Three-stage heuristic algorithm for three-dimensional irregular packing problem

被引:16
|
作者
Wu, Hongteng [1 ]
Leung, Stephen C. H. [2 ]
Si, Yain-whar [3 ]
Zhang, Defu [1 ]
Lin, Adi [1 ]
机构
[1] Xiamen Univ, Dept Comp Sci, Xiamen 361005, Peoples R China
[2] City Univ Hong Kong, Dept Management Sci, Hong Kong, Hong Kong, Peoples R China
[3] Univ Macau, Dept Comp & Informat Sci, Macau, Peoples R China
基金
中国国家自然科学基金;
关键词
Packing; Irregular packing problem; Three-stage heuristic algorithms; COLUMN GENERATION STRATEGY; TABU SEARCH ALGORITHM; CONTAINER PACKING;
D O I
10.1016/j.apm.2016.09.018
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper studies a new practical problem which can be decomposed into three three-dimensional packing problems: three-dimensional irregular packing with variable-size cartons problem, three-dimensional variable-size bin packing problem, and the single container loading problem. Since the three sub-problems are NP-hard, searching a good solution becomes more difficult. In this paper, mathematical models of each sub-problem are developed and three-stage heuristic algorithms are proposed to solve this new problem. Experiments are conducted with random instances generated by real-life case. Computational results indicate that the proposed algorithm is efficient and can yield satisfactory results. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:431 / 444
页数:14
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