Introduction to Fuzzy Systems

ISBN-13: 9781584885313 / Angielski / Twarda / 2005 / 315 str.

Guanrong Chen; Trung Tat Pham

Opis

To keep pace with and further advance the rapidly developing field of applied control technologies, this book provides systematic training in the analytic theory and rigorous design of fuzzy systems. Almost entirely self-contained, it establishes a brief, yet sufficient foundation for designing and analyzing fuzzy intelligent and control systems. It clearly explains fuzzy sets, fuzzy logic, fuzzy inference, approximate reasoning, fuzzy rule base, basic fuzzy PID control systems, and more. This handy reference guide includes teaching examples as well as problem exercises, and it can easily be used as a classroom text or tutorial for self-study that will prepare readers for further work in the field.

Spis treści

Each chapters ends with a problem set
Fuzzy Set Theory:
Classical Set Theory
Fuzzy Set Theory
Interval Arithmetic
Operations on Fuzzy Sets:
Fuzzy Logic Theory
Classical Logic Theory
The Boolean Algebra
Multi-Valued Logic
Fuzzy Logic and Approximate Reasoning
Fuzzy Relations
Some Applications of Fuzzy Logic
Product Quality Evaluation
Decision Making for Investment
Performance Evaluation
Miscellaneous Examples
Fuzzy Rule Base and Fuzzy Modeling
Fuzzy Rule Base
Fuzzy Modeling
Fuzzy Control Systems
Classical Programmable Logic Control
Fuzzy Logic Control: A General Model-Free Approach
Fuzzy PID Control Systems
Conventional PID Controllers
Fuzzy PID Controllers (Type 1)
Fuzzy PID Controllers (Type 2)
Fuzzy PID Controllers: Stability Analysis
Computational Verb Fuzzy Controllers
Computational Verbs and Verb Numbers
Verb Rules and Verb Inference
Computational Verb-Based Fuzzy PID Controllers
References
Solutions
Index...

O autorze

Guanrong Chen, Trung Tat Pham