Advances in Evolutionary Computing for System Design (Studies in Computational Intelligence, Band 66) - Softcover

 
9783642091445: Advances in Evolutionary Computing for System Design (Studies in Computational Intelligence, Band 66)
Softcover
ISBN 10: 364209144X ISBN 13: 9783642091445
Verlag: Springer, 2010

Inhaltsangabe

Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book includes thirteen chapters covering a wide area of topics in evolutionary computing and applications including: Introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; evolution of fuzzy controllers; genetic algorithms for multi-classifier design; evolutionary grooming of traffic; evolutionary particle swarms; fuzzy logic systems using genetic algorithms; evolutionary algorithms and immune learning for neural network-based controller design; distributed problem solving using evolutionary learning; evolutionary computing within grid environment; evolutionary game theory in wireless mesh networks; hybrid multiobjective evolutionary algorithms for the sailor assignment problem; evolutionary techniques in hardware optimization. This book will be useful to researchers in intelligent systems with interest in evolutionary computing, application engineers and system designers. The book can also be used by students and lecturers as an advanced reading material for courses on evolutionary computing.

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Von der hinteren Coverseite

Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book includes thirteen chapters covering a wide area of topics in evolutionary computing and applications including:

    • Introduction to evolutionary computing in system design
    • Evolutionary neuro-fuzzy systems
    • Evolution of fuzzy controllers
    • Genetic algorithms for multi-classifier design
    • Evolutionary grooming of traffic
    • Evolutionary particle swarms
    • Fuzzy logic systems using genetic algorithms
    • Evolutionary algorithms and immune learning for neural network-based controller design
    • Distributed problem solving using evolutionary learning
    • Evolutionary computing within grid environment
    • Evolutionary game theory in wireless mesh networks
    • Hybrid multiobjective evolutionary algorithms for the sailor assignment problem
    • Evolutionary techniques in hardware optimization

This book will be useful to researchers in intelligent systems with interest in evolutionary computing, application engineers and system designers. The book can also be used by students and lecturers as an advanced reading material for courses on evolutionary computing.

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Verlag
Springer
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
364209144X
ISBN 13 
9783642091445
Einband
Taschenbuch
Anzahl der Seiten
336
Herausgeber
Palade Vasile, Srinivasan Dipti
Kontakt zum Hersteller
Springer Nature Customer Service Center GmbH
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Heidelberg
69115
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783540723769: Advances in Evolutionary Computing for System Design (Studies in Computational Intelligence, 66, Band 66)

Vorgestellte Ausgabe

ISBN 10:  3540723765 ISBN 13:  9783540723769
Verlag: Springer, 2007
Hardcover