English

Approximating inverse FEM matrices on non-uniform meshes with $\mathcal{H}$-matrices

Numerical Analysis 2024-07-25 v2 Numerical Analysis

Abstract

We consider the approximation of the inverse of the finite element stiffness matrix in the data sparse H\mathcal{H}-matrix format. For a large class of shape regular but possibly non-uniform meshes including graded meshes, we prove that the inverse of the stiffness matrix can be approximated in the H\mathcal{H}-matrix format at an exponential rate in the block rank. Since the storage complexity of the hierarchical matrix is logarithmic-linear and only grows linearly in the block-rank, we obtain an efficient approximation that can be used, e.g., as an approximate direct solver or preconditioner for iterative solvers.

Keywords

Cite

@article{arxiv.2005.04999,
  title  = {Approximating inverse FEM matrices on non-uniform meshes with $\mathcal{H}$-matrices},
  author = {Niklas Angleitner and Markus Faustmann and Jens Markus Melenk},
  journal= {arXiv preprint arXiv:2005.04999},
  year   = {2024}
}