학술논문

A modified Tikhonov regularization for unknown source in space fractional diffusion equation
Document Type
article
Source
Open Mathematics, Vol 20, Iss 1, Pp 1309-1319 (2022)
Subject
ill-posed problem
super order regularization
unknown source
discrepancy principle
hermite approximation
35r30
47a52
65m30
65m32
Mathematics
QA1-939
Language
English
ISSN
2391-5455
Abstract
In this article, we consider the identification of an unknown steady source in a class of fractional diffusion equations. A modified Tikhonov regularization method based on Hermite expansion is presented to deal with the ill-posedness of the problem. By using the properties of Hermitian functions, we construct a modified penalty term for the Tikhonov functional. It can be proved that the method can adaptively achieve the order optimal results when we choose the regularization parameter by the discrepancy principle. Some examples are also provided to verify the effectiveness of the method.