Investigating Degenerate Code and Gene Dependency in the GAuGE System

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Title: Investigating Degenerate Code and Gene Dependency in the GAuGE System
Authors: Nicolau, Miguel
Auger, Anne
Ryan, Conor
Permanent link: http://hdl.handle.net/10197/8295
Date: 16-Jul-2003
Abstract: This paper explores the topics of gene dependency and degenerate code, and their combined effect in the GAuGE system, a recently introduced position-independent genetic algorithm. To do so, a simulation was used to calculate the average position specifications of all genotype individuals, and the effect of degnerate code on these averages. The results obtained so far suggest that the introduction of degenerate code loosens the dependency between the position coding genes in each individual.
Type of material: Conference Publication
Publisher: AAAI
Keywords: Genetic algorithms;Grammatical evolution
Language: en
Status of Item: Peer reviewed
Is part of: Cantu-Paz, E., Foster, J.A., Deb, K., Davis, L., Roy, R., O'Reilly, U.M., Beyer, H.G., Standish, R.K., Kendall, G., Wilson, S.W., Harman, M., Wegener, J., Dasgupta, D., Potter, M.A., Schultz, A.C., Dowsland, K.A., Jonosk, N. and Miller, J.F. (eds.). Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference 2003
Conference Details: The 2003 Genetic and Evolutionary Computation Conference -(GECCO 2003): The 2nd Grammatical Evolution Workshop (GEWS 2003), Chicago, Ilinois, USA, 12-16 July 2003
Appears in Collections:Business Research Collection

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