Self-Protection and Diversity in Self-Replicating Cellular Automata

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10 Citations (Scopus)

Abstract

The concept of self-protection, a capability of an organism to protect itself from exogenous attacks, is introduced into the design of artificial evolutionary systems as a possible method to create and maintain diversity in the population. Three different mechanisms of self-protection are considered and implemented on a cellular-automaton-based evolutionary system, the evoloop. Simulation results imply a positive effect of those mechanisms on diversity maintenance, especially when the self-protection is moderate so that it conserves both the attacker and the attacked. This letter briefly reports the models and the simulation results obtained using those models.

Original languageEnglish
Pages (from-to)83-98
Number of pages16
JournalArtificial Life
Volume10
Issue number1
DOIs
Publication statusPublished - 2004 Dec
Externally publishedYes

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Keywords

  • Cellular automata
  • Diversity
  • Evoloop
  • Self-protection
  • Self-replication

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Artificial Intelligence

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