An inverse problem of Robin coefficient identification in parabolic equations with interior degeneracy from terminal observation data

In this work, we determine the unknown Robin coefficient in a degenerate parabolic equation. In inverse analysis, the problem under consideration is nonlinear with an ill-formulated operator and nonlocal. For the stable identification of the unknown Robin coefficient, the inverse problem is formulated into a regularised optimization problem. We discuss a variety of practical challenges associated with the problem. The finite element approximation is used to discretize the continuous optimization problem. The convergence and stability analyses are also discussed. Morozov's discrepancy principle is used with the conjugate gradient procedure to construct an iterative scheme. Finally, experiment results are reported to demonstrate the efficiency of the proposed schemes.

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Publication Details

Journal
Applied Numerical Mathematics
Published
2025-02-13
DOI
https://doi.org/10.1016/j.apnum.2025.02.007
Citations
2
Primary Topic
Numerical methods in inverse problems
Type
article
Field-Weighted Citation Impact
7.38
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article

An inverse problem of Robin coefficient identification in parabolic equations with interior degeneracy from terminal observation data

Mahmoud A. Zaky, Mohammed M. Babatin, Leijie Qiao, Ahmed S. Hendy et al.
2 citations
Applied Numerical Mathematics
Numerical methods in inverse problems
7.38
article

An inverse problem of Robin coefficient identification in parabolic equations with interior degeneracy from terminal observation data

Mahmoud A. Zaky, Mohammed M. Babatin, Leijie Qiao, Ahmed S. Hendy, Hamed Ould Sidi
article en
2 citations

Abstract

In this work, we determine the unknown Robin coefficient in a degenerate parabolic equation. In inverse analysis, the problem under consideration is nonlinear with an ill-formulated operator and nonlocal. For the stable identification of the unknown Robin coefficient, the inverse problem is formulated into a regularised optimization problem. We discuss a variety of practical challenges associated with the problem. The finite element approximation is used to discretize the continuous optimization problem. The convergence and stability analyses are also discussed. Morozov's discrepancy principle is used with the conjugate gradient procedure to construct an iterative scheme. Finally, experiment results are reported to demonstrate the efficiency of the proposed schemes.

Applied Numerical MathematicsVol. 212
Ural Federal University (RU), Shanxi University (CN), Imam Mohammad ibn Saud Islamic University (SA), Institut Supérieur de Commerce et d'Administration des Entreprises (MA)
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Numerical methods in inverse problems
7.38
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An inverse problem of Robin coefficient identification in parabolic equations with interior degeneracy from terminal observation data — Mahmoud A. Zaky, Mohammed M. Babatin, et al. · Applied Numerical Mathematics (2025) | TGRS Research Map | TGRS