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Article #266

Finding Eigenvalues of a Large Matrix

#266
From: Michael Zika
Date: Thu, 09 Apr 1992 21:57
33 lines
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  I am attempting to find the spectral radius of a larger
matrix (241x241).  It's ~98.5% sparse, not banded and asymmetric.

  Since I'm only after the largest eigenvalues,
my first attempt was a power method.  However, this was divergent
in some cases (in retrospect, I realize that there is no
guarantee that the eigenvalue is real of that it doesn't appear as
both the negative and positive values).

  I then implemented IMSL (routine: DEVLRG), which would not
run to completion because of a large predicted performance index.

  Trying EISPACK (subroutine: RG) gave results that looked reasonable,
but when I transpose the matrix and calculate the eigenvalues of the
transposed matrix (with EISPACK) I get different results than the
untransposed matrix...

  The questions are:
    1) Which method is most "believable"?
    2) As there any recommendations on another algorithm that could
       be attempted?

  Any help/suggestions would be appreciated.

  Thanx in advance.


-- 
                                     |
Michael Zika (zika@ecn.purdue.edu)   |    Hey don't ask me "why?",
Purdue University                    |    I'm still working on "how?" ! 
School of Nuclear Engineering        |
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From: zika@gn.ecn.purdue.edu (Michael Zika)
Newsgroups: sci.math.num-analysis
Subject: Finding Eigenvalues of a Large Matrix
Keywords: EISPACK, IMSL
Message-ID: <1992Apr9.215747.28284@gn.ecn.purdue.edu>
Date: 9 Apr 92 21:57:47 GMT
Article-I.D.: gn.1992Apr9.215747.28284
Organization: Purdue University Engineering Computer Network
Lines: 33