Grammatical Evolution

Evolutionary Automatic Programming in an Arbitrary Language

von Michael O'Neill, Conor Ryan

144 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Genetic Programming
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9781461350811
• Sprache: Englisch
• Erscheinungsdatum: 30.10.2012
• Größe: 23.5 x 15.5 cm
• Verlag: Springer US