03200nam 22006135 450 991062927610332120251008163714.03-031-17393-710.1007/978-3-031-17393-6(MiAaPQ)EBC7130693(Au-PeEL)EBL7130693(CKB)25270803100041(PPN)266348920(DE-He213)978-3-031-17393-6(OCoLC)1350685962(EXLCZ)992527080310004120221102d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierModern Adaptive Fuzzy Control Systems /by Ardashir Mohammadzadeh, Mohammad Hosein Sabzalian, Chunwei Zhang, Oscar Castillo, Rathinasamy Sakthivel, Fayez F. M. El-Sousy1st ed. 2023.Cham :Springer International Publishing :Imprint: Springer,2023.1 online resource (161 pages)Studies in Fuzziness and Soft Computing,1860-0808 ;421Print version: Mohammadzadeh, Ardashir Modern Adaptive Fuzzy Control Systems Cham : Springer International Publishing AG,c2022 9783031173929 Includes bibliographical references.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.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.Studies in Fuzziness and Soft Computing,1860-0808 ;421Computational intelligenceAutomatic controlArtificial intelligenceComputational IntelligenceControl and Systems TheoryArtificial IntelligenceComputational intelligence.Automatic control.Artificial intelligence.Computational Intelligence.Control and Systems Theory.Artificial Intelligence.629.8312629.836Mohammadzadeh Ardashir1266055MiAaPQMiAaPQMiAaPQBOOK9910629276103321Modern adaptive fuzzy control systems3065510UNINA