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Grammatical Evolution

Michael O'Neill
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      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.
      Format: Paperback / softback CONTRIBUTORS: Michael O'Neill EAN: 9781461350811 COUNTRY: United States PAGES: WEIGHT: 261 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2012-10-30 CITY: GENRE: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Computer Science WIDTH: 155 cm SPINE:

      Book Themes:

      Computer science, Mathematical theory of computation, Artificial intelligence

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      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.
      Format: Paperback / softback CONTRIBUTORS: Michael O'Neill EAN: 9781461350811 COUNTRY: United States PAGES: WEIGHT: 261 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2012-10-30 CITY: GENRE: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Computer Science WIDTH: 155 cm SPINE:

      Book Themes:

      Computer science, Mathematical theory of computation, Artificial intelligence

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