bokomslag Grammatical Evolution
Data & IT

Grammatical Evolution

Michael O'Neill Conor Ryan

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  • 144 sidor
  • 2012
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.
  • Författare: Michael O'Neill, Conor Ryan
  • Format: Pocket/Paperback
  • ISBN: 9781461350811
  • Språk: Engelska
  • Antal sidor: 144
  • Utgivningsdatum: 2012-10-30
  • Förlag: Springer-Verlag New York Inc.