Genotype-phenotype mapping in dynamic environments with grammatical evolution
|Title:||Genotype-phenotype mapping in dynamic environments with grammatical evolution||Authors:||Fagan, David||Permanent link:||http://hdl.handle.net/10197/3602||Date:||12-Jul-2011||Online since:||2012-05-10T14:29:56Z||Abstract:||The application of a genotype-phenotype mapping in Evolutionary Computation is not a new idea, however, how this mapping process is interpreted, and implemented varies wildly. In the majority of cases a very simple abstraction of the biological genotype-phenotype mapping is used, but as our understanding of this process increases, the deficiencies in current approaches become more evident. In this paper, an outline of what approaches have been taken in the investigation of the genotype-phenotype map in Grammatical Evolution are presented and an outline of proposed future work is introduced.||Funding Details:||Science Foundation Ireland||Type of material:||Conference Publication||Publisher:||ACM||Copyright (published version):||2011 ACM||Keywords:||Genetic programming; Grammatical evolution; Genotype-phenotype map; Dynamic environment||Subject LCSH:||Genetic programming (Computer science)
|DOI:||10.1145/2001858.2002091||Other versions:||http://dx.doi.org/10.1145/2001858.2002091||Language:||en||Status of Item:||Peer reviewed||Is part of:||GECCO '11 : Proceedings of the 13th annual conference companion on Genetic and evolutionary computation||Conference Details:||GECCO 2011, ACM Genetic and Evolutionary Computation Conference, Graduate Student Workshop, Dublin, Ireland, 12-16th July, 2011||ISBN:||978-1-4503-0690-4|
|Appears in Collections:||Computer Science Research Collection|
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