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Original Articles

Improved and extended results for enhanced convergence rates of Tikhonov regularization in Banach spaces

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Pages 1729-1743 | Received 28 Sep 2009, Accepted 16 Nov 2009, Published online: 24 May 2010

References

  • Engl , HW , Kunisch , K and Neubauer , A . 1989 . Convergence rates for Tikhonov regularization of nonlinear ill-posed problems . Inverse Probl. , 5 : 523 – 540 .
  • Engl , HW , Hanke , M and Neubauer , A . 1996 . Regularization of Inverse Problems , Dordrecht : Kluwer .
  • Hofmann , B , Kaltenbacher , B , Pöschl , C and Scherzer , O . 2007 . A convergence rates result for Tikhonov regularization in Banach spaces with non-smooth operators . Inverse Probl. , 23 : 987 – 1010 .
  • Scherzer , O , Grasmair , M , Grossauer , H , Haltmeier , M and Lenzen , F . 2008 . Variational Methods in Imaging, Volume 167, Applied Mathematical Sciences , New York : Springer .
  • Neubauer , A . 1989 . Tikhonov regularisation for nonlinear ill-posed problems: Optimal convergence rates and finite-dimensional approximation . Inverse Probl. , 5 : 541 – 557 .
  • Köhler , J and Tautenhahn , U . 1995 . Error bounds for regularized solutions of nonlinear ill-posed problems . J. Inverse Ill-Posed Problems , 3 : 47 – 74 .
  • Tautenhahn , U . 1996 . “ Tikhonov regularization for identification problems in differential equations ” . In Parameter Identification and Inverse Problems in Hydrology, Geology and Ecology , Edited by: Gottlieb , J and DuChateau , P . 261 – 270 . Dordrecht : Kluwer .
  • Tautenhahn , U and Jin , Q . 2003 . Tikhonov regularization and a posteriori rules for solving nonlinear ill-posed problems . Inverse Probl. , 19 : 1 – 21 .
  • Resmerita , E . 2005 . Regularization of ill-posed problems in Banach spaces: Convergence rates . Inverse Probl. , 21 : 1303 – 1314 .
  • Hein , T . 2009 . On Tihkonov regularization in Banach spaces–Optimal convergence rates . Appl. Anal. , 88 : 653 – 667 .
  • Neubauer , A . 2009 . On enhanced convergence rates for Tikhonov regularization of nonlinear ill-posed problems in Banach spaces . Inverse Probl. , 25 065009, (10pp)
  • Resmerita , E and Scherzer , O . 2006 . Error estimates for non-quadratic regularization and the relation to enhancement . Inverse Probl. , 22 : 801 – 814 .
  • Hein , T and Hofmann , B . 2009 . Approximate source conditions for nonlinear ill-posed problems–chances and limitations . Inverse Probl. , 25 035003, (16pp)
  • Cioranescu , I . 1990 . Geometry of Banach Spaces, Duality Mappings and Nonlinear Problems , Vol. 62 , Dordrecht : Mathematics and its Applications, Kluwer .
  • Hein , T . 2009 . Tikhonov regularization in Banach spaces–Improved convergence rates results . Inverse Probl. , 25 035002, (18pp)
  • Xu , Z-B and Roach , GF . 1991 . Characteristic inequalities of uniformly convex and uniformly smooth Banach spaces . J. Math. Anal. Appl. , 157 : 189 – 210 .
  • Neubauer , A . 1997 . On converse and saturation results for Tikhonov regularization of linear ill-posed problems . SIAM J. Numer. Anal. , 34 : 517 – 527 .
  • Burger , M and Osher , S . 2004 . Convergence rates of convex variational regularization . Inverse Probl. , 20 : 1411 – 1421 .
  • Geissler , J and Hofmann , B . 2009 . A new approach to source conditions in regularization with general residual term . (published electronically in arXiv:0906.3438v1)
  • Bakushinskii , AB . 1984 . Remarks on choosing a regularization parameter using the quasi-optimality and ratio criterion . USSR Comp. Math. Math. Phys. , 24 : 181 – 182 .
  • Tikhonov , AN , Leonov , AS and Yagola , AG . 1998 . Nonlinear Ill-posed Problems, Applied Mathematics and Mathematical Computation, Vol. 14 (Translated from the Russian) , London : Chapman & Hall .

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