Numerical simulations for initial value inversion problem in a two-dimensional degenerate parabolic equation

被引:3
作者
Deng, Zui-Cha [1 ,2 ]
Liu, Fan-Li [1 ]
Yang, Liu [1 ]
机构
[1] Lanzhou Jiaotong Univ, Sch Math & Phys, Lanzhou 730070, Gansu, Peoples R China
[2] Lanzhou Jiaotong Univ, Comp Sci & Technol Expt Teaching Ctr, Lanzhou 730070, Gansu, Peoples R China
来源
AIMS MATHEMATICS | 2021年 / 6卷 / 04期
基金
中国国家自然科学基金;
关键词
initial value inversion problem; degenerate parabolic equation; difference scheme; stability; numerical simulation; COEFFICIENT; PARAMETER;
D O I
10.3934/math.2021187
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we study the inverse problem of identifying the initial value of a two-dimensional degenerate parabolic equation, which often appears in the fields of engineering, physics, and computer image processing. Firstly, the difference scheme of forward problem is established by using the finite volume method. Then stability and convergence of the difference equations are proved rigorously. Finally, the Landweber iteration and conjugate gradient method are used to solve the inverse problem, and some typical numerical examples are shown to verify the validity of our iterative algorithm. Numerical results show that the algorithm is stable and efficient.
引用
收藏
页码:3080 / 3104
页数:25
相关论文
共 33 条
[1]   A family of new globally convergent linearization schemes for solving Richards' equation [J].
Albuja, Guillermo ;
Avila, Andres I. .
APPLIED NUMERICAL MATHEMATICS, 2021, 159 :281-296
[2]  
[Anonymous], 1996, Regularization of inverse problems, DOI 10.1007/978-94-009-1740-8
[3]  
[Anonymous], 1995, Conjugate Gradient Type Methods for Ill-Posed Problems
[4]   Inverse source problem and null controllability for multidimensional parabolic operators of Grushin type [J].
Beauchard, K. ;
Cannarsa, P. ;
Yamamoto, M. .
INVERSE PROBLEMS, 2014, 30 (02)
[5]  
Berardi M., 2001, COMPUT MATH APPL, V1990
[6]   A transversal method of lines for the numerical modeling of vertical infiltration into the vadose zone [J].
Berardi, Marco ;
Difonzo, Fabio ;
Notarnicola, Filippo ;
Vurro, Michele .
APPLIED NUMERICAL MATHEMATICS, 2019, 135 :264-275
[7]   Soil moisture prediction with the ensemble Kalman filter: Handling uncertainty of soil hydraulic parameters [J].
Brandhorst, N. ;
Erdal, D. ;
Neuweiler, I. .
ADVANCES IN WATER RESOURCES, 2017, 110 :360-370
[8]   Carleman estimates for a class of degenerate parabolic operators [J].
Cannarsa, P. ;
Martinez, P. ;
Vancostenoble, J. .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2008, 47 (01) :1-19
[9]  
Cannarsa P, 2005, ADV DIFFERENTIAL EQU, V10, P153
[10]   Determination of source terms in a degenerate parabolic equation [J].
Cannarsa, P. ;
Tort, J. ;
Yamamoto, M. .
INVERSE PROBLEMS, 2010, 26 (10)