The Importance of Search Space Dimensionality in a Computational Model of Embryogeny.

Bowers, Christopher

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Bowers, Christopher ORCID: https://orcid.org/0000-0002-5076-512X (2009) The Importance of Search Space Dimensionality in a Computational Model of Embryogeny. In: IEEE Congress on Evolutionary Computation, 2009. CEC '09. IEEE, Piscataway, USA, pp. 3207-3212. ISBN Print: 978-1-4244-2958-5 Online: 978-1-4244-2959-2

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Abstract:

This paper investigates the role of genotypic search space dimensionality on the behaviour and characteristics of a computational model of embryogeny. By varying genome length, it is shown that genotype dimensionality can have an impact on the performance of an evolutionary process and the origins of this are discussed. Observed characteristics of robustness, scalability and modularity are shown to be retained.

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Paper presented at the IEEE Congress on Evolutionary Computation, 2009. CEC '09 held at Trondheim, 18th-21st May, 2009.

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Uncontrolled Discrete Keywords:

embryogeny, evolutionary process, genome length, genotype, search space dimentionality

Subjects:

Q Science > QA Mathematics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software

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College of Business, Psychology and Sport > Worcester Business School

Academic Schools:

Worcester Business School

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