Abstract:
The spectral element method has been used extensively for the simulation
of fluid flows. The resulting linear systems are often not amenable to
direct methods of solution, and are especially ill-conditioned.
Domain decomposition preconditioners, well adapted to the solution on parallel computers, are proposed and analyzed; both two and three space
dimensions are considered.
Second-order elliptic equations are considered first, and the now
well-developed theory of domain decomposition methods
for finite elements is fully extended to spectral elements.
This includes an analysis of exotic coarse spaces, which have proven
necessary for the efficient solution of elliptic problems with large
discontinuities in the coefficients, as well as a study of overlapping
methods.
Estimates of the condition numbers of the Schur complement
restricted to an edge (in two dimensions) or to a face (in three dimensions)
are also given; in particular, a fast method is designed and studied in
full detail for problems with many subregions.
The Stokes problem, when restricted to the space of discrete divergence free
velocities, is symmetric positive definite.
A number of preconditioners are proposed, which are based on previous results
for the scalar elliptic case, and new global models.
The construction of a basis for the constrained velocity space is not required,and the resulting condition numbers grow only weakly
with the degree $N$ and are independent of the number of subdomains.
We also consider the stationary Navier-Stokes equations,
solved with Newton's method.
In each iteration, a non-symmetric indefinite
problem is solved using a Schwarz preconditioner.
A new coarse space is proposed which satisfies the usual properties
required by the elliptic theory,
and also a specific $H^1$-approximation property.
The rate of convergence of the algorithm grows only weakly with $N$,
and does not depend on the number of subdomains, or the Newton step.
Finally, a hierarchical basis preconditioner for the mortar
finite element method in two dimensions is
proposed and analyzed.
It is also further shown that the analysis of the symmetric positive
definite preconditioner can also be applied to construct preconditioners
for symmetric indefinite problems arising from second-order elliptic
equations. Numerical results are presented for the Helmholtz equation.