Exact Algorithms for a Loading Problem with Bounded Clique Width

  • Authors:
  • Linda S. Moonen;Frits C. R. Spieksma

  • Affiliations:
  • Research Center for Operations Research and Business Statistics (ORSTAT), Katholieke Universiteit Leuven, Naamsestraat69, B-3000 Leuven, Belgium;Research Center for Operations Research and Business Statistics (ORSTAT), Katholieke Universiteit Leuven, Naamsestraat69, B-3000 Leuven, Belgium

  • Venue:
  • INFORMS Journal on Computing
  • Year:
  • 2006

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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.