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

Alberto Delgado*, Rune Møller Jensen, Kira Janstrup, Trine Høyer Rose, Kent Høj Andersen

*Corresponding author for this work
101 Citations (Scopus)

Abstract

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.

Original languageEnglish
JournalEuropean Journal of Operational Research
Volume220
Issue number1
Pages (from-to)251-261
Number of pages11
ISSN0377-2217
DOIs
Publication statusPublished - 1 Jul 2012
Externally publishedYes

Keywords

  • Constraint Programming
  • Container vessel stowage planning
  • Integer Programming
  • Slot planning

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