A fast solvable operator-splitting scheme for time-dependent advection diffusion equation

IF 2.2 2区 数学 Q1 MATHEMATICS, APPLIED Applied Numerical Mathematics Pub Date : 2024-06-05 DOI:10.1016/j.apnum.2024.05.024
Chengyu Chen , Xue-Lei Lin
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Abstract

It is well known that the implicit central difference discretization for unsteady advection diffusion equation (ADE) suffers from being time-consuming to solve when the advection term dominates. In this paper, we propose an operator-splitting scheme for the unsteady ADE, in which the ADE is firstly discretized by Crank-Nicolson (CN) scheme in time and central difference scheme in space; and then the discrete advection-diffusion problem is split as advection sub-problem and diffusion sub-problem at each time-level. The significance of the new scheme is that these sub-problems can be fast and directly solved within a linearithmic complexity (a linear-times-logarithm complexity) by means of fast sine transforms (FSTs). In particular, the complexity is independent of the dominance of the advection term. Theoretically, we show that proposed scheme is unconditionally stable and of second-order convergence in time and space. Numerical results are reported to show the efficiency of the proposed scheme.

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时变平流扩散方程的快速可解算子分割方案
众所周知,当平流项占主导地位时,非稳态平流扩散方程(ADE)的隐式中心差分离散解法会耗费大量时间。本文提出了一种非稳态 ADE 的算子拆分方案,即首先采用 Crank-Nicolson (CN) 方案对 ADE 进行时间离散化,再采用中心差分方案对 ADE 进行空间离散化;然后将离散的平流-扩散问题拆分为每个时间级的平流子问题和扩散子问题。新方案的意义在于,通过快速正弦变换(FST),这些子问题可以在线性算术复杂度(线性倍对数复杂度)内快速直接求解。特别是,复杂度与平流项的主导地位无关。从理论上讲,我们证明所提出的方案是无条件稳定的,并且在时间和空间上都具有二阶收敛性。报告的数值结果表明了所提方案的效率。
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来源期刊
Applied Numerical Mathematics
Applied Numerical Mathematics 数学-应用数学
CiteScore
5.60
自引率
7.10%
发文量
225
审稿时长
7.2 months
期刊介绍: The purpose of the journal is to provide a forum for the publication of high quality research and tutorial papers in computational mathematics. In addition to the traditional issues and problems in numerical analysis, the journal also publishes papers describing relevant applications in such fields as physics, fluid dynamics, engineering and other branches of applied science with a computational mathematics component. The journal strives to be flexible in the type of papers it publishes and their format. Equally desirable are: (i) Full papers, which should be complete and relatively self-contained original contributions with an introduction that can be understood by the broad computational mathematics community. Both rigorous and heuristic styles are acceptable. Of particular interest are papers about new areas of research, in which other than strictly mathematical arguments may be important in establishing a basis for further developments. (ii) Tutorial review papers, covering some of the important issues in Numerical Mathematics, Scientific Computing and their Applications. The journal will occasionally publish contributions which are larger than the usual format for regular papers. (iii) Short notes, which present specific new results and techniques in a brief communication.
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