论文标题
尊重对流扩散方程的离散最大原理的有限元方法
Finite element methods respecting the discrete maximum principle for convection-diffusion equations
论文作者
论文摘要
对流扩散反应方程模拟标量量的保护。从分析的角度来看,这些方程在某些条件下满足最大原理,这代表了解决方案的物理界限。在实践中,解决方案的数值近似通常至关重要。该特性的数学公式有助于方法的物理一致性,称为离散最大原理(DMP)。在许多应用中,对流占主导地位的扩散数几个数量级。众所周知,在以对流为主的制度中,标准离散量通常不满足DMP。实际上,在这种情况下,构建离散化是一个充满挑战的问题,一方面尊重DMP,另一方面尊重DMP,并遵守精确的解决方案。本文介绍了有关有限元方法的调查,主要关注以对流为主的制度,该制度满足了本地或全球DMP。讨论了基本数值分析的概念。该调查表明,对于稳态问题,只有少数离散化,它们都是非线性的,同时满足DMP并计算合理准确的解决方案,例如代数稳定的方案。此外,大多数这些离散化已近年来已经开发出来,显示了最近取得的巨大进步。目前,基于代数稳定,非线性和线性的方法是结合全局DMP满意度的唯一有限元方法,并在对流为主导的情况下对进化方程的准确数值结果。
Convection-diffusion-reaction equations model the conservation of scalar quantities. From the analytic point of view, solution of these equations satisfy under certain conditions maximum principles, which represent physical bounds of the solution. That the same bounds are respected by numerical approximations of the solution is often of utmost importance in practice. The mathematical formulation of this property, which contributes to the physical consistency of a method, is called Discrete Maximum Principle (DMP). In many applications, convection dominates diffusion by several orders of magnitude. It is well known that standard discretizations typically do not satisfy the DMP in this convection-dominated regime. In fact, in this case, it turns out to be a challenging problem to construct discretizations that, on the one hand, respect the DMP and, on the other hand, compute accurate solutions. This paper presents a survey on finite element methods, with a main focus on the convection-dominated regime, that satisfy a local or a global DMP. The concepts of the underlying numerical analysis are discussed. The survey reveals that for the steady-state problem there are only a few discretizations, all of them nonlinear, that at the same time satisfy the DMP and compute reasonably accurate solutions, e.g., algebraically stabilized schemes. Moreover, most of these discretizations have been developed in recent years, showing the enormous progress that has been achieved lately. Methods based on algebraic stabilization, nonlinear and linear ones, are currently as well the only finite element methods that combine the satisfaction of the global DMP and accurate numerical results for the evolutionary equations in the convection-dominated situation.