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This paper presents an efficient hybrid simulated annealing algorithm for three dimensional container loading problem (3D-CLP). The 3D-CLP is the problem of loading a subset of a given set of rectangular boxes into a rectangular container so that the stowed volume is maximized. The algorithm introduced in this paper is based on three important algorithms. First, complex block generating, complex block can contain any number boxes of different types, which differs from the traditional algorithm. Second, basic heuristic, which is a new construction heuristic algorithm used to generate a feasible packing solution from a packing sequence. Third, simulated annealing algorithm, based on the complex block and basic heuristic, it encodes a feasible packing solution as a packing sequence, and searches in the encoding space to find an approximated optimal solution. 1500 benchmark instances with weakly and strongly heterogeneous boxes are considered in this paper. The computational results show that the volume utilization of hybrid algorithm outperforms current excellent algorithms for the considered problem.
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Chinese Journal of Computers
ISSN: 0254-4164
CN: 11-1826/TP
Year: 2009
Issue: 11
Volume: 32
Page: 3147-2156
Cited Count:
SCOPUS Cited Count: 31
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 1
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