Modern Adaptive Fuzzy Control Systems
Author:   Ardashir Mohammadzadeh ,  Mohammad Hosein Sabzalian ,  Chunwei Zhang ,  Oscar Castillo
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2023
Volume:   421
ISBN:  

9783031173929


Pages:   157
Publication Date:   03 November 2022
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Modern Adaptive Fuzzy Control Systems


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Overview

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.

Full Product Details

Author:   Ardashir Mohammadzadeh ,  Mohammad Hosein Sabzalian ,  Chunwei Zhang ,  Oscar Castillo
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2023
Volume:   421
Weight:   0.455kg
ISBN:  

9783031173929


ISBN 10:   3031173929
Pages:   157
Publication Date:   03 November 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

Reviews

“The book is good for researchers to get to know different fuzzy systems and adaptive fuzzy controller design method.” (Zhiguang Feng, Mathematical Reviews, February, 2024)


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