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STUDIA MATHEMATICA - Issue no. 2 / 2014 | |||||||
Article: |
ITERATIVE REGULARIZATION METHODS FOR ILL-POSED HAMMERSTEIN-TYPE OPERATOR EQUATIONS IN HILBERT SCALES. Authors: . |
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Abstract: In this paper we report on a method for regularizing a nonlinear Hammerstein type operator equation in Hilbert scales. The proposed method is a combination of Lavrentieve regularization method and a Modified Newton`s method in Hilbert scales. Under the assumptions that the operator F is continuously differentiable with a Lipschitz-continuous first derivative and that the solution of (1.1) fulfills a general source condition, we give an optimal order convergence rate result with respect to the general source function. Mathematics Subject Classification (2010): 65J20, 65J10, 65R30, 47A52. Keywords: Nonlinear ill-posed Hammerstein type equations, iterative regularization, adaptive choice, Hilbert scales.
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