Evolutionary algorithms and synthetic biology for directed evolution: 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{Kell:2017:GPEM,
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author = "Douglas B. Kell",
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title = "Evolutionary algorithms and synthetic biology for
directed evolution: 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 = "373--378",
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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, Grammatical
Evolution, Directed evolution, Synthetic biology,
Navigating search spaces, Intelligent operators",
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ISSN = "1389-2576",
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DOI = "doi:10.1007/s10710-017-9292-1",
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size = "6 page",
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abstract = "I rehearse two issues around the commentary of Whigham
and colleagues. (1) There really are many more reasons
than those given as to why natural evolution cannot
reasonably find or select the optimal individual. (2) A
series of experimental molecular biology programmes,
known generically as directed evolution, can use
operators and selection schemes that natural evolution
cannot. When developed further using the methods of
synthetic biology, there are no operators or schemes
for in silico evolution that cannot be applied
precisely to directed evolution. The issues raised
apply only to natural evolution but not to directed
evolution.",
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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
Douglas B Kell
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