Fusion of Neural Networks, Fuzzy Sets, and Genetic Algorithms: Industrial Applications - Couverture rigide

 
9780849398049: Fusion of Neural Networks, Fuzzy Sets, and Genetic Algorithms: Industrial Applications
Couverture rigide
ISBN 10 : 0849398045 ISBN 13 : 9780849398049
Editeur : CRC Press Inc, 1998

Synopsis

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.

    • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l?auteur

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

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    CRC Press Inc
    Date d'édition
    1998
    Langue
    anglais
    ISBN 10 
    0849398045
    ISBN 13 
    9780849398049
    Reliure
    Relié
    Nombre de pages
    362
    Éditeur
    Jain Lakhmi C., Martin N.M.
    Coordonnées du fabricant
    non disponible
    Personne responsable
    non disponible