Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1141355 | Mathematics and Computers in Simulation | 2006 | 15 Pages |
Abstract
In this work we performed an experimental study to determine if a wavelet basis can be used to build and apply a highly parallel and low density pre-conditioner known as sparse approximation of the inverse(SPAI), to solve large and sparse linear systems. Test matrices arising from discretizing a second order 3D elliptic scalar operator and from fluid flow simulation in porous media were used as test cases. The results show that low density wavelet-based SPAI pre-conditioners can be built and applied to yield good results.
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Authors
J. Martínez, G. Larrazábal,