Modern Adaptive Fuzzy Control Systems

Mohammadzadeh, Ardashir/ Sabzalian, Mohammad Hosein/ Zhang, Chunwei/ Castillo, Oscar/ Sakthivel, Rathinasamy

ISBN 10: 3031173953 / ISBN 13: 9783031173950

Editore: Springer Nature, 2023

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167 pages. 9.26x6.10x0.38 inches. In Stock.

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Dati bibliografici

• Titolo: Modern Adaptive Fuzzy Control Systems
• Editore: Springer Nature
• Data di pubblicazione: 2023
• Lingua: Inglese
• ISBN 10: 3031173953
• ISBN 13: 9783031173950
• Rilegatura: Paperback
• Condizione: Brand New

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Riassunto

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.