On Landweber iteration for nonlinear ill-posed problems in Hilbert scales

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Abstract

In this paper we derive convergence rates results for Landweber iteration in Hilbert scales in terms of the iteration index k for exact data and in terms of the noise level δ for perturbed data. These results improve the one obtained recently for Landweber iteration for nonlinear ill-posed problems in Hilbert spaces. The conditions needed to obtain the rates are illustrated for a nonlinear Hammerstein integral equation.
Original languageEnglish
Pages (from-to)309-328
Number of pages20
JournalNumerische Mathematik
Volume85
Issue number2
DOIs
Publication statusPublished - 2000

Fields of science

  • 101 Mathematics
  • 101020 Technical mathematics

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