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Volume 5, Issue 3
Tikhonov Regularisation Method for Simultaneous Inversion of the Source Term and Initial Data in a Time-Fractional Diffusion Equation

Zhousheng Ruan, Jerry Zhijian Yang & Xiliang Lu

East Asian J. Appl. Math., 5 (2015), pp. 273-300.

Published online: 2018-02

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  • Abstract

The inverse problem of identifying the time-independent source term and initial value simultaneously for a time-fractional diffusion equation is investigated. This inverse problem is reformulated into an operator equation based on the Fourier method. Under a certain smoothness assumption, conditional stability is established. A standard Tikhonov regularisation method is proposed to solve the inverse problem. Furthermore, the convergence rate is given for an a priori and a posteriori regularisation parameter choice rule, respectively. Several numerical examples, including one-dimensional and two-dimensional cases, show the efficiency of our proposed method.

  • AMS Subject Headings

65N21, 49M15

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COPYRIGHT: © Global Science Press

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@Article{EAJAM-5-273, author = {Zhousheng Ruan, Jerry Zhijian Yang and Xiliang Lu}, title = {Tikhonov Regularisation Method for Simultaneous Inversion of the Source Term and Initial Data in a Time-Fractional Diffusion Equation}, journal = {East Asian Journal on Applied Mathematics}, year = {2018}, volume = {5}, number = {3}, pages = {273--300}, abstract = {

The inverse problem of identifying the time-independent source term and initial value simultaneously for a time-fractional diffusion equation is investigated. This inverse problem is reformulated into an operator equation based on the Fourier method. Under a certain smoothness assumption, conditional stability is established. A standard Tikhonov regularisation method is proposed to solve the inverse problem. Furthermore, the convergence rate is given for an a priori and a posteriori regularisation parameter choice rule, respectively. Several numerical examples, including one-dimensional and two-dimensional cases, show the efficiency of our proposed method.

}, issn = {2079-7370}, doi = {https://doi.org/10.4208/eajam.310315.030715a}, url = {http://global-sci.org/intro/article_detail/eajam/10810.html} }
TY - JOUR T1 - Tikhonov Regularisation Method for Simultaneous Inversion of the Source Term and Initial Data in a Time-Fractional Diffusion Equation AU - Zhousheng Ruan, Jerry Zhijian Yang & Xiliang Lu JO - East Asian Journal on Applied Mathematics VL - 3 SP - 273 EP - 300 PY - 2018 DA - 2018/02 SN - 5 DO - http://doi.org/10.4208/eajam.310315.030715a UR - https://global-sci.org/intro/article_detail/eajam/10810.html KW - Time-fractional diffusion equation, conditional stability, Tikhonov regularisation, Morozov discrepancy principle, convergence rate. AB -

The inverse problem of identifying the time-independent source term and initial value simultaneously for a time-fractional diffusion equation is investigated. This inverse problem is reformulated into an operator equation based on the Fourier method. Under a certain smoothness assumption, conditional stability is established. A standard Tikhonov regularisation method is proposed to solve the inverse problem. Furthermore, the convergence rate is given for an a priori and a posteriori regularisation parameter choice rule, respectively. Several numerical examples, including one-dimensional and two-dimensional cases, show the efficiency of our proposed method.

Zhousheng Ruan, Jerry Zhijian Yang and Xiliang Lu. (2018). Tikhonov Regularisation Method for Simultaneous Inversion of the Source Term and Initial Data in a Time-Fractional Diffusion Equation. East Asian Journal on Applied Mathematics. 5 (3). 273-300. doi:10.4208/eajam.310315.030715a
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