Modern Adaptive Fuzzy Control Systems
(Sprache: Englisch)
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...
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Klappentext zu „Modern Adaptive Fuzzy Control Systems “
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.Inhaltsverzeichnis zu „Modern Adaptive Fuzzy Control Systems “
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.
Bibliographische Angaben
- Autoren: Ardashir Mohammadzadeh , Mohammad Hosein Sabzalian , Chunwei Zhang , Oscar Castillo , Rathinasamy Sakthivel , Fayez F. M. El-Sousy
- 2023, 1st ed. 2023, X, 157 Seiten, 91 farbige Abbildungen, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3031173953
- ISBN-13: 9783031173950
Sprache:
Englisch
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