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International Series in Intelligent Technologies

Fuzzy Modelling

Paradigms and Practice

Editors: Pedrycz, Witold (Ed.)

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About this book

Fuzzy Modelling: Paradigms and Practice provides an up-to-date and authoritative compendium of fuzzy models, identification algorithms and applications. Chapters in this book have been written by the leading scholars and researchers in their respective subject areas. Several of these chapters include both theoretical material and applications. The editor of this volume has organized and edited the chapters into a coherent and uniform framework.
The objective of this book is to provide researchers and practitioners involved in the development of models for complex systems with an understanding of fuzzy modelling, and an appreciation of what makes these models unique. The chapters are organized into three major parts covering relational models, fuzzy neural networks and rule-based models. The material on relational models includes theory along with a large number of implemented case studies, including some on speech recognition, prediction, and ecological systems. The part on fuzzy neural networks covers some fundamentals, such as neurocomputing, fuzzy neurocomputing, etc., identifies the nature of the relationship that exists between fuzzy systems and neural networks, and includes extensive coverage of their architectures. The last part addresses the main design principles governing the development of rule-based models.
Fuzzy Modelling: Paradigms and Practice provides a wealth of specific fuzzy modelling paradigms, algorithms and tools used in systems modelling. Also included is a panoply of case studies from various computer, engineering and science disciplines. This should be a primary reference work for researchers and practitioners developing models of complex systems.

Table of contents (17 chapters)

Table of contents (17 chapters)

Buy this book

eBook $139.00
price for USA in USD (gross)
  • ISBN 978-1-4613-1365-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $255.00
price for USA in USD
  • ISBN 978-0-7923-9703-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $179.99
price for USA in USD
  • ISBN 978-1-4612-8589-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Fuzzy Modelling
Book Subtitle
Paradigms and Practice
Editors
  • Witold Pedrycz
Series Title
International Series in Intelligent Technologies
Series Volume
7
Copyright
1996
Publisher
Springer US
Copyright Holder
Kluwer Academic Publishers
eBook ISBN
978-1-4613-1365-6
DOI
10.1007/978-1-4613-1365-6
Hardcover ISBN
978-0-7923-9703-8
Softcover ISBN
978-1-4612-8589-2
Series ISSN
1382-3434
Edition Number
1
Number of Pages
XX, 394
Topics

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