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Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems
Xiaojie Su
Yao Wen
Yue Yang
Peng Shi
出版
Springer Nature
, 2021-08-17
主題
Technology & Engineering / Automation
Computers / Artificial Intelligence / General
Technology & Engineering / Electrical
ISBN
3030812146
9783030812140
URL
http://books.google.com.hk/books?id=wVA-EAAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
This book aims to introduce the state-of-the-art research of stability/performance analysis and optimal synthesis methods for fuzzy-model-based systems. A series of problems are solved with new approaches of design, analysis and synthesis of fuzzy systems, including stabilization control and stability analysis, dynamic output feedback control, fault detection filter design, and reduced-order model approximation. Some efficient techniques, such as Lyapunov stability theory, linear matrix inequality, reciprocally convex approach, and cone complementary linearization method, are utilized in the approaches. This book is a comprehensive reference for researchers and practitioners working on intelligent control, model reduction, and fault detection of fuzzy systems, and is also a useful source of information for senior undergraduates and graduates in these areas. The readers will benefit from some new concepts and methodologies with theoretical and practical significance in system analysis and control synthesis.