Browsing College of Engineering and Informatics by Subject "Neutrality"

Now showing items 1-4 of 4

    • Altering the granularity of neutrality in a multi-layered genetic algorithm 

      Hill, Seamus; O'Riordan, Colm (SciTePress Digital Library, 2014)
      By adopting a basic interpretation of the biological processes of transcription and translation, the multilayered GA (MGA) introduces a genotype-phenotype mapping for a haploid genotype, which allows the granularity of the ...

    • 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 ...

    • Neutrality through transcription and translation in genetic algorithm representation 

      Hill, Seamus; O'Riordan, Colm (SciTePress Digital Library, 2012-10-05)
      This paper examines the use of the biological concepts of transcription and translation, to introduce neutrality into the representation of a genetic algorithm (GA). The aim of the paper is to attempt to identify problem ...