Simulated annealing for order spread minimization in sequencing cutting patterns

被引:32
作者
Foerster, H [1 ]
Wascher, G [1 ]
机构
[1] Univ Halle Wittenberg, Wirtschaftswissenschaftliche Fak, D-06108 Halle, Germany
关键词
order spread minimization; cutting; heuristics; simulated annealing;
D O I
10.1016/S0377-2217(97)00257-9
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The Order Spread Minimization Problem (OSMP) is a sequencing problem that arises in the process of planning industrial cutting operations. As it can be looked upon as a generalization of the Travelling-Salesman Problem (TSP), it has to be classified as NP-complete. Thus heuristic algorithms are required in order to solve large problem instances. In this paper the authors suggest to apply Simulated Annealing (SA) to the OSMP. A specific version of SA is developed and compared to both an approach previously introduced into the literature by Madsen and a traditional 3-opt-procedure. The performance of these methods is compared on a set of 2400 randomly generated problem instances. SA appears to provide solutions which - in terms of solution quality - are equivalent to those generated by the 3-opt-procedure. However, computing times of the latter for solving large instances are prohibitive. In relation to Madsen's approach SA provides significantly improved solutions at the expense of a moderate increase in computing times. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:272 / 281
页数:10
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