先验与后验
数学
期限(时间)
应用数学
反问题
正规化(语言学)
数学优化
鉴定(生物学)
随机过程
扩散
扩散方程
反向
功能(生物学)
扩散过程
算法
随机变量
随机场
计算机科学
概率密度函数
随机微分方程
随机函数
估计理论
参数辨识问题
概率分布
系统标识
随机建模
期望值
随机逼近
统计模型
Tikhonov正则化
似然函数
统计物理学
随机模拟
噪音(视频)
作者
Siying Li,Ruo-Hong Li,Fan Yang,Xiaoxiao Li,Zhenji Tian
摘要
This paper investigates the inverse problem of identifying the unknown source term in a stochastic Caputo-Hadamard time-fractional diffusion equation, where the source term consists of a deterministic function and a stochastic process. By utilizing the statistical properties of final value data (including its expectation and variance), we recover both the deterministic and random terms. To address the inherent ill-posedness of the problem, we apply the quasi-boundary regularization method and provide both a priori and a posteriori error estimates. Finally, numerical experiments in one and two dimensions are conducted to validate the feasibility and effectiveness of the proposed method.
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