一种新的高效显式延迟校正框架:双曲偏微分方程和自适应的分析与应用

IF 1.4 4区 数学 Q2 MATHEMATICS, APPLIED Communications on Applied Mathematics and Computation Pub Date : 2023-09-12 DOI:10.1007/s42967-023-00294-6
Lorenzo Micalizzi, Davide Torlo
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引用次数: 0

摘要

递延校正(DeC)是一个迭代过程,其特点是每次迭代精度都在提高,可用于设计递延校正系统的数值方法。该框架的主要优点是可以自动获得任意高阶方法,这些方法可以用RK形式表示。缺点是相对于最常用的RK方法,计算成本更大。为了降低这种成本,在显式设置中,我们提出了一种有效的修改:我们在DeC迭代之间引入插值过程,减少与低阶迭代相关的计算成本。我们提供了新的改进方法的屠夫表,并研究了它们的稳定性,表明在某些情况下计算优势并不影响稳定性。新修改的灵活性允许非平凡应用于pde和自适应方法的构建。所介绍的方法的良好性能在ODE和PDE上下文中的几个基准上进行了广泛的测试。
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A New Efficient Explicit Deferred Correction Framework: Analysis and Applications to Hyperbolic PDEs and Adaptivity
Abstract The deferred correction (DeC) is an iterative procedure, characterized by increasing the accuracy at each iteration, which can be used to design numerical methods for systems of ODEs. The main advantage of such framework is the automatic way of getting arbitrarily high order methods, which can be put in the Runge-Kutta (RK) form. The drawback is the larger computational cost with respect to the most used RK methods. To reduce such cost, in an explicit setting, we propose an efficient modification: we introduce interpolation processes between the DeC iterations, decreasing the computational cost associated to the low order ones. We provide the Butcher tableaux of the new modified methods and we study their stability, showing that in some cases the computational advantage does not affect the stability. The flexibility of the novel modification allows nontrivial applications to PDEs and construction of adaptive methods. The good performances of the introduced methods are broadly tested on several benchmarks both in ODE and PDE contexts.
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CiteScore
2.50
自引率
6.20%
发文量
523
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