Generalized inverse-based recurrent algorithm for TS fuzzy system identification
I. A. Hodashinsky, Сарин Константин Сергеевич, А. А. Светлаков · 2016
This paper presents a recurrent algorithm based on generalized inverses for identifying consequent parameters of Takagi-Sugeno (TS) fuzzy systems. For identification of antecedent parameters, the piecewise linear initialization (PLI) algorithm is used. The capabilities of the algorithms in solving data approximation problems are tested on 14 datasets from the KEEL repository.