Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language - Couverture rigide

O'Neill, Michael; Ryan, Conor

 
9781402074448: Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language

Synopsis

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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Autres éditions populaires du même titre

9781461350811: Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language

Edition présentée

ISBN 10 :  1461350816 ISBN 13 :  9781461350811
Editeur : Springer, 2012
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