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research article
Fuzzy Systems with Overlapping Gaussian Concepts: Approximation Properties in Sobolev Norms
Ferrari-Trecate, G.
•
Rovatti, R.
In this paper the approximating capabilities of fuzzy systems with overlapping Gaussian concepts are considered. The target function is assumed to be sampled either on a regular gird or according to a uniform probability density. By exploiting a connection with Radial Basis Functions approximators, a new method for the computation of the system coefficients is provided, showing that it guarantees uniform approximation of the derivatives of the target function.
Type
research article
Authors
Ferrari-Trecate, G.
•
Rovatti, R.
Publication date
2002
Published in
Volume
130
Issue
2
Start page
137
End page
145
Peer reviewed
REVIEWED
EPFL units
Available on Infoscience
January 10, 2017
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