[eigen] anybody knows Japanese? |
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- To: eigen <eigen@xxxxxxxxxxxxxxxxxxx>
- Subject: [eigen] anybody knows Japanese?
- From: Benoit Jacob <jacob.benoit.1@xxxxxxxxx>
- Date: Thu, 30 Jul 2009 10:30:21 +0200
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Hi,
I'm finally redoing the SVD. As previously discussed, besides the
usual quick-and-dirty Golub-Kahan bidiagonalization, we also need a
pivoting variant. A quick google search suggests that it's well-known
that such a pivoting variant is needed in order to get numerical
accuracy comparable to Jacobi methods.
The problem is that the only paper that I found giving a pivoting
bidiagonalization algorithm is in Japanese:
http://ci.nii.ac.jp/lognavi?name=nels&lang=en&type=pdf&id=ART0002994867
Can anybody who knows japanese have a look at the second page and tell
roughly what the text in Step1--Step7 says?
Of course everybody can think of a simple and robust pivoting
strategy: just look for the biggest remaining row/column and swap it
with the current one. The problem with that method is that it's
expensive. Since these guys are making a paper about their algorithm,
I suppose that they had an idea to improve speed?
Cheers,
Benoit