A hybrid algorithm based on variable neighbourhood for the strip packing problem

被引:11
作者
Zhang, Defu [1 ]
Che, Yuxin [1 ]
Ye, Furong [1 ]
Si, Yain-Whar [2 ]
Leung, Stephen C. H. [3 ]
机构
[1] Xiamen Univ, Dept Comp Sci, Xiamen, Peoples R China
[2] Univ Macau, Dept Comp & Informat Sci, Macau, Peoples R China
[3] Univ Hong Kong, Fac Engn, Hong Kong, Hong Kong, Peoples R China
关键词
Packing problem; Variable neighbourhood search; Heuristic algorithm; Combinatorial optimisation; GENETIC-ALGORITHM; HEURISTIC ALGORITHM; SEARCH;
D O I
10.1007/s10878-016-0036-6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper addresses the strip packing problem, which has a wide range of real-world applications. Our proposed algorithm is a hybrid metaheuristic that combines an improved heuristic algorithm with a variable neighbourhood search. Different neighbourhoods are constructed based on the concept of block patterns. The proposed algorithm has three interesting features. First, a least-waste strategy is used to improve the constructive heuristics. Second, a better sorting sequence is selected to generate an initial solution. Finally, different neighbourhoods are constructed based on block patterns. The computational results from a diverse set of problem instances show that the proposed algorithm performs better than algorithms reported in the literature for most of the problem sets compared.
引用
收藏
页码:513 / 530
页数:18
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