Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language
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Book Overview
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.
Format:Paperback
Language:English
ISBN:1461350816
ISBN13:9781461350811
Release Date:October 2012
Publisher:Springer
Length:144 Pages
Weight:0.53 lbs.
Dimensions:0.3" x 6.1" x 9.2"
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