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Modern Adaptive Fuzzy Control Systems / by Ardashir Mohammadzadeh, Mohammad Hosein Sabzalian, Chunwei Zhang, Oscar Castillo, Rathinasamy Sakthivel, Fayez F. M. El-Sousy.
Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2023 Available online
View online- Format:
- Book
- Author/Creator:
- Mohammadzadeh, Ardashir, author.
- Series:
- Studies in Fuzziness and Soft Computing, 1860-0808 ; 421
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Automatic control.
- Artificial intelligence.
- Computational Intelligence.
- Control and Systems Theory.
- Artificial Intelligence.
- Local Subjects:
- Computational Intelligence.
- Control and Systems Theory.
- Artificial Intelligence.
- Physical Description:
- 1 online resource (161 pages)
- Edition:
- 1st ed. 2023.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2023.
- System Details:
- Mode of access: World Wide Web.
- Summary:
- 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.
- 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.
- Notes:
- Includes bibliographical references.
- Description based on publisher supplied metadata and other sources.
- Other Format:
- Print version: Mohammadzadeh, Ardashir Modern Adaptive Fuzzy Control Systems
- ISBN:
- 3-031-17393-7
- OCLC:
- 1350685962
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