从一阶热矩确定时间-分数反应-扩散方程中的时源系数

Q4 Earth and Planetary Sciences Iraqi Journal of Science Pub Date : 2024-03-29 DOI:10.24996/ijs.2024.65.3.35
Qutaiba W. Ibraheem, M. S. Hussein
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引用次数: 0

摘要

本文旨在通过应用基于有限差分方案和 Tikhonov 正则化的方法,确定一种半线性时间分数反源问题的随时间变化的热系数和温度解。无条件稳定的隐式有限差分方案被用作直接(正向)求解器。通过优化工具箱中的 MATLAB 例程 lsqnonlin,逆问题被重新表述为非线性最小平方最小化,并得到高效求解。由于该问题通常是不正确的,这意味着输入数据中包含的任何误差都会在输出数据中产生较大误差。因此,我们采用了 Tikhonov 正则化技术,以获得稳定而准确的结果。最后,为了证明我们方案的准确性和有效性,我们考虑了两个基准测试问题,并在不同噪声水平下取得了良好的效果。
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Determination of Timewise-Source Coefficient in Time-Fractional Reaction-Diffusion Equation from First Order Heat Moment
     This article aims to determine the time-dependent heat coefficient together with the temperature solution for a type of semi-linear time-fractional inverse source problem by applying a method based on the finite difference scheme and Tikhonov regularization. An unconditionally stable implicit finite difference scheme is used as a direct (forward) solver. While by the MATLAB routine lsqnonlin from the optimization toolbox, the inverse problem is reformulated as nonlinear least square minimization and solved efficiently. Since the problem is generally incorrect or ill-posed that means any error inclusion in the input data will produce a large error in the output data. Therefore, the Tikhonov regularization technique is applied to obtain stable and accurate results. Finally, to demonstrate the accuracy and effectiveness of our scheme, two benchmark test problems have been considered, and its good working with different noise levels.
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来源期刊
Iraqi Journal of Science
Iraqi Journal of Science Chemistry-Chemistry (all)
CiteScore
1.50
自引率
0.00%
发文量
241
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