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Title Genetic algorithms and genetic programming : modern concepts and practical applications / Michael Affenzeller [and others].

Imprint Boca Raton : CRC Press, ©2009.

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 All Libraries - Shared Downloadable Materials  Taylor & Francis Open Access Ebook    Downloadable
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 University of Saint Joseph: Pope Pius XII Library - Internet  WORLD WIDE WEB E-BOOK TAYLOR&FRANCIS    Downloadable
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Description 1 online resource (xxvii, 365 pages) : illustrations
Series Numerical insights ; v. 6
Numerical insights ; v. 6.
Note "A Chapman & Hall book."
Bibliography Includes bibliographical references (pages 327-358) and index.
Summary Describes several generic algorithmic concepts that can be used in various kinds of GA or with evolutionary optimization techniques. This title provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts.
Note Print version record.
Contents Simulating evolution : basics about genetic algorithms -- Evolving programs : genetic programming -- Problems and success factors -- Preservation of relevant building blocks -- SASEGASA : more than the sum of all parts -- Analysis of population dynamics -- Characteristics of offspring selection and the RAPGA -- Combinatorial optimization : route planning -- Evolutionary system identification -- Applications of genetic algorithms : combinatorial optimization -- Data-based modeling with genetic programming.
Local Note Taylor & Francis Taylor & Francis eBooks: Open Access
Subject Algorithms.
Combinatorial optimization.
Programming (Mathematics)
Evolutionary computation.
Computer algorithms.
algorithms.
COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
COMPUTERS -- Intelligence (AI) & Semantics.
Computer algorithms
Algorithms
Combinatorial optimization
Evolutionary computation
Programming (Mathematics)
Genetische Programmierung
Genetischer Algorithmus
Added Author Affenzeller, Michael.
Other Form: Print version: Genetic algorithms and genetic programming. Boca Raton : CRC Press, ©2009 9781584886297 (DLC) 2009003656 (OCoLC)300982916
ISBN 9781420011326 (electronic bk.)
1420011324 (electronic bk.)
9781584886297
1584886293
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