Extending the functional equivalence of radial basis function networks and fuzzy inference systems.
We establish the functional equivalence of a generalized class of Gaussian radial basis function (RBFs) networks and the full Takagi-Sugeno model (1983) of fuzzy inference. This generalizes an existing result which applies to the standard Gaussian RBF network and a restricted form of the Takagi-Sugeno fuzzy system. The more general framework allows the removal of some of the restrictive conditions of the previous result.
Hunt
K J
KJ
Daimler-Benz AG, Berlin.
Haas
R
R
Murray-Smith
R
R