Studies in Fuzziness and Soft Computing

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

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.

Details

Published by: Springer

Publication Date: 2022-11-03

Format: Hardcover

ISBN-13: 9783031173929

DOI: 10.1007/978-3-031-17393-6

Dimensions: 235cm x155cm

Pages: 157