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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Grammatical Evolution
• Subtitle: Evolutionary Automatic Programming in an Arbitrary Language
• Author: Michael O'Neill, Conor Ryan
• Language: English
• Binding: Paperback
• Number of pages: 144
• EAN: 9781461350811
• ISBN: 1461350816
• ID: 06796203
• Publisher: Springer, Berlin
• Weight: 260 g
• Dimensions: 235 × 155 × 9 mm
• Date of publishing: 02. August 2013

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