Fuzzy control based on new type of Takagi-Sugeno fuzzy inference system
Igor Vyacheslavovich Anikin, Igor P. Zinoviev · 2015
We suggested new type of fuzzy inference systems (FIS) based on Takagi-Sugeno. We called it enhanced fuzzy regression (EFR). New FIS uses fuzzy coefficients in right parts of the fuzzy rules. Fuzzy approximation theorem has been proved and learning procedure has been suggested for the EFR. We compared EFR with Mamdani FIS and concluded that EFR can be more effective for fuzzy control.