Parameter estimation in IMEX-trigonometrically fitted methods for the numerical solution of reaction-diffusion problems

被引:10
作者
D'Ambrosio, Raffaele [1 ]
Moccaldi, Martina [2 ]
Paternoster, Beatrice [2 ]
机构
[1] Univ Aquila, Dept Engn & Comp Sci & Math, Laquila, Italy
[2] Univ Salerno, Dept Math, Fisciano, Italy
关键词
Reaction-diffusion problems; Periodic plane wave solutions; Trigonometrical fitting; Parameter estimation; Adapted method of lines; IMEX methods; LAMBDA-OMEGA-TYPE; RUNGE-KUTTA METHODS; PARTIAL-DIFFERENTIAL-EQUATIONS; IMPLICIT EXPLICIT METHODS; PERIODIC TRAVELING-WAVES; SPATIOTEMPORAL DYNAMICS; CYCLIC POPULATIONS; SYSTEMS; STABILITY;
D O I
10.1016/j.cpc.2018.01.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, an adapted numerical scheme for reaction-diffusion problems generating periodic wave fronts is introduced. Adapted numerical methods for such evolutionary problems are specially tuned to follow prescribed qualitative behaviors of the solutions, making the numerical scheme more accurate and efficient as compared with traditional schemes already known in the literature. Adaptation through the so-called exponential fitting technique leads to methods whose coefficients depend on unknown parameters related to the dynamics and aimed to be numerically computed. Here we propose a strategy for a cheap and accurate estimation of such parameters, which consists essentially in minimizing the leading term of the local truncation error whose expression is provided in a rigorous accuracy analysis. In particular, the presented estimation technique has been applied to a numerical scheme based on combining an adapted finite difference discretization in space with an implicit-explicit time discretization. Numerical experiments confirming the effectiveness of the approach are also provided. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:55 / 66
页数:12
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