Cartesian Genetic Programming: Why No Bloat?
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{turner:2014:EuroGP,
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author = "Andrew Turner and Julian Miller",
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title = "Cartesian Genetic Programming: Why No Bloat?",
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booktitle = "17th European Conference on Genetic Programming",
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year = "2014",
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editor = "Miguel Nicolau and Krzysztof Krawiec and
Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and
Juan J. Merelo and Victor M. {Rivas Santos} and
Kevin Sim",
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series = "LNCS",
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volume = "8599",
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publisher = "Springer",
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pages = "222--233",
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address = "Granada, Spain",
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month = "23-25 " # apr,
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming, Cartesian
Genetic Programming: poster",
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isbn13 = "978-3-662-44302-6",
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URL = "http://www.andrewjamesturner.co.uk/files/EuroGP2014.pdf",
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DOI = "doi:10.1007/978-3-662-44303-3_19",
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size = "12 pages",
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abstract = "For many years now it has been known that Cartesian
Genetic Programming (CGP) does not exhibit program
bloat. Two possible explanations have been proposed in
the literature: neutral genetic drift and length bias.
We empirically disprove both of these and thus, reopens
the question as to why CGP does not suffer from bloat.
It has also been shown for CGP that using a very large
number of nodes considerably increases the
effectiveness of the search. we propose a new
explanation as to why this may be the case.",
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notes = "Poster:
http://andrewjamesturner.co.uk/files/EuroGPposter.pdf
Part of \cite{Nicolau:2014:GP} EuroGP'2014 held in
conjunction with EvoCOP2014, EvoBIO2014, EvoMusArt2014
and EvoApplications2014",
- }
Genetic Programming entries for
Andrew James Turner
Julian F Miller
Citations