  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
justified for some nonlinear operator equations.
