  • TP18