A linearly implicit scheme and fast multigrid solver for 3D Fitzhugh-Nagumo equation

被引:1
作者
Wu, Pinxia [1 ]
Pan, Kejia [1 ]
Ling, Weiwei [1 ]
Wu, Qihong [2 ]
机构
[1] Cent South Univ, Sch Math & Stat, HNP LAMA, Changsha 410083, Hunan, Peoples R China
[2] Chengdu Univ, Sch Architecture & Civil Engn, Chengdu 610106, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
3D Fitzhugh-Nagumo equation; Linearly implicit scheme; L-infinity-norm convergence; EXCMG; High efficiency; FINITE-DIFFERENCE SCHEME;
D O I
10.1016/j.camwa.2022.05.003
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work, a second-order finite difference (FD) scheme for three-dimensional (3D) nonlinear Fitzhugh-Nagumo (FN) equation with the nonlinear term treated with semi-implicitly technique is proposed. The existence and uniqueness of the difference scheme is proved, and the stability and convergence of numerical solution in L-infinity-norm are also shown. Then, we employ an efficient extrapolation cascadic multigrid (EXCMG) method to solve the large linear system arising from the proposed second-order FD discretization for the 3D FN equation. Numerical results are presented to verify our theoretical findings of the difference scheme and the efficiency of the EXCMG method. The EXCMG method can also be extended to solve other kinds of time-dependent nonlinear partial differential equations.
引用
收藏
页码:257 / 270
页数:14
相关论文
共 28 条
[1]   Construction and analysis of some nonstandard finite difference methods for the FitzHugh-Nagumo equation [J].
Agbavon, Koffi M. ;
Appadu, Appanah Rao .
NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2020, 36 (05) :1145-1169
[2]  
[Anonymous], 2003, DIFF EQUAT+
[3]   Comparative Study of some Numerical Methods for FitzHugh-Nagumo Equation [J].
Appadu, Appanah Rao ;
Agbavon, Koffi Messan .
INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM-2018), 2019, 2116
[4]   A Jacobi-Gauss-Lobatto collocation method for solving generalized Fitzhugh-Nagumo equation with time-dependent coefficients [J].
Bhrawy, A. H. .
APPLIED MATHEMATICS AND COMPUTATION, 2013, 222 :255-264
[5]   The cascadic multigrid method for elliptic problems [J].
Bornemann, FA ;
Deuflhard, P .
NUMERISCHE MATHEMATIK, 1996, 75 (02) :135-152
[6]  
Briggs W. L., 2000, MULTIGRID TUTORIAL S
[7]   An explicit nonstandard finite difference scheme for the FitzHugh-Nagumo equations [J].
Chapwanya, M. ;
Jejeniwa, O. A. ;
Appadu, A. R. ;
Lubuma, J. M. -S. .
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2019, 96 (10) :1993-2009
[8]   Analysis of extrapolation cascadic multigrid method (EXCMG) [J].
Chen ChuanMiao ;
Hu HongLing ;
Xie ZiQing ;
Li ChenLiang .
SCIENCE IN CHINA SERIES A-MATHEMATICS, 2008, 51 (08) :1349-1360
[9]   Application of semi-analytic methods for the Fitzhugh-Nagumo equation, which models the transmission of nerve impulses [J].
Dehghan, Mehdi ;
Heris, Jalil Manafian ;
Saadatmandi, Abbas .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2010, 33 (11) :1384-1398
[10]   Maximum norm error analysis of an unconditionally stable semi-implicit scheme for multi-dimensional Allen-Cahn equations [J].
He, Dongdong ;
Pan, Kejia .
NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2019, 35 (03) :955-975