Numerical Analysis of a Fractional Cauchy Problem for the Laplace Equation in an Annular Circular Region

The Cauchy problem for the Laplace equation in an annular bounded region consists of finding a harmonic function from the Dirichlet and Neumann data known on the exterior boundary. This work considers a fractional boundary condition instead of the Dirichlet condition in a circular annular region. We found the solution to the fractional boundary problem using circular harmonics. Then, the Tikhonov regularization is used to handle the numerical instability of the fractional Cauchy problem. The regularization parameter was chosen using the L-curve method, Morozov’s discrepancy principle, and the Tikhonov criterion. From numerical tests, we found that the series expansion of the solution to the Cauchy problem can be truncated in N=20, N=25, or N=30 for smooth functions. For other functions, such as absolute value and the jump function, we have to choose other values of N. Thus, we found a stable method for finding the solution to the problem studied. To illustrate the proposed method, we elaborate on synthetic examples and MATLAB 2021 programs to implement it. The numerical results show the feasibility of the proposed stable algorithm. In almost all cases, the L-curve method gives better results than the Tikhonov Criterion and Morozov’s discrepancy principle. In all cases, the regularization using the L-curve method gives better results than without regularization.

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Journal
Fractal and Fractional
Published
2025-04-27
DOI
https://doi.org/10.3390/fractalfract9050284
Primary Topic
Fractional Differential Equations Solutions
Type
article
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article

Numerical Analysis of a Fractional Cauchy Problem for the Laplace Equation in an Annular Circular Region

María Monserrat Morín Castillo, Eduardo Hernández-Montero, José Jacobo Oliveros Oliveros, José Julio Conde Mones et al.
Fractal and Fractional
Fractional Differential Equations Solutions
article

Numerical Analysis of a Fractional Cauchy Problem for the Laplace Equation in an Annular Circular Region

María Monserrat Morín Castillo, Eduardo Hernández-Montero, José Jacobo Oliveros Oliveros, José Julio Conde Mones, Jose H. Vazquez, Carlos Hernández
article en

Abstract

The Cauchy problem for the Laplace equation in an annular bounded region consists of finding a harmonic function from the Dirichlet and Neumann data known on the exterior boundary. This work considers a fractional boundary condition instead of the Dirichlet condition in a circular annular region. We found the solution to the fractional boundary problem using circular harmonics. Then, the Tikhonov regularization is used to handle the numerical instability of the fractional Cauchy problem. The regularization parameter was chosen using the L-curve method, Morozov’s discrepancy principle, and the Tikhonov criterion. From numerical tests, we found that the series expansion of the solution to the Cauchy problem can be truncated in N=20, N=25, or N=30 for smooth functions. For other functions, such as absolute value and the jump function, we have to choose other values of N. Thus, we found a stable method for finding the solution to the problem studied. To illustrate the proposed method, we elaborate on synthetic examples and MATLAB 2021 programs to implement it. The numerical results show the feasibility of the proposed stable algorithm. In almost all cases, the L-curve method gives better results than the Tikhonov Criterion and Morozov’s discrepancy principle. In all cases, the regularization using the L-curve method gives better results than without regularization.

Fractal and FractionalVol. 9(5)
Benemérita Universidad Autónoma de Puebla (MX)
Openalex Percentile: Top 90%
Fractional Differential Equations Solutions
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Numerical Analysis of a Fractional Cauchy Problem for the Laplace Equation in an Annular Circular Region — María Monserrat Morín Castillo, Eduardo Hernández-Montero, et al. · Fractal and Fractional (2025) | TGRS Research Map | TGRS