Mathematical programming algorithms for bin packing problems with item fragmentation

被引:22
|
作者
Casazza, Marco [1 ]
Ceselli, Alberto [1 ]
机构
[1] Univ Milan, Dipartimento Informat, OptLab, I-26013 Crema, CR, Italy
关键词
Bin packing; Item fragmentation; Mathematical programming; Branch-and-price;
D O I
10.1016/j.cor.2013.12.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper we consider a class of bin packing problems from the literature having the following distinctive feature: items may be fragmented at a price. Problems of this kind arise in diverse application fields like logistics and telecommunications, and have already been extensively tackled from an approximation point of view. We focus on the case in which splitting produces no overhead, a fixed number of bins is given and the number of fragments or fragmentations needs to be minimized. We first investigate the theoretical properties of the problem. Then we elaborate on them to devise mathematical programming models and algorithms, yielding both exact optimization algorithms and effective heuristics. An extensive experimental campaign proves that our approach is very effective, and highlights which features make an instance computationally harder to solve. (C) 2013 Elsevier Ltd. All rights reserved.
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页码:1 / 11
页数:11
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