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Analytical methods in fuzzy modeling and control

Author: Jacek Kluska
Publisher: Berlin : Springer, ©2009.
Series: Studies in fuzziness and soft computing, v. 241.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models. The author presents a rather general analytical theory of exact fuzzy modeling and control of continuous and discrete-time dynamical systems. Main attention is paid to usability of the results for the control and computer engineering  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Kluska, Jacek.
Analytical methods in fuzzy modeling and control.
Berlin : Springer, ©2009
(DLC) 2008942025
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Jacek Kluska
ISBN: 9783540899273 3540899278 354089926X 9783540899266
OCLC Number: 314798289
Language Note: English.
Description: 1 online resource (xxvi, 251 pages) : illustrations
Contents: Introduction --
MISO Takagi-Sugeno Fuzzy System with Linear Membership Functions --
Recursion in TS Systems with Two Fuzzy Sets for Every Input --
Fuzzy Rule-Based Systems with Polynomial Membership Functions --
Comprehensive Study and Applications of P1-TS Systems --
Modeling of Multilinear Dynamical Systems from Experimental Data --
Binary Classification Using P1-TS Rule Scheme.
Series Title: Studies in fuzziness and soft computing, v. 241.
Responsibility: Jacek Kluska.

Abstract:

This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models.  Read more...

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From the reviews:"This book is intended for researchers, engineers, and graduate students interested in fuzziness and soft computing, engineering, control, and computer engineering." (IEEE Control Read more...

 
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