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Studies in Fuzziness and Soft Computing

Modeling Uncertainty with Fuzzy Logic

With Recent Theory and Applications

Authors: Celikyilmaz, Asli, Türksen, I. Burhan

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  • Introduces the formation of type-2 fuzzy functions to capture uncertainties associated with system behavior
  • Presents an uncertainty modeling approach using a new type of fuzzy system model via "Fuzzy Functions"
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eBook 160,49 €
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  • ISBN 978-3-540-89924-2
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Hardcover 202,79 €
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Softcover 202,79 €
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About this book

The objective of this book is to present an uncertainty modeling approach using a new type of fuzzy system model via "Fuzzy Functions". Since most researchers on fuzzy systems are more familiar with the standard fuzzy rule bases and their inference system structures, many standard tools of fuzzy system modeling approaches are reviewed to demonstrate the novelty of the structurally different fuzzy functions, before we introduced the new methodologies. To make the discussions more accessible, no special fuzzy logic and system modeling knowledge is assumed. Therefore, the book itself may be a reference for some related methodologies to most researchers on fuzzy systems analyses. For those readers, who have knowledge of essential fuzzy theories, Chapter 1, 2 should be treated as a review material. Advanced readers ought to be able to read chapters 3, 4 and 5 directly, where proposed methods are presented. Chapter 6 demonstrates experiments conducted on various datasets.

Reviews

From the reviews: “The present book has as goal the representation and utilization of uncertainty by means of fuzzy functions. … The book begins with a very good overview of the basic notions and principles related to fuzzy sets and systems … . The fuzzy models proposed in this book can be used with success by researchers from various domains of activity: engineering, economics, biology, sociology etc., in order to model complex systems.” (Ion Iancu, Zentralblatt MATH, Vol. 1168, 2009)

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook 160,49 €
price for Spain (gross)
  • ISBN 978-3-540-89924-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 202,79 €
price for Spain (gross)
Softcover 202,79 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Modeling Uncertainty with Fuzzy Logic
Book Subtitle
With Recent Theory and Applications
Authors
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
240
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-89924-2
DOI
10.1007/978-3-540-89924-2
Hardcover ISBN
978-3-540-89923-5
Softcover ISBN
978-3-642-10063-5
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XLVIII, 400
Topics

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