Hybrid algorithm for the two-dimensional rectangular layer-packing problem

Hybrid algorithm for the two-dimensional rectangular layer-packing problem

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Article ID: iaor201525347
Volume: 65
Issue: 7
Start Page Number: 1068
End Page Number: 1077
Publication Date: Jul 2014
Journal: Journal of the Operational Research Society
Authors: , , ,
Keywords: heuristics: genetic algorithms
Abstract:

In this paper, a rectangular layer‐packing algorithm (RLPA) combined with modified genetic algorithm (GA) or particle swarm optimization (PSO) algorithm is developed to solve the problem with emerging restraints, which is raised from the two‐dimensional rectangular packing problem with some small rectangles that need to be packed into a fixed rectangular object. RLPA is designed from the BL algorithm and lowest horizontal line algorithm. GA and PSO are also modified to satisfy the constraint conditions. Best GA or PSO parameters are obtained by conducting experiments on some typical instances. The results are also compared, which validate the quality of the solutions and show the effectiveness of the modified algorithm.

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