Lot streaming and scheduling heuristics for m-machine no-wait flowshops

被引:88
作者
Kumar, S [1 ]
Bagchi, TP
Sriskandarajah, C
机构
[1] Univ Texas, Sch Management, Richardson, TX 75983 USA
[2] Indian Inst Technol, Dept Ind & Management Engn, Kanpur 208016, Uttar Pradesh, India
关键词
no-wait flowshop; lot streaming; scheduling; sublets; heuristic algorithms; genetic algorithms;
D O I
10.1016/S0360-8352(00)00035-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The objective of this paper is to minimize makespan in m-machine no-wait flowshops with multiple products requiring lot streaming. A 'product' here implies many identical items. 'Lot streaming' creates sublets to move the completed portion of a production Pot to downstream machines so that machine operations can be overlapped. For the single product case with fixed number of sublets we obtain optimal continuous sized sublets and then use a heuristic to find integer-sized sublets. For the multiproduct continuous-sized sublets case we show that the optimal sequencing of products may be attained by solving a traveling salesman problem. We then construct another heuristic to yield integer-sized sublets. Finally, we evaluate the use of genetic algorithmic meta-heuristics for the interacting decision phases in simultaneous lot streaming and sequencing. We conclude that while GA may deliver makespans comparable in quality to those given by heuristic met:hods that cleverly exploit problem features particular to lot streaming, GA loses out in computational efficiency. On the other hand, GA can optimize the number of sublets for each product - a task for which neither an analytical nor a heuristic method presently exists. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:149 / 172
页数:24
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