Simulated annealing heuristics for the dynamic facility layout problem

被引:126
|
作者
McKendall, AR
Shang, J
Kuppusamy, S
机构
[1] W Virginia Univ, Dept Ind & Management Syst Engn, Morgantown, WV 26506 USA
[2] Schneider Logist Inc, Green Bay, WI 54306 USA
关键词
dynamic facility layout problem; simulated annealing; heuristics; look-ahead/back strategy;
D O I
10.1016/j.cor.2005.02.021
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In today's economy, manufacturing plants must be able to operate efficiently and respond quickly to changes in product mix and demand. Therefore, this paper considers the problem of arranging and rearranging (when there are changes between the flows of materials between departments) manufacturing facilities such that the sum of the material handling and rearrangement costs is minimized. This problem is known as the dynamic facility layout problem (DFLP). In this paper, two simulated annealing (SA) heuristics are developed for the DFLP. The first SA heuristic (SA I) is a direct adaptation of SA to the DFLP. The second SA heuristic (SA II) is the same as SA I with a look-ahead/look-back strategy added. To test the performance of the heuristics, a data set taken from the literature is used in the analysis. The results obtained show that the proposed heuristics are very effective for the dynamic facility layout problem. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2431 / 2444
页数:14
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