On Computing Robust Splines and Applications

We present a new method for computing spline functions associated to a weight function. This algorithm is based on the Newton minimization algorithm for unrestricted problems. Then we use this method to compute, by a penalty function method, the spline functions with restricted values and show the convergence of this method. Finally, we give some numerical examples showing the nice smoothing properties of these spline functions.