Examining Mutation Landscapes In Grammar Based Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{murphy:2011:EuroGP,
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author = "Eoin Murphy and Michael O'Neill and Anthony Brabazon",
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title = "Examining Mutation Landscapes In Grammar Based Genetic
Programming",
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booktitle = "Proceedings of the 14th European Conference on Genetic
Programming, EuroGP 2011",
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year = "2011",
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month = "27-29 " # apr,
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editor = "Sara Silva and James A. Foster and Miguel Nicolau and
Mario Giacobini and Penousal Machado",
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series = "LNCS",
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volume = "6621",
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publisher = "Springer Verlag",
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address = "Turin, Italy",
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pages = "130--141",
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organisation = "EvoStar",
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note = "Best paper",
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keywords = "genetic algorithms, genetic programming, grammatical
evolution",
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isbn13 = "978-3-642-20406-7",
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DOI = "doi:10.1007/978-3-642-20407-4_12",
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abstract = "Representation is a very important component of any
evolutionary algorithm. Changing the representation can
cause an algorithm to perform very differently. Such a
change can have an effect that is difficult to
understand. This paper examines what happens to the
grammatical evolution algorithm when replacing the
commonly used context-free grammar representation with
a tree-adjunct grammar representation. We model the
landscapes produced when using integer flip mutation
with both representations and compare these landscapes
using visualisation methods little used in the field of
genetic programming.",
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notes = "TAG3P Part of \cite{Silva:2011:GP} EuroGP'2011 held in
conjunction with EvoCOP2011 EvoBIO2011 and
EvoApplications2011",
- }
Genetic Programming entries for
Eoin Murphy
Michael O'Neill
Anthony Brabazon
Citations