DocumentCode :
465913
Title :
A Simple Meta-heuristic Approach for the Multiple Container Loading Problem
Author :
Takahara, Shigeyuki
Author_Institution :
Kagawa Prefectural Ind. Technol. Center, Takamatsu
Volume :
3
fYear :
2006
fDate :
8-11 Oct. 2006
Firstpage :
2328
Lastpage :
2333
Abstract :
The multiple container loading problem means that a set of boxes should be placed into one or more containers so that the required container space is minimized. In this paper this problem is solved by a simple meta-heuristic approach using a greedy algorithm, which is based on first-fit concept. This algorithm determines arrangement of each box according to a sequence of boxes. The sequence is altered by using a simple meta-heuristics, such as local search and simulated annealing. The practical constraints like load stability is taken into account. The effectiveness of the proposed approach is shown by comparing the results obtained several other approaches for the multiple container loading problem.
Keywords :
bin packing; boxes; greedy algorithms; loading; search problems; simulated annealing; first-fit concept; greedy algorithm; meta-heuristic approach; multiple container loading problem; Containers; Cybernetics; Greedy algorithms; Heuristic algorithms; Performance analysis; Simulated annealing; Stability; Transportation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
Type :
conf
DOI :
10.1109/ICSMC.2006.385210
Filename :
4274216
Link To Document :
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