Grammatical Evolution

Name: Grammatical Evolution
SKU: 2052953
Price: 398.99 AUD
Availability: InStock

Evolutionary Automatic Programming in an Arbitrary Language

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Format:

Hardback

Series:

Genetic Programming

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Description

This title provides a comprehensive introduction to grammatical evolution, an 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 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, this work outlines the 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 the subject and presents possible directions for future research.

Release date Australia

May 31st, 2003

Author

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational
Undergraduate

Illustrations

XVI, 144 p.

Pages

144

Series

Genetic Programming

Dimensions

156x234x11

ISBN-13

9781402074448

Product ID

2052953

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