A least wasted first heuristic algorithm for the rectangular packing problem

被引:78
作者
Wei, Lijun [1 ]
Zhang, Defu [1 ,2 ]
Chen, Qingshan [1 ]
机构
[1] Xiamen Univ, Dept Comp Sci, Xiamen 361005, Peoples R China
[2] Longtop Grp Post Doctoral Res Ctr, Xiamen 361005, Peoples R China
关键词
Rectangular packing; Knapsack problem; Heuristic; Local search; BIN PACKING; GENETIC ALGORITHM; CUTTING PROBLEM;
D O I
10.1016/j.cor.2008.03.004
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The rectangular packing problem is to pack a number of rectangles into a single large rectangular sheet so as to maximize the total area covered by the rectangles packed. The paper first presents a least wasted first strategy which evaluates the positions used by the rectangles. Then a random local search is introduced to improve the results and a least wasted first heuristic algorithm (LWF) is further developed to find a desirable solution. Twenty-one rectangular-packing instances are tested by the algorithm developed, the experimental results show that the presented algorithm can achieve an optimal solution within reasonable time and is fairly efficient for dealing the rectangular packing problem. LWF still performs well when it is extended to solve zero-waste and non-zero-waste strip packing instances. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1608 / 1614
页数:7
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