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Studies in Fuzziness and Soft Computing

Evolving Rule-Based Models

A Tool for Design of Flexible Adaptive Systems

Authors: Angelov, Plamen P.

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eBook £87.50
price for United Kingdom (gross)
  • ISBN 978-3-7908-1794-2
  • Digitally watermarked, DRM-free
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  • Immediate eBook download after purchase
Hardcover £109.99
price for United Kingdom (gross)
  • ISBN 978-3-7908-1457-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover £109.99
price for United Kingdom (gross)
  • ISBN 978-3-7908-2506-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The objects of modelling and control change due to dynamical characteristics, fault development or simply ageing. There is a need to up-date models inheriting useful structure and parameter information. The book gives an original solution to this problem with a number of examples. It treats an original approach to on-line adaptation of rule-based models and systems described by such models. It combines the benefits of fuzzy rule-based models suitable for the description of highly complex systems with the original recursive, non iterative technique of model evolution without necessarily using genetic algorithms, thus avoiding computational burden making possible real-time industrial applications. Potential applications range from autonomous systems, on-line fault detection and diagnosis, performance analysis to evolving (self-learning) intelligent decision support systems.

Table of contents (11 chapters)

  • Introduction

    Angelov, Dr. Plamen P.

    Pages 1-9

  • Conventional Models

    Angelov, Dr. Plamen P.

    Pages 13-24

  • Flexible Models

    Angelov, Dr. Plamen P.

    Pages 25-42

  • Non-Linear Approach to (Off-line) Identification of Flexible Models

    Angelov, Dr. Plamen P.

    Pages 47-65

  • Quasi-Linear Approach to FRB Models (Off-Line) Identification

    Angelov, Dr. Plamen P.

    Pages 67-77

Buy this book

eBook £87.50
price for United Kingdom (gross)
  • ISBN 978-3-7908-1794-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover £109.99
price for United Kingdom (gross)
  • ISBN 978-3-7908-1457-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover £109.99
price for United Kingdom (gross)
  • ISBN 978-3-7908-2506-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Evolving Rule-Based Models
Book Subtitle
A Tool for Design of Flexible Adaptive Systems
Authors
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
92
Copyright
2002
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1794-2
DOI
10.1007/978-3-7908-1794-2
Hardcover ISBN
978-3-7908-1457-6
Softcover ISBN
978-3-7908-2506-0
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XIII, 214
Topics