Implicit-explicit variational integration of highly oscillatory problems

  • Ari Stern
  • , Eitan Grinspun

Research output: Contribution to journalArticlepeer-review

66 Scopus citations

Abstract

In this paper, we derive a variational integrator for certain highly oscillatory problems in mechanics. To do this, we take a new approach to the splitting of fast and slow potential forces: rather than splitting these forces at the level of the differential equations or the Hamiltonian, we split the two potentials with respect to the Lagrangian action integral. By using a different quadrature rule to approximate the contribution of each potential to the action, we arrive at a geometric integrator that is implicit in the fast force and explicit in the slow force. This can allow for significantly longer time steps to be taken (compared to standard explicit methods, such as Störmer/Verlet) at the cost of only a linear solve rather than a full nonlinear solve. We also analyze the stability of this method, in particular proving that it eliminates the linear resonance instabilities that can arise with explicit multiple-time-stepping methods. Next, we perform some numerical experiments, studying the behavior of this integrator for two test problems: a system of coupled linear oscillators, for which we compare the stability of this method against the resonance behavior of the r-RESPA method, and slow energy exchange in the Fermi-Pasta-Ulam (FPU) problem, which couples fast linear oscillators with slow nonlinear oscillators. Finally, we prove that this integrator accurately preserves the slow energy exchange between the fast oscillatory components, which explains the numerical behavior observed for the FPU problem.

Original languageEnglish
Pages (from-to)1779-1794
Number of pages16
JournalMultiscale Modeling and Simulation
Volume7
Issue number4
DOIs
StatePublished - 2009

Keywords

  • Fermi-Pasta-Ulam problem
  • Highly oscillatory problems
  • IMEX
  • Implicit-explicit methods
  • Numerical resonance instability
  • Symplectic integrators
  • Variational integrators

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