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Expanding the applicability of an a posteriori parameter choice strategy for Tikhonov regularization of nonlinear ill-posed problems

Authors :
Yi-bin Xiao
Santhosh George
Yeol Je Cho
Ioannis K. Argyros
Source :
Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas. 113:2813-2826
Publication Year :
2019
Publisher :
Springer Science and Business Media LLC, 2019.

Abstract

We expand the applicability of an a posteriori parameter choice strategy for Tikhonov regularization of the nonlinear ill-posed problem presented in Jin and Hou (Numer Math 83:139–159, 1999) by weakening the conditions needed in Jin and Hou [13]. Using a center-type Lipschitz condition instead of a Lipschitz-type condition used in Jin and Hou [13], Scherzer et al. (SIAM J Numer Anal 30:1796–1838, 1993), we obtain a tighter convergence analysis. Numerical examples are presented to show that our results apply but earlier ones do not apply to solve equations.

Details

ISSN :
15791505 and 15787303
Volume :
113
Database :
OpenAIRE
Journal :
Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas
Accession number :
edsair.doi...........35972b2eb87cec999a12e36a975f2b27
Full Text :
https://doi.org/10.1007/s13398-019-00657-w