Title :
A simulated annealing algorithm for single container loading problem
Author :
Wang Hongtao ; Wang Zhoujing ; Luo Jian
Author_Institution :
Dept. of Autom., Xiamen Univ., Xiamen, China
Abstract :
A three-dimensional single container loading problem (3D-CLP) is aimed to load kinds of rectangular boxes into a single container with maximal volume utilization. This paper presents a multi-stage search based simulated annealing algorithm (MSSA) for single container loading problem (3D-CLP). An approach for representation of feasible solution is presented. An empty maximal-space list is used to manage the free spaces and difference process is applied in space decomposition. For simulated annealing algorithm is an individual improve approach which rely on a large number of trials, a multi-stage search process is applied to improve accuracy. This approach is tested on the set of test cases proposed by Bischoff and Ratcliff [1], and a comparative result is presented.
Keywords :
containerisation; search problems; simulated annealing; 3D-CLP problem; Bischoff-Ratcliff case; difference process; empty maximal-space list; maximal volume utilization; multistage search based simulated annealing algorithm; rectangular box; space decomposition; three-dimensional single container loading problem; Containers; Cooling; Loading; Search problems; Simulated annealing; Temperature distribution; Temperature measurement; container loading problem; heuristics; multi-stage; simulated annealing;
Conference_Titel :
Service Systems and Service Management (ICSSSM), 2012 9th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-2024-6
DOI :
10.1109/ICSSSM.2012.6252298