English, Article, Journal or magazine article edition: Exploiting Fitness Distance Correlation of Set Covering Problems Markus Finger; Thomas Stützle; Helena Ramalhinho-Lourenço

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Bookmark: http://trove.nla.gov.au/version/153887
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • Exploiting Fitness Distance Correlation of Set Covering Problems
Author
  • Markus Finger
  • Thomas Stützle
  • Helena Ramalhinho-Lourenço
Physical Description
  • preprint
Notes
  • The set covering problem is an NP-hard combinatorial optimization problem that arises in applications ranging from crew scheduling in airlines to driver scheduling in public mass transport. In this paper we analyze search space characteristics of a widely used set of benchmark instances through an analysis of the fitness-distance correlation. This analysis shows that there exist several classes of set covering instances that have a largely different behavior. For instances with high fitness distance correlation, we propose new ways of generating core problems and analyze the performance of algorithms exploiting these core problems.
  • Set covering, iterated local search
  • RePEc:upf:upfgen:582
Language
  • English
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