Finding all eigenvalues of a symmetric sparse matrix

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Finding all eigenvalues of a symmetric sparse matrix

Postby shitij » Wed Aug 03, 2011 6:31 am

Hi all !!

I want to find all the eigenvalues and eigenvectors of a real symmetric sparse matrix. At any point I cannot have an NxN matrix in memory, but probably a sparse representation of the matrix. So I want an eigensolver that can solve for all eigenvalues (and vectors) of a matrix represented in sparse format using reasonably less memory (if the solver itself uses memory comparable to NxN, then representing the matrix in sparse format is a waste) and feasible time. Please note that it must find ALL eigenvalues.

Somebody told me that ScaLAPACK may be able to do what I want. Well, is ScaLAPACK suitable for my purpose ?



Thanks a lot in advance !!!

Shitij
shitij
 
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