多项时间分数扩散方程中未知源识别的两种正则化方法

IF 0.7 4区 数学 Q2 MATHEMATICS Rocky Mountain Journal of Mathematics Pub Date : 2023-10-01 DOI:10.1216/rmj.2023.53.1387
Maoli Chang, Liangliang Sun, Yuxin Wang
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引用次数: 0

摘要

在一般有界区域上,研究了含噪声最终数据的多项时间分数扩散方程的逆源问题。这个问题是不适定的。基于多项式Mittag-Leffler函数的解的表达式和一些性质,导出了反问题的唯一性和条件稳定性。进一步介绍了改进的准边界正则化方法和Landweber迭代正则化方法来求解逆源问题。分别给出了在先验正则化参数选择规则和后验正则化参数选择规则下正则化解与精确解的收敛性估计。最后,在一维情况下用有限差分法求解正源问题和逆源问题,在二维情况下用有限元法求解。数值算例表明了该方法在一维和二维情况下的有效性。
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TWO REGULARIZATION METHODS FOR IDENTIFYING THE UNKNOWN SOURCE IN A MULTITERM TIME-FRACTIONAL DIFFUSION EQUATION
We study an inverse source problem for a multiterm time-fractional diffusion equation from a noisy final data in a general bounded domain. This problem is ill-posed. Uniqueness and a conditional stability for the inverse problem are derived based on an expression of the solution and some properties of the multinomial Mittag-Leffler function. Further we introduce the modified quasiboundary regularization method and the Landweber iterative regularization method to solve the inverse source problem. Convergence estimates between the regularization solution and the exact solution are given under the a priori regularization parameter choice rule and the a posteriori regularization parameter choice rule, respectively. Finally, we use the finite difference method to solve the direct problem and the inverse source problem in the one-dimensional case, and apply the finite element method to solve them in the two-dimensional case. Numerical examples are provided to show the effectiveness of the proposed method in the one- and two-dimensional cases.
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来源期刊
CiteScore
1.20
自引率
12.50%
发文量
71
审稿时长
7.5 months
期刊介绍: Rocky Mountain Journal of Mathematics publishes both research and expository articles in mathematics, and particularly invites well-written survey articles. The Rocky Mountain Journal of Mathematics endeavors to publish significant research papers and substantial expository/survey papers in a broad range of theoretical and applied areas of mathematics. For this reason the editorial board is broadly based and submissions are accepted in most areas of mathematics. In addition, the journal publishes specialized conference proceedings.
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