A course in fuzzy systems and control
A course in fuzzy systems and control
Theory and application of a novel fuzzy PID controller using a simplifier Takagi-Sugeno rule scheme
Information Sciences: an International Journal - Special issue analytical theory of fuzzy control with applications
Fuzzy Control and Modeling: Analytical Foundations and Applications
Fuzzy Control and Modeling: Analytical Foundations and Applications
Structure and stability analysis of general Mamdani fuzzy dynamic models
International Journal of Intelligent Systems
TS Fuzzy Rule-Based Systems with Polynomial Membership Functions
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
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The work presents some applications of the transformation lemma on analytical modeling using the Takagi-Sugeno fuzzy rule-based system [7], which can be used for exact fuzzy modeling of some class of conventional systems. The examples are based on recent author's theorems [5], which provide necessary and sufficient conditions for transformation of fuzzy rules into the crisp model of the system and vice-versa. The fuzzy model represents the widely used Takagi-Sugeno fuzzy system with linear membership functions. The main attention is paid for usability of the results for control engineering community.