An effective heuristic for the two-dimensional irregular bin packing problem

被引:38
|
作者
Lopez-Camacho, Eunice [1 ]
Ochoa, Gabriela [2 ]
Terashima-Marin, Hugo [1 ]
Burke, Edmund K. [2 ]
机构
[1] Tecnol Monterrey, Monterrey 64849, NL, Mexico
[2] Univ Stirling, Stirling FK9 4LA, Scotland
基金
英国工程与自然科学研究理事会;
关键词
2D bin packing problem; Irregular packing; Heuristics; Djang and Finch heuristic; NO-FIT POLYGON; ALGORITHMS; PARTS;
D O I
10.1007/s10479-013-1341-4
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper proposes an adaptation, to the two-dimensional irregular bin packing problem of the Djang and Finch heuristic (DJD), originally designed for the one-dimensional bin packing problem. In the two-dimensional case, not only is it the case that the piece's size is important but its shape also has a significant influence. Therefore, DJD as a selection heuristic has to be paired with a placement heuristic to completely construct a solution to the underlying packing problem. A successful adaptation of the DJD requires a routine to reduce computational costs, which is also proposed and successfully tested in this paper. Results, on a wide variety of instance types with convex polygons, are found to be significantly better than those produced by more conventional selection heuristics.
引用
收藏
页码:241 / 264
页数:24
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