English

Tikhonov and Landweber convergence rates: characterization by interpolation spaces

Numerical Analysis 2015-09-30 v4

Abstract

Algebraic convergences rates of (iterated) Tikhonov regularization for linear inverse problems in Hilbert spaces are characterized by the membership of the exact solution to intermediate spaces produced by the K-method of real interpolation. Similar results are obtained for the Landweber iteration.

Keywords

Cite

@article{arxiv.1503.05742,
  title  = {Tikhonov and Landweber convergence rates: characterization by interpolation spaces},
  author = {Roman Andreev},
  journal= {arXiv preprint arXiv:1503.05742},
  year   = {2015}
}