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Type-2 Fuzzy Logic : Theory and Applications - Oscar Castillo

Type-2 Fuzzy Logic

Theory and Applications

Hardcover

Published: 20th February 2008
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This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook.

From the reviews:

"This research monograph offers a broad coverage of the recent developments in ... type-2 fuzzy sets and fuzzy systems. ... The monograph is arranged into 17 concise and well-focused chapters covering a wealth of applications and methodologies of type-2 fuzzy sets. ... chapters brings some useful motivating notes and elaborates on the algorithms pertinent to the problem at hand. ... a timely compendium of applications of type-2 fuzzy systems and offers the reader a sound overview of design techniques supporting the construction of such architectures." (Witold Pedrycz, Zentralblatt MATH, Vol. 1171, 2009)

Introduction to Type-2 Fuzzy Logicp. 1
Type-1 Fuzzy Logicp. 5
Type-2 Fuzzy Logicp. 29
A Method for Type-2 Fuzzy Inference in Control Applicationsp. 45
Design of Intelligent Systems with Interval Type-2 Fuzzy Logicp. 53
Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logicp. 77
Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognitionp. 87
Fuzzy Inference Systems Type-1 and Type-2 for Digital Images Edge Detectionp. 95
Systematic Design of a Stable Type-2 Fuzzy Logic Controllerp. 109
Experimental Study of Intelligent Controllers Under Uncertainty Using Type-1 and Type-2 Fuzzy Logicp. 121
Evolutionary Optimization of Interval Type-2 Membership Functions Using the Human Evolutionary Modelp. 133
Design of Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolboxp. 145
Intelligent Control of the Pendubot with Interval Type-2 Fuzzy Logicp. 155
Automated Quality Control in Sound Speakers Manufacturing Using a Hybrid Neuro-fuzzy-Fractal Approachp. 171
A New Approach for Plant Monitoring Using Type-2 Fuzzy Logic and Fractal Theoryp. 187
Intelligent Control of Autonomous Robotic Systems Using Interval Type-2 Fuzzy Logic and Genetic Algorithmsp. 203
Adaptive Noise Cancellation Using Type-2 Fuzzy Logic and Neural Networksp. 213
Bibliographyp. 225
Appendixp. 239
Indexp. 241
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540762836
ISBN-10: 3540762833
Series: Studies in Fuzziness and Soft Computing
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 244
Published: 20th February 2008
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 1.27
Weight (kg): 1.2