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author:

Zhang, De-Fu (Zhang, De-Fu.) [1] | Peng, Yu (Peng, Yu.) [2] | Zhu, Wen-Xing (Zhu, Wen-Xing.) [3] (Scholars:朱文兴) | Chen, Huo-Wang (Chen, Huo-Wang.) [4]

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Abstract:

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.

Keyword:

Benchmarking Containers Encoding (symbols) Heuristic algorithms Loading Simulated annealing

Community:

  • [ 1 ] [Zhang, De-Fu]Department of Computer Science, Xiamen University, Xiamen, Fujian 361005, China
  • [ 2 ] [Zhang, De-Fu]Longtop Group Post-doctoral Research Center, Xiamen, Fujian 361005, China
  • [ 3 ] [Peng, Yu]Department of Computer Science, Xiamen University, Xiamen, Fujian 361005, China
  • [ 4 ] [Zhu, Wen-Xing]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou 350002, China
  • [ 5 ] [Chen, Huo-Wang]Longtop Group Post-doctoral Research Center, Xiamen, Fujian 361005, China
  • [ 6 ] [Chen, Huo-Wang]School of Computer, National University of Defense Technology, Changsha 410073, China

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Source :

Chinese Journal of Computers

ISSN: 0254-4164

CN: 11-1826/TP

Year: 2009

Issue: 11

Volume: 32

Page: 3147-2156

Cited Count:

WoS CC 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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