Solution of the Cauchy problem using iterated Tikhonov regularization

Citation
A. Cimetiere et al., Solution of the Cauchy problem using iterated Tikhonov regularization, INVERSE PR, 17(3), 2001, pp. 553-570
Citations number
16
Categorie Soggetti
Physics
Journal title
INVERSE PROBLEMS
ISSN journal
02665611 → ACNP
Volume
17
Issue
3
Year of publication
2001
Pages
553 - 570
Database
ISI
SICI code
0266-5611(200106)17:3<553:SOTCPU>2.0.ZU;2-4
Abstract
We are interested in this paper in recovering lacking data on some part of a domain boundary, from the knowledge of Cauchy data on the other part. It is first proved that the desired solution is the unique fixed point of some appropriate operator, which naturally gives rise to an iterative process t hat is proved to be convergent. Discretization provides an additional regul arization: the algorithm reads as a least square fitting of the given data, with a regularization term the effect of which fades as iterations go on. Displayed numerical results highlight its accuracy, as well as its robustne ss.