Determination of an Energy Source Term for Fractional Diffusion Equation

J. Sensors Pub Date : 2022-08-26 DOI:10.1155/2022/7984688
S. Mahmoud, Hamed Ould Sidi, M. Sidi
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引用次数: 1

Abstract

In this article, we will determine the source term of the fractional diffusion equation (FDE). Our contribution to this work is the generalization of the common inverse diffusion equation issues and the inverse diffusion equation problems for fractional diffusion equations with energy source and using Caputo fractional derivatives in time and space. The problem is reformulated in a least-squares framework, which leads to a nonconvex minimization problem, which is solved using a Tikhonov regularization. By considering the direct problem with an implicit finite difference scheme (IFDS), the numerical inversions are performed for the source term in several approximate spaces. The inversion algorithm (IA) uniqueness is obtained. Furthermore, the effect of fractional order and regularization parameter on the inversion algorithm is carried out and shows that the inversion algorithm is effective. The order of fractional derivatives expresses the global property of the direct problem and also shows the badly posed nature of the inverted problem in question.
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分数阶扩散方程能量源项的确定
在本文中,我们将确定分数扩散方程(FDE)的源项。我们的贡献是推广了常见的反扩散方程问题和带能量源的分数阶扩散方程的反扩散方程问题,并在时间和空间上使用了Caputo分数阶导数。该问题在最小二乘框架中重新表述,这导致了一个非凸最小化问题,该问题使用Tikhonov正则化解决。考虑具有隐式有限差分格式(IFDS)的直接问题,在若干近似空间中对源项进行数值反演。得到了反演算法(IA)的唯一性。此外,还研究了分数阶和正则化参数对反演算法的影响,证明了反演算法的有效性。分数阶导数的阶数表达了正问题的全局性,也表明了所讨论的反问题的严重定性。
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