Multirate finite step methods

Many physical phenomena contain different scales. These phenomena can be modeled using partial differential equations (PDEs). Often, these PDEs can be split additively in a fast and a slow part. We extend the multirate infinitesimal steps methods (MIS) to multirate finite step methods (MFS). Both methods resolve the fast scale with an auxiliary differential equation with a fixed slow part. The order conditions of the MIS are derived under the assumption of an exactly resolved fast scale. In contrast, the MFS methods take numerical error of the (numerical) fast , solution into account. We introduce the MFS methods and derive their order conditions for different fast scale integrators. Finally, we give some numerical experiments and compare their stability areas.

[1]  Oswald Knoth,et al.  Generalized Split-Explicit Runge–Kutta Methods for the Compressible Euler Equations , 2014 .

[2]  C. Loan The ubiquitous Kronecker product , 2000 .

[3]  Louis J. Wicker,et al.  Time-Splitting Methods for Elastic Models Using Forward Time Schemes , 2002 .

[4]  M. Carpenter,et al.  Additive Runge-Kutta Schemes for Convection-Diffusion-Reaction Equations , 2003 .

[5]  Sascha Bremicker-Trübelhorn,et al.  On Multirate GARK Schemes with Adaptive Micro Step Sizes for Fluid–Structure Interaction: Order Conditions and Preservation of the Geometric Conservation Law , 2017 .

[6]  Willem Hundsdorfer,et al.  A multirate time stepping strategy for stiff ordinary differential equations , 2007 .

[7]  D. Durran Numerical methods for wave equations in geophysical fluid dynamics , 1999 .

[8]  Adrian Sandu,et al.  Multirate generalized additive Runge Kutta methods , 2016, Numerische Mathematik.

[9]  Adrian Sandu,et al.  A Generalized-Structure Approach to Additive Runge-Kutta Methods , 2015, SIAM J. Numer. Anal..

[10]  Oswald Knoth,et al.  Multirate infinitesimal step methods for atmospheric flow simulation , 2009 .

[11]  E. Hairer,et al.  Solving Ordinary Differential Equations II: Stiff and Differential-Algebraic Problems , 2010 .

[12]  C. W. Gear,et al.  Multirate linear multistep methods , 1984 .

[13]  Ernst Hairer,et al.  Solving Ordinary Differential Equations I: Nonstiff Problems , 2009 .

[14]  Lorenz T. Biegler,et al.  On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming , 2006, Math. Program..