Type-2 Fuzzy Logic in Intelligent Control Applications

We describe in this book, hybrid intelligent systems based mainly on type-2 fuzzy logic for intelligent control. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, and bio-inspired optimization algorithms, w

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Studies in Fuzziness and Soft Computing, Volume 272 Editor-in-Chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 257. Salvatore Greco, Ricardo Alberto Marques Pereira, Massimo Squillante, Ronald R. Yager, and Janusz Kacprzyk (Eds.) Preferences and Decisions,2010 ISBN 978-3-642-15975-6 Vol. 258. Jorge Casillas and Francisco José Martínez López Marketing Intelligent Systems Using Soft Computing, 2010 ISBN 978-3-642-15605-2 Vol. 259. Alexander Gegov Fuzzy Networks for Complex Systems, 2010 ISBN 978-3-642-15599-4 Vol. 260. Jordi Recasens Indistinguishability Operators, 2010 ISBN 978-3-642-16221-3 Vol. 261. Chris Cornelis, Glad Deschrijver, Mike Nachtegael, Steven Schockaert, and Yun Shi (Eds.) 35 Years of Fuzzy Set Theory, 2010 ISBN 978-3-642-16628-0 Vol. 262. Zsófia Lendek, Thierry Marie Guerra, Robert Babuška, and Bart De Schutter Stability Analysis and Nonlinear Observer Design Using Takagi-Sugeno Fuzzy Models, 2010 ISBN 978-3-642-16775-1 Vol. 263. Jiuping Xu and Xiaoyang Zhou Fuzzy-Like Multiple Objective Decision Making, 2010 ISBN 978-3-642-16894-9 Vol. 264. Hak-Keung Lam and Frank Hung-Fat Leung Stability Analysis of Fuzzy-Model-Based Control Systems, 2011 ISBN 978-3-642-17843-6

Vol. 265. Ronald R. Yager, Janusz Kacprzyk, and Prof. Gleb Beliakov (eds.) Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice, 2011 ISBN 978-3-642-17909-9 Vol. 266. Edwin Lughofer Evolving Fuzzy Systems – Methodologies, Advanced Concepts and Applications, 2011 ISBN 978-3-642-18086-6 Vol. 267. Enrique Herrera-Viedma, José Luis García-Lapresta, Janusz Kacprzyk, Mario Fedrizzi, Hannu Nurmi, and Sławomir Zadro˙zny Consensual Processes, 2011 ISBN 978-3-642-20532-3 Vol. 268. Olga Poleshchuk and Evgeniy Komarov Expert Fuzzy Information Processing, 2011 ISBN 978-3-642-20124-0 Vol. 269. Kasthurirangan Gopalakrishnan, Siddhartha Kumar Khaitan, and Soteris Kalogirou (Eds.) Soft Computing in Green and Renewable Energy Systems, 2011 ISBN 978-3-642-22175-0 Vol. 270. Christer Carlsson and Robert Fullér Possibility for Decision, 2011 ISBN 978-3-642-22641-0 Vol. 271. Enric Trillas, P. Bonissone, Luis Magdalena and Janusz Kacprzyk Combining Experimentation and Theory, 2011 ISBN 978-3-642-24665-4 Vol. 272. Oscar Castillo Type-2 Fuzzy Logic in Intelligent Control Applications, 2012 ISBN 978-3-642-24662-3

Oscar Castillo

Type-2 Fuzzy Logic in Intelligent Control Applications

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Author Prof. Oscar Castillo Tijuana Institute of Technology (SNI Level 2) P.O. Box 4207 Chula Vista, CA 91909 USA Email: [email protected]

ISBN 978-3-642-24662-3

e-ISBN 978-3-642-24663-0

DOI 10.1007/978-3-642-24663-0 Studies in Fuzziness and Soft Computing

ISSN 1434-9922

Library of Congress Control Number: 2011940006 c 2012 Springer-Verlag Berlin Heidelberg  This work is subject to copyright. All rights are reserved, whether the whole or part of the material