Generating Optimal Stowage Plans for Container Vessel Bays
Research output: Journal Article or Conference Article in Journal › Conference article › Research › peer-review
Millions of containers are stowed every week with goods
worth billions of dollars, but container vessel stowage is an all but ne-
glected combinatorial optimization problem. In this paper, we introduce
a model for stowing containers in a vessel bay which is the result of prob-
ably the longest collaboration to date with a liner shipping company on
automated stowage planning. We then show how to solve this model ef-
ficiently in - to our knowledge - the first application of CP to stowage
planning using state-of-the-art techniques such as extensive use of global
constraints, viewpoints, static and dynamic symmetry breaking, decom-
posed branching strategies, and early failure detection. Our CP approach
outperforms an integer programming and column generation approach
in a preliminary study. Since a complete model of this problem includes
even more logical constraints, we believe that stowage planning is a new
application area for CP with a high impact potential.
worth billions of dollars, but container vessel stowage is an all but ne-
glected combinatorial optimization problem. In this paper, we introduce
a model for stowing containers in a vessel bay which is the result of prob-
ably the longest collaboration to date with a liner shipping company on
automated stowage planning. We then show how to solve this model ef-
ficiently in - to our knowledge - the first application of CP to stowage
planning using state-of-the-art techniques such as extensive use of global
constraints, viewpoints, static and dynamic symmetry breaking, decom-
posed branching strategies, and early failure detection. Our CP approach
outperforms an integer programming and column generation approach
in a preliminary study. Since a complete model of this problem includes
even more logical constraints, we believe that stowage planning is a new
application area for CP with a high impact potential.
Original language | English |
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Book series | Lecture Notes in Computer Science |
Pages (from-to) | 6-20 |
ISSN | 0302-9743 |
Publication status | Published - 2009 |
Event | Principles and Practice of Constraint Programming - CP2009 - Lisbon, Portugal Duration: 21 Sep 2009 → 24 Sep 2009 Conference number: 15 |
Conference
Conference | Principles and Practice of Constraint Programming - CP2009 |
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Number | 15 |
Country | Portugal |
City | Lisbon |
Period | 21/09/2009 → 24/09/2009 |
ID: 1003998