Examining grammars and grammatical evolution in dynamic environments

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Title: Examining grammars and grammatical evolution in dynamic environments
Authors: Murphy, Eoin
Permanent link: http://hdl.handle.net/10197/3527
Date: 12-Jul-2011
Abstract: This paper is concerned with the effect of the grammar type on grammatical evolution when evolving in dynamic environments. Both representation and dynamic environments have been recognised as important open issues in the field of genetic programming. This paper outlines the need for further study on both topics in the context of grammatical evolution, suggesting further inspiration be taken from nature in an attempt to improve the representations available to grammatical evolution. The research undertaken to date is listed, along with the future work to be completed.
Funding Details: Science Foundation Ireland
Type of material: Conference Publication
Publisher: ACM
Copyright (published version): 2011 ACM
Keywords: Genetic programmingGrammatical evolutionDynamic environmentsRepresentation
Subject LCSH: Evolutionary computation
Genetic programming (Computer science)
DOI: 10.1145/2001858.2002090
Other versions: http://dx.doi.org/10.1145/2001858.2002090
Language: en
Status of Item: Peer reviewed
Is part of: GECCO '11 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, Dublin, Ireland, 12-16, July 2011
Conference Details: Presented at GECCO '11, the 13th annual conference companion on Genetic and evolutionary computation, Dublin, Ireland, 12-16, July 2011
ISBN: 978-1-4503-0690-4
Appears in Collections:Computer Science Research Collection
CASL Research Collection

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