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复合禁忌搜索算法求解流水调度问题 被引量:2

Hybrid tabu algorithm for flow shop scheduling problems
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摘要 针对以总完工时间最小为目标的流水调度问题,提出一个复合禁忌搜索算法(Hybrid Tabu Algorithm,HTB)。提出算法以启发式算法的结果作为初始解,然后采用禁忌搜索算法对其进行改进,并将提出算法与三个已有的启发式算法RZ、WY和FL进行比较。实验结果表明:在最好调度的获取能力和所得调度的平均质量方面,HTB算法均为最优。 In this paper, a hybrid tabu algorithm(HTB) is proposed for flow shop schedule problem with total flowtime minimization. The initial solution of HTB is obtained by the FL algorithm, and the initial solution is improved by the tabu algorithm. HTB is compared with three existing heuristic algorithms RZ (described by Rajendran & Ziegler), WY( developed by Woo & Yim) and FL(proposed by Frarninan & Leisten). Computational results show that HTB is the best in ARPD and OPT among the compared algorithms.
出处 《电机与控制学报》 EI CSCD 北大核心 2007年第6期672-675,共4页 Electric Machines and Control
基金 哈尔滨师范大学校基金资助项目(K2006022)
关键词 组合优化 禁忌搜索 调度 总完工时间 combinational optimization tabu scheduling total flowtime
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参考文献7

  • 1GRAY M R, JOHNSON D S, SETHI R. The complexity of flowshop and jobshop scheduling [ J ]o Mathematics of Operations Research, 1976, 1(2) : 117 -129.
  • 2RAJENDRAN C, ZIEGLER H. An efficient heuristic for scheduling in a flowshop to minimize total weighted flowtime of jobs [ J]. European Journal of Operational Research, 1997, 103( 1 ) : 129 - 138.
  • 3WOO H S, YIM D S. A heuristic algorithm for mean flowtime ob- jective in flowshop sheduling [J]. Computers and Operations Research, 1998, 25(3) : 175 -182.
  • 4FRAMINAN J M, LEISTEN R. An efficient constructive heuristic for flowtime minimisation in permutation flow shops [ J ]. Omegc,, 2003, 31(4): 311 -317.
  • 5LIXiaoping,WUCheng.An Efficient Constructive Heuristic for Permutation Flow Shops to Minimize Total Flowtime[J].Chinese Journal of Electronics,2005,14(2):203-208. 被引量:6
  • 6张裕,李小平,刘佳佳,王茜.一个无等待流水调度问题混合禁忌搜索算法[J].哈尔滨理工大学学报,2006,11(4):26-29. 被引量:5
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二级参考文献6

  • 1LIXiaoping,WUCheng.An Efficient Constructive Heuristic for Permutation Flow Shops to Minimize Total Flowtime[J].Chinese Journal of Electronics,2005,14(2):203-208. 被引量:6
  • 2TARIQ A,ALI A.New Heuristics for M-machine No-wait Flowshop to Minimize Total Completion time[J].Omega,2004,32:345-352.
  • 3JOZEF G,JAROSLAW P.Some Local Search Algorithms for No-wait Flow-shop Problem with Makespan Criteria[J].Computer & Operations Research,2005,32:2179-2212.
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  • 6RAJENDRAN C,ZIEGLER H.An Efficient Heuristic for Scheduling in a Flowshop to Minimize Total Weighted Flowtime of Jobs[J].European Journal of Operational Research,1997,103:129-138.

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