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解一类时间分数阶逆扩散问题的Landweber迭代法
Landweber Iterative Method for a Time Fractional Inverse Diffusion Problem
【摘要】 该文研究一类时间Caputo分数阶逆扩散问题.文中应用Landweber迭代法解这一不适定问题分别给出了先验条件和后验条件下迭代次数(正则化参数)的选取准则,并且给出了该方法收敛性的严格数学证明.最后数值实验表明了Landweber迭代方法解该问题的有效性.
【Abstract】 In this paper,an inverse diffusion problem with the Caputo fractional derivative in time is considered.We prove that such a problem is ill-posed and apply the Landweber iteration method.The selection criteria for the number of iterations(regularization parameter) under both prior and posterior conditions are provided respectively,along with a rigorous mathematical proof of the convergence of the method.Finally,a numerical example is given to illustrate the effectiveness of this method.
【关键词】 分数阶逆扩散问题;
Landweber迭代法;
先验和后验迭代选取规则;
误差估计;
【Key words】 fractional inverse diffusion problem; Landweber iterative method; a priori and a posteriori iteration choice rules; error estimate;
【Key words】 fractional inverse diffusion problem; Landweber iterative method; a priori and a posteriori iteration choice rules; error estimate;
【基金】 国家自然科学基金(12101205);黑龙江省自然科学基金(PL2024A010)~~
- 【文献出处】 数学物理学报 ,Acta Mathematica Scientia , 编辑部邮箱 ,2026年01期
- 【分类号】O241.8
- 【下载频次】4