Evolution of non-uniform cellular automata using a genetic algorithm: diversity and computation

  • Authors:

  • Forrest Sondahl;William Rand

  • Affiliations:

  • Northwestern University, Evanston, IL;Northwestern University, Evanston, IL

  • Venue:
  • Proceedings of the 9th annual conference on Genetic and evolutionary computation
  • Year:
  • 2007

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Abstract

We used a genetic algorithm to evaluate the cost / benefit of diversity in evolving sets of rules for non-uniform cellular automata solving the density classification problem.