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Absolute Stability and Implementation of the Two-Times Repeated Richardson Extrapolation Together with Explicit Runge-Kutta Methods

机译:两次重复的Richardson外推法和显式Runge-Kutta方法的绝对稳定性和实现

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Efficient implementation of the Two-times Repeated Richardson Extrapolation is studied in this paper under the assumption that systems of ordinary differential equations (ODEs) are solved numerically by Explicit Runge-Kutta Methods (ERKMs). The combinations of the Two-times Repeated Richardson Extrapolation with the ERKMs are new numerical methods. The computational cost per step of these new numerical methods is higher than the computational cost per step of the underlying ERKMs. However, the order of accuracy of the combined methods becomes very high: if the order of accuracy of the underlying ERKM is p, then the order of accuracy of its combination with the Two-times Repeated Richardson Extrapolation is at least p + 3 when the right-hand-side function of the system of ODEs is sufficiently many times continuously differentiable. Moreover, the stability properties of the new methods are always better than those of the underlying numerical methods when p = m and m = 1, 2,3,4 (where m is the number of stage vectors in the chosen ERKM). These two useful properties, higher accuracy and better stability, are often giving a very reasonable compensation for the increased computational cost per step, because the same degree of accuracy can be achieved by applying a large stepsize which leads to a considerable reduction of the number of steps when the Two-times Repeated Richardson Extrapolation is used. This fact is verified by several numerical experiments.
机译:本文在假设常微分方程组(ODEs)由显式Runge-Kutta方法(ERKMs)数值求解的前提下,研究了两次重复的Richardson外推法的有效实现。两次重复的Richardson外推法与ERKM的组合是新的数值方法。这些新的数值方法的每步计算成本高于基础ERKM的每步计算成本。但是,组合方法的精度等级变得非常高:如果基础ERKM的精度等级为p,则当与ERKM两次重复Richardson外推法相结合时,其组合的精度等级至少为p + 3。 ODE系统的右侧功能可以连续许多次地进行微分。此外,当p = m且m = 1、2、3、4(其中m是所选ERKM中的阶段向量的数量)时,新方法的稳定性始终优于基础数值方法。这两个有用的特性,即较高的精度和更好的稳定性,通常可以为每步增加的计算成本提供非常合理的补偿,因为通过应用较大的步长可以实现相同程度的精度,从而大大减少了步数。使用两次重复的Richardson外推法的步骤。这一事实已通过几个数值实验得到了验证。

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