Orthogonal Least Squares Algorithm for the Approximation of a Map and its Derivatives with a RBF Network

Carlo Drioli, Davide Rocchesso

Radial Basis Function Networks (RBFNs) are used primarily to solve curve-fitting problems and for non-linear system modeling. Several algorithms are known for the approximation of…