Discrepancy Principle and Convergence Rates in Regularization of Monotone Ill-Posed Problems

Abstract

The convergence rates of the regularized solution as well as its Galerkin approximations for nonlinear monotone ill-posed problems in a Banach space are established on the basis of the choice of a regularization parameter by the Morozov discrepancy principle.