A Binary Cuckoo Search Algorithm for Solving the Set Covering Problem

  • Ricardo Soto
  • Broderick Crawford
  • Rodrigo Olivares
  • Jorge Barraza
  • Franklin Johnson
  • Fernando Paredes
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9108)

Abstract

The non-unicost set covering problem is a classical optimization benchmark that belongs to the Karp’s 21 NP-complete problems. In this paper, we present a new approach based on cuckoo search for solving such problem. Cuckoo search is a modern nature-inspired metaheuristic that has attracted much attention due to its rapid convergence and easy implementation. We illustrate interesting experimental results where the proposed cuckoo search algorithm reaches several global optimums for the non-unicost instances from the OR-Library.

Keywords

Set Covering Problem Metaheuristics Cuckoo Search 

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Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • Ricardo Soto
    • 1
    • 2
    • 3
  • Broderick Crawford
    • 1
    • 4
    • 5
  • Rodrigo Olivares
    • 1
  • Jorge Barraza
    • 1
  • Franklin Johnson
    • 6
  • Fernando Paredes
    • 7
  1. 1.Pontificia Universidad Católica de ValparaísoValparaisoChile
  2. 2.Universidad Autónoma de ChileSantiagoChile
  3. 3.Universidad Central de ChileSantiagoChile
  4. 4.Universidad Finis TerraeSantiagoChile
  5. 5.Universidad San SebastiánBío BíoChile
  6. 6.Universidad de Playa AnchaValparaísoChile
  7. 7.Escuela de Ingeniería IndustrialUniversidad Diego PortalesSantiagoChile

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