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Fuzzy Control and Modeling

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Fuzzy Control and Modeling

Analytical Foundations and Applications

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Fuzzy Control and Modeling: Analytical Foundations and Applications by Hao Ying
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Description

"The emerging, powerful fuzzy control paradigm has led to the worldwide success of countless commercial products and real-world applications. Fuzzy control is exceptionally practical and cost-effective due to its unique ability to accomplish tasks without knowing the mathematical model of the system, even if it is nonlinear, time varying and complex. Nevertheless, compared with the conventional control technology, most fuzzy control applications are developed in an ad hoc manner with little analytical understanding and without rigorous system analysis and design. Fuzzy Control and Modeling is the only book that establishes the analytical foundations for fuzzy control and modeling in relation to the conventional linear and nonlinear theories of control and systems. The coverage is up-to-date, comprehensive, in-depth and rigorous. Numeric examples and applications illustrate the utility of the theoretical development. In the forward to Fuzzy Control and Modeling, Professor Lotfi Zadeh, the founder of fuzzy logic, declares: Professor Yings book contains much that is new, important and detailed . His linkage of basic theory to real-world applications is very impressive . The last chapter in the book deals with a subject in which Professor Ying is a foremost authority, namely, application of fuzzy control to biomedical systems. Professor Yings work should go a long way toward countering the view that fuzzy control is a collection of applications without a solid theory. The deep theory of fuzzy control developed by Professor Ying is of great importance both as a theory and as a foundation for major advances in applications of fuzzy control in industry, biomedicine, and other fields. Important topics discussed include: * Structures of fuzzy controllers/models with respect to conventional fuzzy controllers/models Analysis of fuzzy control and modeling in relation to their classical counterparts* Stability analysis of fuzzy systems and design of fuzzy control systems* Sufficient and necessary conditions on fuzzy systems as universal approximators* Real-time fuzzy control systems for treatment of life-critical problems in biomedicine Fuzzy Control and Modeling is a self-contained, invaluable resource for professionals and students in diverse technical fields who aspire to analytically study fuzzy control and modeling. About the Author Hao Ying left the faculty of University of Texas Medical Branch in 2000, and is currently an associate professor in the Department of Electrical Engineering at Wayne State University. He began fuzzy control research in 1981. In 1987, Dr. Ying established the worlds first analytical connection between a fuzzy controller and a conventional controller. In 1989, he developed the worlds first clinical fuzzy control application real-time control of blood pressure. Dr. Ying has been making systematic contributions to analytical issues fundamental to fuzzy control and systems ever since." Sponsored by: IEEE Engineering in Medicine and Biology Society.

Table of Contents

Foreword; Preface; Acknowledgments; List of Figures; Basic Fuzzy Mathematics for Fuzzy Control and Modeling; Introduction to Fuzzy Control and Modeling; Mamdani Fuzzy PID Controllers; Mamdani Fuzzy Controllers of Non-PID Type; TS Fuzzy Controllers with Linear Rule Consequent; Stability Analysis and Design of Mamdani and TS Fuzzy Control Systems; Mamdani and TS Fuzzy Systems as Functional Approximators; Real-Time Fuzzy Control of Biomedical Systems; Bibliography; Index; About the Author.

Author Biography

About the Author Hao Ying is an associate professor in the Department of Electrical and Computer Engineering at Wayne State University, after leaving the faculty of University of Texas Medical Branch in 2000. Dr. Ying began fuzzy control research in 1981. In 1987 he established the world's first analytical connection between a fuzzy controller and a conventional controller. In 1989 he developed the world's first clinical fuzzy control application - real-time control of blood pressure. He has been making systematic contributions to analytical issues fundamental to fuzzy control and systems.
Release date NZ
August 1st, 2000
Author
Country of Publication
United States
Illustrations
illustrations
Imprint
John Wiley & Sons Inc
Pages
342
Dimensions
184x260x23
ISBN-13
9780780334977
Product ID
3087243

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