Modern Adaptive Fuzzy Control Systems: 421 (Studies in Fuzziness and Soft Computing) - Hardcover

Mohammadzadeh, Ardashir; Sabzalian, Mohammad Hosein; El-Sousy, Fayez F. M.; Castillo, Oscar; Sakthivel, Rathinasamy; Zhang, Chunwei

 
9783031173929: Modern Adaptive Fuzzy Control Systems: 421 (Studies in Fuzziness and Soft Computing)

Inhaltsangabe

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.

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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.

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Weitere beliebte Ausgaben desselben Titels

9783031173950: Modern Adaptive Fuzzy Control Systems: 421 (Studies in Fuzziness and Soft Computing)

Vorgestellte Ausgabe

ISBN 10:  3031173953 ISBN 13:  9783031173950
Verlag: Springer, 2023
Softcover