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Research Article | Open Access

Galerkin spectral method for a multi-term time-fractional diffusion equation and an application to inverse source problem

L.L. Sun( )M.L. Chang
School of Mathematics and statistics, Northwest Normal University, Gansu 730000, P.R. China
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Abstract

In this paper, we employ the Galerkin spectral method to handle a multi-term time-fractional diffusion equation, and investigate the numerical stability and convergence of the proposed method. In addition, we find an interesting application of the Galerkin spectral method to solving an inverse source problem efficiently from the noisy final data in a general bounded domain, and the uniqueness and the ill-posedness for the inverse problem are proved based on expression of the solution. Furthermore, we compare the calculation results of spectral method and finite difference method without any regularization method, and get a norm estimate of the coefficient matrix of a spectral method discretized. And for that we conclude that the spectral method itself can act as a regularization method for some inverse problem (such as inverse source problem). Finally, several numerical examples are used to illustrate the effectiveness and accuracy of the method.

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Networks and Heterogeneous Media
Pages 212-243

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Cite this article:
Sun L, Chang M. Galerkin spectral method for a multi-term time-fractional diffusion equation and an application to inverse source problem. Networks and Heterogeneous Media, 2023, 18(1): 212-243. https://doi.org/10.3934/nhm.2023008

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Received: 26 September 2022
Revised: 11 November 2022
Accepted: 23 November 2022
Published: 15 March 2023
©2023 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)