A hybrid algorithm based on variable neighbourhood for the strip packing problem |
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Authors: | Defu Zhang Yuxin Che Furong Ye Yain-Whar Si Stephen C. H. Leung |
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Affiliation: | 1.Department of Computer Science,Xiamen University,Xiamen,China;2.Department of Computer and Information Science,University of Macau,Macau,China;3.Faculty of Engineering,The University of Hong Kong,Hong Kong,China |
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Abstract: | 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. |
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