A Weight Annealing Algorithm for Solving Two-dimensional Bin Packing Problems

被引:5
|
作者
Loh, Kok-Hua [1 ]
Golden, Bruce [2 ]
Wasil, Edward [3 ]
机构
[1] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 639798, Singapore
[2] Univ Maryland, Dept Decis & Informat Technol, Robert H Smith Sch Business, College Pk, MD 20742 USA
[3] Amer Univ, Kogod Sch Business, Washington, DC 20016 USA
关键词
Two-dimensional bin packing; weight annealing; heuristics;
D O I
10.1007/978-0-387-88843-9_7
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Weight annealing is a metaheuristic that has been recently proposed in the physics literature. We develop a weight annealing-based algorithm for solving four variants of the two-dimensional bin packing problem. We apply our algorithm to 500 benchmark instances and find that it quickly produces very high-quality solutions that are comparable to the best published results.
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页码:121 / +
页数:3
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