书目名称 | Modern Adaptive Fuzzy Control Systems |
编辑 | Ardashir Mohammadzadeh,Mohammad Hosein Sabzalian,F |
视频video | |
概述 | Practically explains fuzzy systems and different methods of training and optimizing these systems.Demonstrates the analysis and optimization of type-2 neuro-fuzzy systems.Presents all well-known optim |
丛书名称 | Studies in Fuzziness and Soft Computing |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2023 |
关键词 | Computational Intelligence; Fuzzy Control Systems; Adaptive Fuzzy Control Systems; MATLAB; Type-2 Fuzzy |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-17393-6 |
isbn_softcover | 978-3-031-17395-0 |
isbn_ebook | 978-3-031-17393-6Series ISSN 1434-9922 Series E-ISSN 1860-0808 |
issn_series | 1434-9922 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |