Takagi-Sugeno models as approximators in Sobolev norms: the SISO case

The approximation capabilities of Takagi-Sugeno models are investigated. Classical results on the approximation of regular functions are improved showing that these more general models may approximate to any degree of accuracy not only sufficiently smooth functions but also their first and second-order derivatives.