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

Bowers, Christopher (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.

Item Type: Book Section
Additional Information:

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

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Uncontrolled 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
Divisions: Academic Departments > Worcester Business School
Depositing User: Christopher Bowers
Date Deposited: 06 Mar 2015 14:11
Last Modified: 06 Mar 2015 14:30
URI: https://eprints.worc.ac.uk/id/eprint/3629

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