高效迭代任意高阶方法:低阶与高阶之间的自适应桥梁

IF 1.4 4区 数学 Q2 MATHEMATICS, APPLIED Communications on Applied Mathematics and Computation Pub Date : 2023-09-11 DOI:10.1007/s42967-023-00290-w
Lorenzo Micalizzi, Davide Torlo, Walter Boscheri
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引用次数: 1

摘要

摘要提出了一种设计高效p -自适应任意高阶方法的新范式。我们考虑每次迭代获得一阶精度的任意高阶迭代方案,并对其进行修改,使其在特定迭代中获得的精度与同一迭代的离散化精度相匹配。除了计算优势之外,新修改的方法允许自然地执行p -自适应,在满足适当条件时停止迭代。此外,这种修改很容易包含在任意高阶迭代方案的现有实现中,并且如果通过原始方法可以实现,它不会破坏并行化的可能性。本文给出了任意导数法在双曲型偏微分方程求解中的一个应用。我们解释了如何将这样的框架解释为任意高阶迭代格式,通过将其重新转换为延迟校正(DeC)方法,以及如何轻松地修改它以获得更有效的公式,其中局部后先验限制器可以自然地集成,从而导致p -自适应和结构保持性质。最后,针对经典的可压缩气体动力学基准进行了广泛的测试,以证明该方法的鲁棒性和计算效率。
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Efficient Iterative Arbitrary High-Order Methods: an Adaptive Bridge Between Low and High Order
Abstract We propose a new paradigm for designing efficient p -adaptive arbitrary high-order methods. We consider arbitrary high-order iterative schemes that gain one order of accuracy at each iteration and we modify them to match the accuracy achieved in a specific iteration with the discretization accuracy of the same iteration. Apart from the computational advantage, the newly modified methods allow to naturally perform the p -adaptivity, stopping the iterations when appropriate conditions are met. Moreover, the modification is very easy to be included in an existing implementation of an arbitrary high-order iterative scheme and it does not ruin the possibility of parallelization, if this was achievable by the original method. An application to the Arbitrary DERivative (ADER) method for hyperbolic Partial Differential Equations (PDEs) is presented here. We explain how such a framework can be interpreted as an arbitrary high-order iterative scheme, by recasting it as a Deferred Correction (DeC) method, and how to easily modify it to obtain a more efficient formulation, in which a local a posteriori limiter can be naturally integrated leading to the p -adaptivity and structure-preserving properties. Finally, the novel approach is extensively tested against classical benchmarks for compressible gas dynamics to show the robustness and the computational efficiency.
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来源期刊
CiteScore
2.50
自引率
6.20%
发文量
523
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