Fusion of Neural Networks, Fuzzy Sets, and Genetic Algorithms: Industrial Applications (International Series on Computational Intelligence, Band 4) - Hardcover

 
9780849398049: Fusion of Neural Networks, Fuzzy Sets, and Genetic Algorithms: Industrial Applications (International Series on Computational Intelligence, Band 4)
Hardcover
ISBN 10: 0849398045 ISBN 13: 9780849398049
Verlag: CRC Press Inc, 1998

Inhaltsangabe

Artificial neural networks can mimic the biological information-processing mechanism in - a very limited sense. Fuzzy logic provides a basis for representing uncertain and imprecise knowledge and forms a basis for human reasoning. Neural networks display genuine promise in solving problems, but a definitive theoretical basis does not yet exist for their design.
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural net, fuzzy system, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another.
This book presents specific projects where fusion techniques have been applied. The chapters start with the design of a new fuzzy-neural controller. Remaining chapters discuss the application of expert systems, neural networks, fuzzy control, and evolutionary computing techniques in modern engineering systems. These specific applications include:

  • direct frequency converters
  • electro-hydraulic systems
  • motor control
  • toaster control
  • speech recognition
  • vehicle routing
  • fault diagnosis
  • Asynchronous Transfer Mode (ATM) communications networks
  • telephones for hard-of-hearing people
  • control of gas turbine aero-engines
  • telecommunications systems design
    Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms covers the spectrum of applications - comprehensively demonstrating the advantages of fusion techniques in industrial applications.

    • Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Über die Autorin bzw. den Autor

    Jain, Lakhmi C.; Martin, N.M.

    Von der hinteren Coverseite

    Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural networks, fuzzy systems, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another. This book presents specific projects where fusion techniques have been applied. The chapters start with the design of a new fuzzy-neural controller. Remaining chapters discuss the application of expert systems, neural networks, fuzzy control, and evolutionary computing techniques in modern engineering systems. Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms covers the spectrum of applications - comprehensively demonstrating the advantages of fusion techniques in industrial applications.

    „Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Verlag
    CRC Press Inc
    Erscheinungsdatum
    1998
    Sprache
    Englisch
    ISBN 10 
    0849398045
    ISBN 13 
    9780849398049
    Einband
    Gebundene Ausgabe
    Auflage
    1
    Anzahl der Seiten
    354
    Herausgeber
    Jain L. C., Martin N. M.
    Kontakt zum Hersteller
    Nicht verfügbar
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