[Book Cover]

Fuzzy Engineering, 1/e

Bart Kosko, University of Southern California

Published October, 1996 by Prentice Hall Engineering/Science/Mathematics

Copyright 1997, 549 pp.
Cloth
ISBN 0-13-124991-6


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    Fuzzy Systems/Control-Electrical Engineering

    Neural Networks and Fuzzy Systems-Computer Science


Summary

The author of Fuzzy Engineering is a world leader in this rapidly emerging field. This text recasts and extends fuzzy systems in the language of function approximation. It applies these "smart" systems to a wide range of novel applications in engineering and knowledge processing. The text is broader in scope than the author's acclaimed text Neural Networks and Fuzzy Systems and is a must-read for anyone doing research or applications..

Features


Each chapter contains a nontechnical overview.
Detailed problem sets explore the structure of fuzzy sets and systems.
Applications cover fields of controls, signal processing, communications, pattern recognition, multimedia, and chaos.
Windows-based software demonstrates feed foward and feedback additive fuzzy systems.


Table of Contents

    Preface.
I. INTRODUCTION.
    1. Fuzzy Logic and Engineering.
II. FUZZY FUNCTION APPROXIMATION.
    2. Additive Fuzzy Systems.
    3. Ellipsoidal Fuzzy Systems.
III. FUZZY CONTROL AND CHAOS.
    4. Fuzzy Control for Platoons of Smart Cars.
    5. Fuzzy Chaos and Recursive Partitioning.
IV. FUZZY SIGNAL PROCESSING.
    6. Fuzzy Filters for Impulsive Noise.
    7. Fuzzy Subband Image Coding.
V. FUZZY COMMUNICATION.
    8. Adaptive Fuzzy Frequency Hopping for Spread Spectrum.
    9. Fuzzy Signal Detection in Impulsive Noise.
VI. FUZZY HARDWARE.
    10. Adaptive VLSI Additive Fuzzy Systems.
    11. Optical Additive Fuzzy Systems.
VII. COMPUTING IN FUZZY CUBES.
    12. Fuzzy Cubes and Fuzzy Mutual Entropy.
    13. Adaptive Subsethood for Radial Basis Fuzzy Systems.
VIII. FEEDBACK IN FUZZY CUBES.
    14. Fuzzy Adaptive Resonance Theory.
    15. Virtual Worlds in Fuzzy Cognitive Maps.
    A How to Use the Fuzzy Software.
    Index.
    List of Contributors.

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