Abstract:
Projection techniques are developed for computing approximate solutions to linear systems of the form Ax n = b n , for a sequence n = 1; 2; :::, e.g., arising from time discretization of a partial differential equation. The approximate solutions are based upon previous solutions, and can be used as initial guesses for iterative solution of the system, resulting in significantly reduced computational expense. Examples of two- and three-dimensional incompressible Navier-Stokes calculations are presented in which x n represents the pressure at time level t n , and A is a consistent discrete Poisson operator. In flows containing significant dynamic activity, these projection techniques lead to as much as a two-fold reduction in solution time.
Citations
|
167
|
Interpolation and approximation
– Davis
- 1975
|
|
144
|
Applied Iterative Methods
– Hageman, Young
- 1981
|
|
139
|
Solution of systems of linear equations by minimized iterations
– Lanczos
- 1952
|
|
114
|
Numerical Methods
– Dahlquist, Björck
- 1974
|
|
79
|
Finite Element Methods for Viscous Incompressible Flows
– Gunzburger
- 1989
|
|
39
|
The Lanczos algorithm with partial reorthogonalization
– Simon
- 1984
|
|
34
|
Spectral element methods for the Navier-Stokes equations
– Maday, Patera
- 1989
|
|
26
|
An operator-integration-factor splitting method for time-dependent problems: application to incompressible fluid flow
– Maday, Patera, et al.
- 1990
|
|
19
|
Analysis of augmented Krylov subspace methods
– Saad
- 1997
|
|
19
|
On the Lanczos method for solving symmetric linear systems with several right-hand sides
– Saad
- 1987
|
|
18
|
Deflation of conjugate gradients with applications to boundary value problems
– Nicolaides
- 1987
|
|
17
|
Analysis of projection methods for solving linear systems with multiple right-hand sides
– Chan, Wan
- 1997
|
|
14
|
Capacitance matrix methods for the Helmholtz equation on general three dimensional regions
– O'Leary, Widlund
- 1979
|
|
13
|
The Reduced Basis Method for Incompressible Viscous Flow Calculations
– Peterson
- 1989
|
|
13
|
Fast iterative solvers for the discretized incompressible Navier-Stokes equations
– Vuik
- 1996
|
|
8
|
Extending substructure based iterative solvers to multiple load and repeated analyses
– Farhat, Crivelli, et al.
- 1994
|
|
7
|
On the use of deflation to improve the convergence of conjugate gradient iteration
– Mansfield
- 1988
|
|
6
|
A Domain Decomposition Method for Elliptic Boundary Value Problems: Application to Unsteady Incompressible Fluid Flow
– Rnquist
- 1992
|
|
2
|
Domain Decomposition Methods for Large Scale Parallel Navier-Stokes Calculations
– Fischer
- 1994
|
|
1
|
Numerical simulation of channel flow transition
– Krist, Zang
- 1987
|
|
1
|
GMRES for sequentially multiple nearby systems
– Prasad, Keyes, et al.
|
|
1
|
An iterative method for solving f(A)x = b using Krylov subspace information obtained for the symmetric positive definite matrix A
– Vorst
- 1987
|