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A PERFORMANCE COMPARISON OF CONTINUOUS AND DISCONTINUOUS GALERKIN METHODS WITH FAST MULTIGRID SOLVERS.
- Source :
- SIAM Journal on Scientific Computing; 2018, Vol. 40 Issue 5, pA3423-A3448, 26p
- Publication Year :
- 2018
-
Abstract
- This study presents a fair performance comparison of the continuous finite element method, the symmetric interior penalty discontinuous Galerkin method, and the hybridized discontinuous Galerkin (HDG) method. Modern implementations of high-order methods with state-of-the-art multigrid solvers for the Poisson equation are considered, including fast matrix-free implementations with sum factorization on quadrilateral and hexahedral elements. For the HDG method, a multigrid approach that combines a grid transfer from the trace space to the space of linear finite elements with algebraic multigrid on further levels is developed. It is found that high-order continuous finite elements give best time to solution for smooth solutions, closely followed by the matrix-free solvers for the other two discretizations. Their performance is up to an order of magnitude higher than that of the best matrix-based methods, even after including the superconvergence effects in the matrix-based HDG method. This difference is because of the vastly better performance of matrix-free operator evaluation as compared to sparse matrix-vector products. A rooine performance model confirms the superiority of the matrix-free implementation. [ABSTRACT FROM AUTHOR]
- Subjects :
- GALERKIN methods
MULTIGRID methods (Numerical analysis)
FINITE element method
Subjects
Details
- Language :
- English
- ISSN :
- 10648275
- Volume :
- 40
- Issue :
- 5
- Database :
- Complementary Index
- Journal :
- SIAM Journal on Scientific Computing
- Publication Type :
- Academic Journal
- Accession number :
- 132907018
- Full Text :
- https://doi.org/10.1137/16M110455X