Algebraic multigrid based on element interpolation (AMGE)

Citation
M. Brezina et al., Algebraic multigrid based on element interpolation (AMGE), SIAM J SC C, 22(5), 2001, pp. 1570-1592
Citations number
24
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON SCIENTIFIC COMPUTING
ISSN journal
10648275 → ACNP
Volume
22
Issue
5
Year of publication
2001
Pages
1570 - 1592
Database
ISI
SICI code
1064-8275(20010208)22:5<1570:AMBOEI>2.0.ZU;2-2
Abstract
We introduce AMGe, an algebraic multigrid method for solving the discrete e quations that arise in Ritz-type finite element methods for partial differe ntial equations. Assuming access to the element sti ness matrices, we have that AMGe is based on the use of two local measures, which are derived from global measures that appear in existing multigrid theory. These new measur es are used to determine local representations of algebraically smooth erro r components that provide the basis for constructing effective interpolatio n and, hence, the coarsening process for AMG. Here, we focus on the interpo lation process; choice of the coarse grids based on these measures is the s ubject of current research. We develop a theoretical foundation for AMGe an d present numerical results that demonstrate the efficacy of the method.