Adaptive Fuzzy Systems and Control - Design and Stability Analysis

Author: Wang Lixin
Publisher:
Publish Date: 2002-01-01
Features: Adaptive Fuzzy Systems and Control—Design and Stability Analysis
This book systematically and comprehensively introduces the latest achievements in the theory of adaptive fuzzy systems, focusing on solving two key challenges in the theory: one is how to effectively determine the membership functions in fuzzy rules, and the other is how to ensure the stability of fuzzy control systems. For the first problem, the book proposes four different methods and compares their advantages and disadvantages. For the second problem, the book introduces a new supervisory control theory. The advantage of this theory is that it does not require modifying existing fuzzy controllers while still ensuring the global stability of the entire system. For engineers, the book provides numerous examples and simulations, and details the comparison of the advantages and disadvantages of adaptive fuzzy system methods versus existing methods. For researchers, the book offers the latest achievements in this field as well as issues that remain to be further explored.