The present manuscript is intended to be a textbook that could serve both undergraduate
and graduate students when studying Fuzzy Set Theory and Applications. It is also intended …

From the Publisher:" The emerging, powerful fuzzy control paradigm has led to the
worldwide success of countless commercial products and real-world applications. Fuzzy …

Universal approximation is the basis of theoretical research and practical applications of
fuzzy systems. Studies on the universal approximation capability of fuzzy systems have …

This paper deals with the approximation behaviour of soft computing techniques. First, we
give a survey of the results of universal approximation theorems achieved so far in various …

We investigated the analytical structure of the Takagi-Sugeno (TS) type of fuzzy controllers,
which was unavailable in the literature. The TS fuzzy controllers we studied employ a new …

This book systematically synthesizes research achievements in the field of fuzzy neural
networks in recent years. It also provides a comprehensive presentation of the …

This paper investigates the universal fuzzy model and universal fuzzy controller problems for
stochastic nonaffine nonlinear systems. The underlying mechanism of stochastic fuzzy logic …

This paper uses Kalman filter theory to design a state estimator for noisy discrete time
Takagi–Sugeno (T–S) fuzzy models. One local filter is designed for each local linear model …

Takagi-Sugeno (TS, for short) fuzzy controllers have been used and treated as black-box
controllers, and there exists no explicit structure of any TS fuzzy controller in the literature. In …

We first present a novel general-purpose nonlinear PID controller realized via fuzzy PID
control that uses our newly-introduced simplified Takagi–Sugeno (TS) rule scheme …