DocumentCode :
2843319
Title :
Ant colony optimization algorithm based on space division for container loading problem
Author :
Wang, Li ; Zhang, Hui ; Xiong, Yan ; Li, Dawei
Author_Institution :
Sch. of Inf. & Electron. Eng., Univ. of Sci. & Technol. Liaoning, Anshan, China
fYear :
2010
fDate :
26-28 May 2010
Firstpage :
3448
Lastpage :
3451
Abstract :
This paper studies container loading optimization problem. This problem is a subset of rectangular boxes loaded into a rectangular container with fixed dimensions such that maximize container´s utilization ratio. A mathematical model is given. Some principles which include space division, space merger, residual subspace omitted and loading rule are presented. A hybrid algorithm which integrate ant colony optimization algorithm with above principles is used to solve the container loading problem. The simulation results show that the model and the algorithm are effective.
Keywords :
bin packing; computational complexity; optimisation; ant colony optimization algorithm; container loading problem; container utilization ratio; mathematical model; rectangular container; residual subspace; space division; Ant colony optimization; Containers; Ant Colony Optimization Algorithm; Container Loading Problem; Space Division; Space Utilization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
Type :
conf
DOI :
10.1109/CCDC.2010.5498563
Filename :
5498563
Link To Document :
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