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Exact Algorithms for a Loading Problem with Bounded Clique Width.

Authors :
Moonen, Linda S.
Spieksma, Frits C. R.
Source :
INFORMS Journal on Computing; Fall2006, Vol. 18 Issue 4, p455-465, 11p, 4 Charts
Publication Year :
2006

Abstract

In this paper we discuss a special pallet-loading problem, which we encountered at a manufacturing company. In graph-theoretical terms, the problem is equivalent to partitioning a permutation graph into bounded-size cliques. We formulate the problem as an integer program, and present two exact algorithms for solving it. The first algorithm is a branch-and-price algorithm based on the integer-programming formulation; the second one is an algorithm based on the concept of bounded clique width. The latter algorithm was motivated by the structure present in the real-world instances. Test results are given, both for real-world instances and randomly generated instances. As far as we are aware, this is the first implementation of an algorithm based on bounded clique width. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10919856
Volume :
18
Issue :
4
Database :
Complementary Index
Journal :
INFORMS Journal on Computing
Publication Type :
Academic Journal
Accession number :
23580981
Full Text :
https://doi.org/10.1287/ijoc.1040.0124