Modern Adaptive Fuzzy Control Systems

Modern Adaptive Fuzzy Control Systems (Studies in Fuzziness and Soft Computing, 421) 1st ed. 2023 Edition
by Ardashir Mohammadzadeh (Author), Mohammad Hosein Sabzalian (Author), Chunwei Zhang (Author), Oscar Castillo (Author), Rathinasamy Sakthivel (Author), Fayez F. M. El-Sousy (Author)
Publisher Finelybook 出版社:Springer; 1st ed. 2023 edition (November 3, 2022)
Language 语言:English
pages 页数:167 pages
ISBN-10 书号:3031173929
ISBN-13 书号:9783031173929

Book Description
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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