Three insertion heuristics and a justification improvement heuristic for two-dimensional bin packing with guillotine cuts

被引:29
作者
Fleszar, Krzysztof [1 ]
机构
[1] Amer Univ Beirut, Olayan Sch Business, Beirut 11072020, Lebanon
关键词
Heuristics; Two-dimensional bin packing; Guillotine cuts; TYPOLOGY;
D O I
10.1016/j.cor.2012.07.016
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The problem of packing two-dimensional items into two-dimensional bins is considered in which patterns of items allocated to bins must be guillotine-cuttable and item rotation might be allowed (2BP vertical bar*vertical bar G). Three new constructive heuristics, namely, first-fit insertion heuristic, best-fit insertion heuristic, and critical-fit insertion heuristic, and a new justification improvement heuristic are proposed. All new heuristics use tree structures to represent guillotine-cuttable patterns of items and proceed by inserting one item at a time in a partial solution. Central to all heuristics are a new procedure for enumerating possible insertions and a new fitness criterion for choosing the best insertion. All new heuristics have quadratic worst-case computational complexity except for the critical-fit insertion heuristic which has a cubic worst-case computational complexity. The efficiency and effectiveness of the proposed heuristics is demonstrated by comparing their empirical performance on a standard benchmark data set against other published approaches. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:463 / 474
页数:12
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