New Type of Takagi-Sugeno Fuzzy Inference System as Universal Approximator
Igor Vyacheslavovich Anikin, lgor Zinoviev · Applied Mechanics and Materials · 2014
A new type of fuzzy inference systems (FIS) is presenting. It is based on Takagi-Sugeno fuzzy inference system. New FIS has been called the enhanced fuzzy regression (EFR). In opposition to the Takagi-Sugeno, new type of FIS has fuzzy coefficients in right parts of the fuzzy rules. Fuzzy approximation theorem has been proved for the EFR. We have suggested learning procedure for EFR inference system.