Items for "source conditions"

Convergence analysis of an inexact iteratively regularized Gauss-Newton method under general source conditions

In this paper we improve existing convergence and convergence rate results for the iteratively regularized Gauss-Newton method in two respects: First we show optimal rates of convergence under general source conditions, and second we assume that the linearized equations are solved only approximately in each Newton step...

Keywords: Nonlinear inverse problems, regularized Newton methods, source conditions, convergence rates, CG-method