Browsing by Author "Hill, Seamus"
Now showing items 1-9 of 9
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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 ... -
Analysing the impact of dimensionality on diversity in a multi-layered Genotype-Phenotype mapped genetic algorithm
Hill, Seamus; O'Riordan, Colm (IEEE, 2013-06-20)This paper examines the impact of changes in dimensionality on a multi-layered genotype-phenotype mapped GA. To gain an understanding of the impact we carry out a series of experiments on a number of well understood ... -
Biometric identities and e-government services.
Scott, Murray; Hill, Seamus; Acton, Thomas; Hughes, Martin (IGI Global, 2006)Governments are using the Internet and e-commerce technologies to provide public services to their citizens (Watson & Mundy, 2001). In so doing, governments aim to form better relationships with businesses and citizens by ... -
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 ... -
Examining the use of a non-trivial fixed genotype-phenotype mapping in genetic algorithms to induce phenotypic variability over deceptive uncertain landscapes
Hill, Seamus; O'Riordan, Colm (IEEE, 2011-06-05)In nature, living organisms can be viewed as the product of their genotype-phenotype mapping (GP-map). This paper presents a GP-map loosely based on the biological phe- nomena of transcription and translation, to create 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 ... -
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 ... -
Unsupervised method to analyze playing styles of EPL teams using ball possession-position data
Verma, Pranav; Sudharsan, Bharath; Chakravarthi, Bharathi Raja; O'Riordan, Colm; Hill, Seamus (IEEE, 2020-03-06)In the English Premier League (EPL) matches, a network of advanced systems gathers sports data in real-time to build a possession-position dataset. In this work, data fields from the sophisticated raw possession-position ...