A hybrid genetic algorithm-heuristic for a two-dimensional orthogonal packing problem

被引:67
|
作者
Goncalves, Jose Fernando [1 ]
机构
[1] Fac Econ Porto, P-4200464 Oporto, Portugal
关键词
packing; orthogonal packing; cutting; genetic algorithms;
D O I
10.1016/j.ejor.2005.11.062
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
in this paper we address a two-dimensional (2D) orthogonal packing problem, where a fixed set of small rectangles has to be placed on a larger stock rectangle in such a way that the amount of trim loss is minimized. The algorithm we propose hybridizes a placement procedure with a genetic algorithm based on random keys. The approach is tested on a set of instances taken from the literature and compared with other approaches. The computation results validate the quality of the solutions and the effectiveness of the proposed algorithm. (C) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:1212 / 1229
页数:18
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