A Constraint Programming model for fast optimal stowage of container vessel bays

被引:95
作者
Delgado, Alberto [1 ]
Jensen, Rune Moller [1 ]
Janstrup, Kira [2 ]
Rose, Trine Hoyer [2 ]
Andersen, Kent Hoj [3 ]
机构
[1] IT Univ Copenhagen, DK-2300 Copenhagen S, Denmark
[2] Univ Copenhagen, DK-2100 Copenhagen O, Denmark
[3] Aarhus Univ, DK-8000 Aarhus, Denmark
关键词
Container vessel stowage planning; Slot planning; Constraint Programming; Integer Programming;
D O I
10.1016/j.ejor.2012.01.028
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Container vessel stowage planning is a hard combinatorial optimization problem with both high economic and environmental impact. We have developed an approach that often is able to generate near-optimal plans for large container vessels within a few minutes. It decomposes the problem into a master planning phase that distributes the containers to bay sections and a slot planning phase that assigns containers of each bay section to slots. In this paper, we focus on the slot planning phase of this approach and present a Constraint Programming and Integer Programming model for stowing a set of containers in a single bay section. This so-called slot planning problem is NP-hard and often involves stowing several hundred containers. Using state-of-the-art constraint solvers and modeling techniques, however, we were able to solve 90% of 236 real instances from our industrial collaborator to optimality within 1 second. Thus, somewhat to our surprise, it is possible to solve most of these problems optimally within the time required for practical application. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:251 / 261
页数:11
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