Grammatical Evolution

Name: Grammatical Evolution
Brand: Springer-Verlag New York Inc.
SKU: 9781402074448
Price: 634.67 PLN
Availability: InStock

Evolutionary Automatic Programming in an Arbitrary Language

Autor: Michael O'Neill, Conor Ryan

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag New York Inc.

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Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language provides the firs...

Informacje o książce

Autor

Michael O'Neill, Conor Ryan

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2003

strony

144

EAN

9781402074448

ISBN

1402074441

Enbook ID

02774446

Wydawca

Springer-Verlag New York Inc.

Waga

410

Wymiary

160 x 241 x 15

Pełny opis

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. §Beginning with an overview of the necessary background material in Genetic Programming and Molecular Biology, Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language outlines the current state of the art in grammatical and genotype-phenotype-based approaches. Following a description of Grammatical Evolution and its application to a number of example problems, an in-depth analysis of the approach is conducted, focusing on areas such as the degenerate genetic code, wrapping, and crossover. The book continues with a description of hot topics in Grammatical Evolution and presents possible directions for future research.

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Grammatical Evolution

Evolutionary Automatic Programming in an Arbitrary Language

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