Modern Adaptive Fuzzy Control Systems
Mohammadzadeh, Ardashir, Sabzalian, Mohammad Hosein, Zhang, Chunwei, Castillo, Oscar, Sakthivel, Rathinasamy, El-Sousy, Fayez F. M.
Produktnummer:
18d3913c75b2c84faa8f3fd7cfdfcc2b13
| Autor: | Castillo, Oscar El-Sousy, Fayez F. M. Mohammadzadeh, Ardashir Sabzalian, Mohammad Hosein Sakthivel, Rathinasamy Zhang, Chunwei |
|---|---|
| Themengebiete: | Adaptive Fuzzy Control Systems Computational Intelligence Fuzzy Control Systems MATLAB Type-2 Fuzzy Systems |
| Veröffentlichungsdatum: | 03.11.2022 |
| EAN: | 9783031173929 |
| Sprache: | Englisch |
| Seitenzahl: | 157 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
Produktinformationen "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.
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