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用Tikhonov正则化方法同时反演对流扩散方程的对流速度和源函数

周子融 杨柳 王清艳

四川大学学报(自然科学版)2024,Vol.61Issue(1):15-24,10.
四川大学学报(自然科学版)2024,Vol.61Issue(1):15-24,10.DOI:10.19907/j.0490-6756.2024.011003

用Tikhonov正则化方法同时反演对流扩散方程的对流速度和源函数

Simultaneously inverting the convection velocity and source function of convection-diffusion equations by using the Tikhonov regularization method

周子融 1杨柳 1王清艳1

作者信息

  • 1. 兰州交通大学数理学院,兰州 730070
  • 折叠

摘要

Abstract

In this paper,given additionally two observation data,the inverse problem of simultaneously inverting the convection velocity and source function of the convection diffusion equations is studied.The original problem belongs to a class of convection-diffusion equations with non-zero initial value.First,by transforming the information of the initial value into a source function and then combining it with the source function,we transform the original problem into a convection-diffusion problem with homogeneous conditions.Further,to handle the ill-posedness of the new problem,we construct the cor-responding minimization objective functional by using the Tikhonov regularization method,and the ex-istence and necessary conditions for the optimal solution are discussed.Finally,for the special case of small terminal time,the uniqueness and stability of the optimal solution are obtained.

关键词

对流扩散方程/反问题/源函数/Tikhonov正则化方法

Key words

Convection-diffusion equation/Inverse problem/Source function/Tikhonov regularization method

分类

数理科学

引用本文复制引用

周子融,杨柳,王清艳..用Tikhonov正则化方法同时反演对流扩散方程的对流速度和源函数[J].四川大学学报(自然科学版),2024,61(1):15-24,10.

基金项目

国家自然科学基金(61663018,11961042) (61663018,11961042)

甘肃省自然科学基金(22JR5RA341) (22JR5RA341)

四川大学学报(自然科学版)

OA北大核心CSTPCD

0490-6756

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