Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language: 4 (Genetic Programming, 4) - Tapa dura

Ryan, Conor; O’Neill, Michael

 
9781402074448: Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language: 4 (Genetic Programming, 4)
Tapa dura
ISBN 10: 1402074441 ISBN 13: 9781402074448
Editorial: Springer, 2003

Sinopsis

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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Críticas

From the reviews:

"This is the first book written on grammatical evolution, a new technique that is receiving increasing attention and use. Therefore, the book fulfills an important role ... . The book contains a good description of grammatical evolution ... . ‘Grammatical Evolution’ should be useful for specialists and Ph.D. students in the field of grammatical evolution and genetic programming, and people working in artificial intelligence and genetic algorithms in general. We would advise it as a good resource for university libraries." (Manuel Alfonseca and Alfonso Ortega, Genetic programming and Evolvable Machines, Vol. 5, 2004)

Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2003
Idioma
Inglés
ISBN 10 
1402074441
ISBN 13 
9781402074448
Encuadernación
Tapa dura
Número de páginas
164
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9781461350811: Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language: 4 (Genetic Programming)

Edición Destacada

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