Grammatical Evolution : Evolutionary Automatic Programming in an Arbitrary Language PDF
by Michael O'Neill, Conor Ryan
Part of the Genetic Programming series
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Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language provides the first comprehensive introduction to Grammatical Evolution, a novel approach to Genetic Programming that adopts principles from molecular biology in a simple and useful manner, coupled with the use of grammars to specify legal structures in a search. Grammatical Evolution's rich modularity gives a unique flexibility, making it possible to use alternative search strategies - whether evolutionary, deterministic or some other approach - and to even radically change its behavior by merely changing the grammar supplied. This approach to Genetic Programming represents a powerful new weapon in the Machine Learning toolkit that can be applied to a diverse set of problem domains.
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- Format:PDF
- Publisher:Springer US
- Publication Date:06/12/2012
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- ISBN:9781461504474
Information
-
Download Now
- Format:PDF
- Publisher:Springer US
- Publication Date:06/12/2012
- Category:
- ISBN:9781461504474
