Genotype-phenotype mapping in dynamic environments with grammatical evolution

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Title: Genotype-phenotype mapping in dynamic environments with grammatical evolution
Authors: Fagan, David
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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 programmingGrammatical evolutionGenotype-phenotype mapDynamic environment
Subject LCSH: Genetic programming (Computer science)
Evolutionary computation
DOI: 10.1145/2001858.2002091
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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
CASL Research Collection

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