Now showing items 1-3 of 3

  • Diversifying techniques and neutrality in genetic algorithms 

    Hill, Seamus; O'Riordan, Colm (SciTePress Digital Library, 2016)
    This paper examines the implicit maintenance of diversity within a population through the inclusion of a layered genotype-phenotype map (GP-map) in a Genetic Algorithm (GA), based on the principal of Neutral theory. The ...
  • Examining the impact of neutrality on genetic algorithm population evolution 

    Hill, Seamus; O'Riordan, Colm (SciTePress Digital Library, 2015-11-12)
    This paper examines the introduction of neutrality as proposed by Kimura (Kimura, 1968) into the genotype-phenotype mapping of a Genetic Algorithm (GA). The paper looks at the evolution of both a simple GA (SGA) and a ...
  • A genetic algorithm with a multi-layered genotype-phenotype mapping 

    Hill, Seamus; O'Riordan, Colm (SciTePress Digital Library, 2010-08-24)
    In this paper we investigate the introduction of a multiple-layer genotype-phenotype mapping to a Genetic Algorithm (GA) which attempts to mimic more closely, the effects of nature. The motivation for introducing multiple-layers ...