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Solving Ill-Conditioned Sparse System

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andresilva
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Solving Ill-Conditioned Sparse System

Thu Oct 06, 2016 10:44 pm
Hi there,

I'm trying to solve a series of sparse linear systems with ill-conditioned A matrices. I'm currently using SparseLU solver type.

What would you suggest as the best way to go around such a problem?

Perform SVD and remove near singular values or other means?

Thank you!

Regards,
André
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ggael
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SVD on a sparse matrix (I expect it is very large, like 100k^2) is a non go. If SparseLU is not giving you a reasonable solution, then you can try with SparseQR which is nearly rank-revealing.


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