The Bin Packing Problem with Precedence Constraints

被引:28
作者
Dell'Amico, Mauro [1 ]
Diaz, Jose Carlos Diaz [1 ]
Iori, Manuel [1 ]
机构
[1] Univ Modena & Reggio Emilia, DISMI, I-42122 Reggio Emilia, Italy
关键词
FAST LOWER BOUNDS; EXACT ALGORITHMS; CONFLICTS;
D O I
10.1287/opre.1120.1109
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Given a set of identical capacitated bins, a set of weighted items, and a set of precedences among such items, we are interested in determining the minimum number of bins that can accommodate all items and can be ordered in such a way that all precedences are satisfied. The problem, denoted as the bin packing problem with precedence constraints (BPP-P), has a very intriguing combinatorial structure and models many assembly and scheduling issues. According to our knowledge, the BPP-P has received little attention in the literature, and in this paper we address it for the first time with exact solution methods. In particular, we develop reduction criteria, a large set of lower bounds, a variable neighborhood search upper bounding technique, and a branch-and-bound algorithm. We show the effectiveness of the proposed algorithms by means of extensive computational tests on benchmark instances and comparison with standard integer linear programming techniques. Subject classifications: bin packing problem; precedence constraints; branch-and-bound. Area of review: Optimization. History: Received May 2010; revisions received May 2011, September 2011; accepted November 2011. Published online in Articles in Advance November 20, 2012.
引用
收藏
页码:1491 / 1504
页数:14
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