On the use of Gene Dependency to Avoid Deceptive Traps
|Title:||On the use of Gene Dependency to Avoid Deceptive Traps||Authors:||Nicolau, Miguel
|Permanent link:||http://hdl.handle.net/10197/8296||Date:||13-Jul-2002||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||Keywords:||Genetic algorithms;Grammatical evolution||Language:||en||Status of Item:||Peer reviewed||Is part of:||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|
|Appears in Collections:||Business Research Collection|
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