Grammatical Evolution - Evolutionary Automatic Programming in an Arbitrary Language (Hardcover, 2003 ed.)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Genetic Programming, 4
Release date:	April 2003
First published:	2003
Authors:	Michael O'Neill • Conor Ryan
Dimensions:	235 x 155 x 15mm (L x W x T)
Format:	Hardcover
Pages:	144
Edition:	2003 ed.
ISBN-13:	978-1-4020-7444-8
Categories:	Books > Computing & IT > Computer programming > General Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	1-4020-7444-1
Barcode:	9781402074448

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