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Parallel-in-time multigrid for space–time finite element approximations of two-dimensional space-fractional diffusion equations
- Source :
- Computers & Mathematics with Applications. 78:3471-3484
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- The paper investigates a non-intrusive parallel time integration with multigrid for space-fractional diffusion equations in two spatial dimensions, which is discretized by the space–time finite element method to propagate solutions. We develop a multigrid-reduction-in-time (MGRIT) algorithm with time-dependent time-grid propagators and provide its two-level convergence theory under the assumptions of the stability and simultaneous diagonalizability on time-grid propagators. Numerical results show that the proposed method possesses the saturation error order, theoretical results of the two-level variant deliver good predictions for our model problems, and significant speedups of the MGRIT can be achieved when compared to the two-level variant with F-relaxation (an equivalent version of the parareal algorithm) and the sequential time-stepping approach.
- Subjects :
- Discretization
Space time
Stability (learning theory)
Propagator
010103 numerical & computational mathematics
01 natural sciences
Finite element method
010101 applied mathematics
Computational Mathematics
Multigrid method
Computational Theory and Mathematics
Two-dimensional space
Modeling and Simulation
Applied mathematics
0101 mathematics
Diffusion (business)
Mathematics
Subjects
Details
- ISSN :
- 08981221
- Volume :
- 78
- Database :
- OpenAIRE
- Journal :
- Computers & Mathematics with Applications
- Accession number :
- edsair.doi...........2171e215ddc60f0ae909320fc5586112