Modern Adaptive Fuzzy Control Systems

TRAMA

This book explains the basic concepts, theory and applications of fuzzy systems in control in a simple unified approach with clear ex-amples and simulations in the MATLAB programming language. Fuzzy systems, especially, type-2 neuro-fuzzy systems, are now used extensively in various engineering fields for different purposes. In plain language, this book aims to practically explain fuzzy sys-tems and different methods of training and optimizing these systems. For this purpose, type-2 neuro-fuzzy systems are first analyzed along with various methods of training and optimizing these systems through implementation in MATLAB. These systems are then em-ployed to design adaptive fuzzy controllers. The authors aim at pre-senting all the well-known optimization methods clearly and code them in the MATLAB language.

SOMMARIO

Chapter 1: An Introduction to Fuzzy and Fuzzy Control Systems.- Chapter 2: Classification of Adaptive Fuzzy Controllers.- Chapter 3: Type-2 Fuzzy Systems.- Chapter 4: Training Interval Type-2 Fuzzy Systems Based on Error Backpropagation.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783031173929
• Collana: Studies in Fuzziness and Soft Computing
• Dimensioni: 235 x 155 mm
• Formato: Copertina rigida
• Illustration Notes: X, 157 p. 95 illus., 91 illus. in color.
• Pagine Arabe: 157
• Pagine Romane: x