This paper is devoted to solve a backward problem for a time-fractional diffusion equation by a variational method. The regularity of a weak solution for the direct problem as well as the existence and uniqueness of a weak solution for the adjoint problem are proved. We formulate the backward problem into a variational problem by using the Tikhonov regularization method, and obtain an approximation to the minimizer of the variational problem by using a conjugate gradient method. Four numerical examples in one-dimensional and two-dimensional cases are provided to show the effectiveness of the proposed algorithm.
Accepté le :
DOI : 10.1051/m2an/2019019
Mots-clés : Backward problem, fractional diffusion equation, Tikhonov regularization, variational method, conjugate gradient method
@article{M2AN_2019__53_4_1223_0, author = {Wei, Ting and Xian, Jun}, title = {Variational method for a backward problem for a time-fractional diffusion equation}, journal = {ESAIM: Mathematical Modelling and Numerical Analysis }, pages = {1223--1244}, publisher = {EDP-Sciences}, volume = {53}, number = {4}, year = {2019}, doi = {10.1051/m2an/2019019}, mrnumber = {3978472}, zbl = {1471.65128}, language = {en}, url = {http://www.numdam.org/articles/10.1051/m2an/2019019/} }
TY - JOUR AU - Wei, Ting AU - Xian, Jun TI - Variational method for a backward problem for a time-fractional diffusion equation JO - ESAIM: Mathematical Modelling and Numerical Analysis PY - 2019 SP - 1223 EP - 1244 VL - 53 IS - 4 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/m2an/2019019/ DO - 10.1051/m2an/2019019 LA - en ID - M2AN_2019__53_4_1223_0 ER -
%0 Journal Article %A Wei, Ting %A Xian, Jun %T Variational method for a backward problem for a time-fractional diffusion equation %J ESAIM: Mathematical Modelling and Numerical Analysis %D 2019 %P 1223-1244 %V 53 %N 4 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/m2an/2019019/ %R 10.1051/m2an/2019019 %G en %F M2AN_2019__53_4_1223_0
Wei, Ting; Xian, Jun. Variational method for a backward problem for a time-fractional diffusion equation. ESAIM: Mathematical Modelling and Numerical Analysis , Tome 53 (2019) no. 4, pp. 1223-1244. doi : 10.1051/m2an/2019019. http://www.numdam.org/articles/10.1051/m2an/2019019/
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