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Investigating Degenerate Code and Gene Dependency in the GAuGE System
Author(s)
Date Issued
2003-07-16
Date Available
2017-01-20T15:29:32Z
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
Language
English
Status of Item
Peer reviewed
Journal
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
This item is made available under a Creative Commons License
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nicolau03b.pdf
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Format
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