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On the use of Gene Dependency to Avoid Deceptive Traps
Author(s)
Date Issued
2002-07-13
Date Available
2017-01-23T12:26:51Z
Abstract
THis paper presents a new approach to the field of genetic algorithms, basedon the indroduction of dependency between genes, as inspired by Grammatical Evolution. A system based on that approach, LINKGUAGE, is presented, and results reported show how the dependency between genes creates a tight linkage, guiding the system to success on hard deceptive linkage problems.
Type of Material
Conference Publication
Publisher
AAAI
Web versions
Language
English
Status of Item
Peer reviewed
Journal
Langdon, W.B., Cantu-Paz, E., Mathias, K.E., Roy, R., Davis, D., Poli, R., Balakrishnan and K., Honavar, V. Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference (2002)
Conference Details
Genetic and Evolutionary Computation Conference (GECCO 2002), New York, USA, 9-13 July 2002
This item is made available under a Creative Commons License
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nicolau02c.pdf
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108.17 KB
Format
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