ON THE DISCREPANCY PRINCIPLE

Abstract

A simple proof of the convergence of the variational regularization with the regularization parameter chosen by the discrepancy  principle is given for linear operators under suitable assumptions. It is shown that the discrepancy principle in general does not yield uniform with respect to the data convergence. An a priori choice of the regularization parameter is proposed and justied for some nonlinear operator equations.