Genotype-phenotype mapping implications for genetic programming representation: Commentary on ``On the mapping of genotype to phenotype in evolutionary algorithms'' by Peter A. Whigham, Grant Dick, and James Maclaurin
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- @Article{Ekart:2017:GPEM,
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author = "Aniko Ekart and Peter R. Lewis",
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title = "Genotype-phenotype mapping implications for genetic
programming representation: Commentary on ``On the
mapping of genotype to phenotype in evolutionary
algorithms'' by {Peter A. Whigham, Grant Dick, and
James Maclaurin}",
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journal = "Genetic Programming and Evolvable Machines",
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year = "2017",
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volume = "18",
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number = "3",
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pages = "369--372",
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month = sep,
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note = "Special Peer Commentary on Mapping of Genotype to
Phenotype in Evolutionary Algorithms",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1389-2576",
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DOI = "doi:10.1007/s10710-017-9291-2",
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size = "4 pages",
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abstract = "Here we comment on the article On the mapping of
genotype to phenotype in evolutionary algorithms, by
Peter A. Whigham, Grant Dick, and James Maclaurin
\cite{Whigham:2017:GPEM}. The article reasons about
analogies from molecular biology to evolutionary
algorithms and discusses conditions for biological
adaptations in the context of grammatical evolution,
which provide a useful perspective to GP practitioners.
However, the connection of the listed implications for
GP is not sufficiently convincing for the reader .
Therefore this commentary will (1) examine the proposed
principles one by one, challenging the authors to
provide more supporting evidence where felt that this
was needed, and (2) propose a methodical way to GP
practitioners to apply these principles when designing
GP representations.",
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notes = "Introduction in \cite{Spector:2017:GPEM}
An author's reply to this comment is available at
http://dx.doi.org/10.1007/s10710-017-9289-9
\cite{Whigham:2017:GPEM2}.
This comment refers to the article available at:
http://dx.doi.org/10.1007/s10710-017-9288-x
\cite{Whigham:2017:GPEM}.",
- }
Genetic Programming entries for
Aniko Ekart
Peter R Lewis
Citations