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Modern Adaptive Fuzzy Control Systems. 2023 ed.
・ISBN 978-3-031-17395-0 paper EUR 139.99
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| 著者・編者 | Mohammadzadeh, Ardashir / Sabzalian, Mohammad Hosein / Zhang, Chunwei / Castillo, Oscar / Sakthivel, Rathinasamy / El-Sousy, Fayez F. M., |
|---|---|
| シリーズ | (Studies in Fuzziness and Soft Computing) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2023 |
| ページ数 | 157 pp. |
| 言語 | ENG |
| ニュース番号 | <A01-89068> |
解説
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.