MSPAI: Difference between revisions
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For an overview of the versatile employment possibilities of | For an overview of the versatile employment possibilities of our MSPAI formulation, see this [http://www5.in.tum.de/software/mspai/mspai_variants.pdf pdf] taken from [http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:91-diss-20071114-632977-1-5 here]. | ||
== Implementation and Features == | == Implementation and Features == | ||
Revision as of 12:22, 13 August 2008
Modified Sparse Approximate Inverses -- UNDER CONSTRUCTION!!!
Based upon the well-known sparse approximate inverse preconditioner SPAI, we developed the modified sparse approximate inverse (MSPAI) preconditioner.
Theory
MSPAI is a preconditioner for large sparse and ill-conditioned systems of linear equations. We extended the basic SPAI minimization
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to target form and further generalized it in order to add additional probing constraints:
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For an overview of the versatile employment possibilities of our MSPAI formulation, see this pdf taken from here.
Implementation and Features
Download
- Ph.D. thesis about MSPAI, both theory and implementation: mediatum
- Details about sparse QR methods in SPAI applications (german only): []
- Further details about implementation (german only): pdf
MSPAI References
<pubsccs>nocaption=1&persid=53&utypid=1020&datum=2007&lang=en</pubsccs><pubsccs>nocaption=1&persid=53&utypid=2030&datum=2008&lang=en</pubsccs>
under construction -- more information about MSPAI implementation and download will be available soon.