The Effect of Plagues in Genetic Programming: A Study of Variable-Size Populations

  • Francisco Fernandez
  • Leonardo Vanneschi
  • Marco Tomassini
Conference paper

DOI: 10.1007/3-540-36599-0_29

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2610)
Cite this paper as:
Fernandez F., Vanneschi L., Tomassini M. (2003) The Effect of Plagues in Genetic Programming: A Study of Variable-Size Populations. In: Ryan C., Soule T., Keijzer M., Tsang E., Poli R., Costa E. (eds) Genetic Programming. EuroGP 2003. Lecture Notes in Computer Science, vol 2610. Springer, Berlin, Heidelberg

Abstract

A study on the effect of variable size populations in genetic programming is presented in this work.We apply the idea of plague (high desease of individuals).We show that although plagues are generally considered as negative events, they can help populations to save computing time and at the same time surviving individuals can reach high peaks in the fitness landscape.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2003

Authors and Affiliations

  • Francisco Fernandez
    • 1
  • Leonardo Vanneschi
    • 2
  • Marco Tomassini
    • 2
  1. 1.Computer Science DepartmentCentro Universitario de MeridaUniversity of ExtremaduraMeridaSpain
  2. 2.Computer Science InstituteUniversity of LausanneLausanneSwitzerland

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