Modern Adaptive Fuzzy Control Systems / Studies in Fuzziness and Soft Computing Bd.421 (PDF)
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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.
- Autoren: Ardashir Mohammadzadeh , Mohammad Hosein Sabzalian , Chunwei Zhang , Oscar Castillo , Rathinasamy Sakthivel , Fayez F. M. El-Sousy
- 2022, 1st ed. 2023, 157 Seiten, Englisch
- Verlag: Springer International Publishing
- ISBN-10: 3031173937
- ISBN-13: 9783031173936
- Erscheinungsdatum: 02.11.2022
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- Größe: 4.71 MB
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