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Genetic algorithms in search, optimization, and machine learning / [by] David E. Goldberg.

By: Goldberg, David E, 1953-.
Material type: TextTextPublisher: Delhi : Pearson Education, c1989Description: xiii, 412 p. : ill. ; 25 cm.ISBN: 0201157675.Subject(s): Genetic algorithms | Machine learningDDC classification: 005.1 Online resources: WorlCat details | Ebook Fulltext Summary: This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.
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Non-fiction 005.1 GOG 1989 (Browse shelf) Not for loan
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Non-fiction 005.1 GOG 1989 (Browse shelf) C-2 Available 12391
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Text Text EWU Library
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Includes index.

Bibliography: p. [381]-401.

This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.

Computer Science & Engineering Mathematics and Physical Sciences

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