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Mathematics > Numerical Analysis

Title: Multi-rate Runge-Kutta methods: stability analysis and applications

Abstract: We present an approach for the efficient implementation of self-adjusting multi-rate Runge-Kutta methods and we extend the previously available stability analyses of these methods to the case of an arbitrary number of sub-steps for the active components. We propose a physically motivated model problem that can be used to assess the stability of different multi-rate versions of standard Runge-Kutta methods and the impact of different interpolation methods for the latent variables. Finally, we present the results of several numerical experiments, performed with implementations of the proposed methods in the framework of the \textit{OpenModelica} open-source modelling and simulation software, which demonstrate the efficiency gains deriving from the use of the proposed multi-rate approach for physical modelling problems with multiple time scales.
Subjects: Numerical Analysis (math.NA)
Cite as: arXiv:2405.02139 [math.NA]
  (or arXiv:2405.02139v1 [math.NA] for this version)

Submission history

From: Luca Bonaventura [view email]
[v1] Fri, 3 May 2024 14:41:01 GMT (2381kb,D)

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