Sparse Matrix Inversion using PETSc
Barry Smith
bsmith at mcs.anl.gov
Wed Aug 15 11:50:06 CDT 2007
Tim,
How large are you matrices?
Barry
On Wed, 15 Aug 2007, Dr. Timothy Stitt wrote:
> Hi all,
>
> I am currently investigating the best way to perform the inversion of a large
> sparse matrix and came upon the idea of using PETSc as a framework for testing
> various strategies from direct to iterative methods on my sample matrices. In
> this setup for an NxN sparse matrix A I would have N rhs's representing the
> Identity matrix and then solve for X. I wanted to experiment with both
> parallel and serial strategies ranging from LU Decomposition using SuperLU,
> MUMPS etc. to iterative methods using GMRES etc. Am I right in thinking that
> all this can be done in PETSc by setting up a core framework and then varying
> the solver methods etc?
>
> I have looked over the sample KSP Solver codes although they only seem to
> suggest single vectors for x and b. Can this be changed to accept multiple
> vectors? Can anyone suggest a sample code that maybe demonstrates the sort of
> thing I want to achieve...if it is in fact possible.
>
> Thanks in advance for any assistance given,
>
> Regards,
>
> Tim.
>
>
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