Meta-heuristics for scheduling a flowline manufacturing cell with sequence dependent family setup times

被引:67
作者
Hendizadeh, S. Hamed [2 ]
Faramarzi, Hamidreza [3 ]
Mansouri, S. Afshin [1 ]
Gupta, Jatinder N. D. [4 ]
ElMekkawy, Tarek Y. [2 ]
机构
[1] Univ Tehran, Dept Ind Engn, Tehran, Iran
[2] Univ Manitoba, Dept Mech & Mfg Engn, Winnipeg, MB, Canada
[3] Wilfrid Laurier Univ, Sch Business & Econ, Waterloo, ON N2L 3C5, Canada
[4] Univ Alabama, Coll Adm Sci, Huntsville, AL 35899 USA
关键词
scheduling; flowline manufacturing cell; meta-heuristics; flowshop; sequence dependent family setup times;
D O I
10.1016/j.ijpe.2007.02.031
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents various Tabu Search (TS) based meta-heuristics for scheduling the part families and jobs within each family in a flowline manufacturing cell (also called a flowshop) with sequence dependent family setup times to minimize makespan. Concepts of Elitism and the acceptance of worse moves from simulated annealing (SA) are examined in the proposed meta-heuristics to improve intensification and diversification. The effectiveness and efficiency of the proposed TS based meta-heuristics are compared against the best meta-heuristic and heuristic algorithms reported so far for this problem on several test problems. Computational results show that the best proposed TS based meta-heuristic is quite effective in minimizing makespan in a reasonable amount of CPU time. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:593 / 605
页数:13
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