Skip to main navigation Skip to search Skip to main content

Improved uniform error bounds on parareal exponential algorithm for highly oscillatory systems

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Abstract

For the well known parareal algorithm, we formulate and analyse a novel class of parareal exponential schemes with improved uniform accuracy for highly oscillatory system q¨+1ε2Mq=1εμf(q) with μ= 0 or 1. The solution of this considered system propagates waves with wavelength at O(ε) in time and the value of μ corresponds to the strength of nonlinearity. This brings significantly numerical burden in scientific computation for highly oscillatory systems with 0 < ε≪ 1 . The new proposed algorithm is formulated by using some reformulation approaches to the problem, Fourier pseudo-spectral methods, and parareal exponential integrators. The fast Fourier transform is incorporated in the implementation. We rigorously study the convergence, showing that for nonlinear systems, the algorithm has improved uniform accuracy O(ε(2k+3)(1-μ)Δ t2k+2+ ε5(1-μ)δt4) in the position and O(ε(2k+3)(1-μ)-1Δ t2k+2+ ε4-5μδt4) in the momenta, where k is the number of parareal iterations, and Δ t and δt are two time stepsizes used in the algorithm. The energy conservation is also discussed and the algorithm is shown to have an improved energy conservation. Numerical experiments are provided and the numerical results demonstrate the improved uniform accuracy and improved energy conservation of the obtained integrator through four Hamiltonian differential equations including nonlinear wave equations.

Original languageEnglish
Article number6
JournalBIT Numerical Mathematics
Volume64
Issue number1
DOIs
StatePublished - Mar 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Fourier pseudospectral methods
  • Highly oscillatory systems
  • Improved uniform accuracy
  • Parareal exponential integrators

Fingerprint

Dive into the research topics of 'Improved uniform error bounds on parareal exponential algorithm for highly oscillatory systems'. Together they form a unique fingerprint.

Cite this