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Advances in Evolutionary Computing for System Design

Lakhmi C. Jain

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ISBN 10: 3540723765 / ISBN 13: 9783540723769
Editore: Springer-Verlag Gmbh Jul 2007, 2007
Nuovi Condizione: Neu
Da Rhein-Team Lörrach Ivano Narducci e.K. (Lörrach, Germania)

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Neuware - 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. 326 pp. Englisch. Codice inventario libreria 9783540723769

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Titolo: Advances in Evolutionary Computing for ...

Casa editrice: Springer-Verlag Gmbh Jul 2007

Data di pubblicazione: 2007

Legatura: Buch

Condizione libro:Neu

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Riassunto:

Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book’s thirteen chapters cover a wide area of topics in evolutionary computing and applications, including an introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; and evolution of fuzzy controllers. The book will be useful to researchers in intelligent systems with interest in evolutionary computing, as well as application engineers and system designers.

From the Back Cover:

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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