Multi-objective Russian Doll search

  • Authors:
  • Emma Rollon;Javier Larrosa

  • Affiliations:
  • Universitat Politecnica de Catalunya, Barcelona, Spain;Universitat Politecnica de Catalunya, Barcelona, Spain

  • Venue:
  • AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
  • Year:
  • 2007

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Abstract

Russian Doll Search (RDS) is a well-known algorithm for combinatorial optimization. In this paper we extend it from mono-objective to multi-objective optimization. We demonstrate its practical applicability in the challenging multiple-orbit SPOT5 instances. Besides being much more efficient than any other alternatives, multi-objective RDS can solve an instance which could not have been solved previously.