CENTER FOR COMPUTATIONAL MATHEMATICS COLLOQUIUM
UNIVERSITY OF COLORADO AT DENVER
TITLE: Recent Advances on Additive Schwarz Methods
SPEAKER: Marcus Sarkis,
University of Colorado at Boulder
DATE: Monday, February 2, 1998
PLACE: Mathematics Conference Room 626
UCD Building, 1250 14th St., Denver
TIME: noon (Refreshments served at 11:45 am)
ABSTRACT
The original additive Schwarz method (AS) was introduced for solving
symmetric positive definite elliptic finite element problems, and was
later extended to many other nonsymmetric and non-elliptic systems. In
the first part of this presentation I discuss a modified overlapping
additive Schwarz preconditioner for sparse linear systems. We
proposed a very simple change on the (AS), and the resulting method
is more effective in terms of both iteration numbers and CPU time on
sequential and parallel computers. The method is referred to as the
restricted additive Schwarz (RAS). I will discuss some theoretical
results obtained for the laplacian operator and will address the
theoretical results that confirms that the RAS is superior to the AS.
I will show numerical results for a wide range of problems including
convection-diffusion equations, indefinite complex Helmholtz equations
and the 3D compressible Euler's equation discretized on unstructured meshes.
In the second part of this talk, I will present discretizations and
preconditioners for solving two-dimensional elliptic problems discretized
on overlapping non-matching grids. I first discuss ways to
formulate the discrete problem. The formulations are based either on
Alternating Schwarz technique or on weighted bilinear forms. The
discrete problem also depends on how to pass the values of a function
from one grid to another; a simple pointwise interpolation or
a mortar projection can be used. Theoretical results and numerical
experiments will be presented to understand how the accuracy and
the preconditioning depends on the mesh sizes, ratio of the mesh sizes,
and the size of the overlap of the non-matching grids. Some of the
presented results have been obtained in joint work with Prof Xiao-Chuan Cai,
Maksymilian Dryja and Tarek Mathew.