L. Formaggia et al., A NUMERICAL INVESTIGATION OF SCHWARZ DOMAIN DECOMPOSITION TECHNIQUES FOR ELLIPTIC PROBLEMS ON UNSTRUCTURED GRIDS, Mathematics and computers in simulation, 44(4), 1997, pp. 313-330
We consider a parallel implementation of the additive two-level Schwar
z domain decomposition technique. The procedure is applied to elliptic
problems on general unstructured grids of triangles and tetrahedra. A
symmetric, positive-definite system of linear equations results from
the discretization of the differential equations by a standard finite-
element technique and it is solved with a parallel conjugate gradient
(CG) algorithm preconditioned by Schwarz domain decomposition. The two
-level scheme is obtained by augmenting the preconditioning system by
a coarse grid operator constructed by employing an agglomeration-type
algebraic procedure. The algorithm adopts an overlap of just a single
layer of elements, in order to simplify the data-structure management
involved in the domain decomposition and in the matrix-times-vector op
eration for the parallel conjugate gradient. Numerical experiments hav
e been carried out to show the effectiveness of the procedure and they
, in turn, show how even such a simple coarse grid operator is able to
improve the scalability of the algorithm.