A. Karageorghis

A Novel Regularization Approach in Function Approximation

We introduce the complex regularization method (CRM) which is a novel regularization method for radial basis function (RBF) interpolation problems. The proposed technique resolves rank–deficiency in such problems. It thus renders the need for supplementary polynomial terms to achieve invertibility across various RBFs u...