Two Regularization Methods for Identifying the Spatial Source Term Problem for a Space-Time Fractional Diffusion-Wave Equation
Chenyu Zhang (),
Fan Yang and
Xiaoxiao Li
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Chenyu Zhang: School of Science, Lanzhou University of Technology, Lanzhou 730050, China
Fan Yang: School of Science, Lanzhou University of Technology, Lanzhou 730050, China
Xiaoxiao Li: School of Science, Lanzhou University of Technology, Lanzhou 730050, China
Mathematics, 2024, vol. 12, issue 2, 1-28
Abstract:
In this paper, we delve into the challenge of identifying an unknown source in a space-time fractional diffusion-wave equation. Through an analysis of the exact solution, it becomes evident that the problem is ill-posed. To address this, we employ both the Tikhonov regularization method and the Quasi-boundary regularization method, aiming to restore the stability of the solution. By adhering to both a priori and a posteriori regularization parameter choice rules, we derive error estimates that quantify the discrepancies between the regularization solutions and the exact solution. Finally, we present numerical examples to illustrate the effectiveness and stability of the proposed methods.
Keywords: space-time fractional diffusion-wave equation; Tikhonov regularization method; quasi-boundary regularization method; ill-posed problem; identifying the unknown source (search for similar items in EconPapers)
JEL-codes: C (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:gam:jmathe:v:12:y:2024:i:2:p:231-:d:1316788
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