Abstract
Although we will be especially interested in Takagi-Sugeno models [180] called TS models for short which use linear or polynomial membership functions, we begin our considerations with the single-input and single-output system (SISO TS) which uses nonlinear membership functions. The problem involves determining the fuzzy rules which exactly model a nonlinear function belonging to some class of functions.
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