Abstract
The multidimensional heat equation, along with its more general version known as the (linear) anisotropic diffusion equation, is discretized by a discontinuous Galerkin (DG) method in time and a finite element (FE) method of arbitrary regularity in space. We show that the resulting space-time discretization matrices enjoy an asymptotic spectral distribution as the mesh fineness increases, and we determine the associated spectral symbol, i.e., the function that carefully describes the spectral distribution. The analysis of this paper is carried out in a stepwise fashion, without omitting details, and it is supported by several numerical experiments. It is preparatory to the development of specialized solvers for linear systems arising from the FE-DG approximation of both the heat equation and the anisotropic diffusion equation.
Original language | English (US) |
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Pages (from-to) | 1383-1420 |
Number of pages | 38 |
Journal | SIAM Journal on Matrix Analysis and Applications |
Volume | 39 |
Issue number | 3 |
DOIs | |
State | Published - 2018 |
Keywords
- Anisotropic diffusion equation
- B-splines
- Discontinuous Galerkin method
- Finite element method
- Heat equation
- Space-time discretization
- Spectral distribution
- Symbol
ASJC Scopus subject areas
- Analysis