eigenvalues of many dense symmetric real matrix that are 'close' to each other
2 visualizzazioni (ultimi 30 giorni)
Mostra commenti meno recenti
I have to find the eigenvalues of many dense symmetric real matrix that are 'close' to each other, i.e. they are not much different. Can I speed up eig or some other code if I know the spectral decomposition of A and want to find it for a nearby B. I.e. I have A = UDU' as the spectral decomposition and want to find it for B where
B-A is small. I know this can be done for eigs with 'restarts'. But what about finding all the eigenvalues with eig?
1 Commento
David Goodmanson
il 16 Giu 2019
Modificato: David Goodmanson
il 16 Giu 2019
Hi Henry,
If the eigenvalues are not too closely spaced (no repeated ones either) then a simple first order approximation gives a quick look at how much the eigenvalues change. Let A1 = B-A. The diagonal elements of
E1 = U'*A1*U
are the shifts in the eigenvalues, to first order. Perturbation theory can provide results for higher orders, using increasingly complicated expressions.
Risposte (0)
Vedere anche
Categorie
Scopri di più su Linear Algebra in Help Center e File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!