solving systems of linear equations
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solving systems of linear equations

 
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Posted: Sun Dec 11, 2005 4:52 pm    Post subject: solving systems of linear equations Reply with quote

Hi folks,
I'm looking for code which solves systems of linear equations for TI's
C67 processors.
I have the "numerical recipes" code but I rather use an optmized code.
Thanks,
Gal
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Carlos Moreno
Guest





Posted: Mon Dec 12, 2005 1:15 am    Post subject: Re: solving systems of linear equations Reply with quote

galreuven@gmail.com wrote:
Quote:
Hi folks,
I'm looking for code which solves systems of linear equations for TI's
C67 processors.
I have the "numerical recipes" code but I rather use an optmized code.

What is "optimized"??

One thing that I recall from my Matrix Numerical Methods course a while
ago, is that for an arbitrary matrix with no particular structure,
Gauss/Jordan elimination is pretty much not beat by anything else.

Depending on the structure of the matrix, and depending on how you're
going to use it, a variety of methods could be used.

For instance, if you're going to solve many systems Ax = b with the
same matrix A but for different vectors b, then of course you want to
factorize (decompose) the matrix, perhaps with Cholesky decomposition
(I believe Numerical Recipes in C covers that one) or some other
suitable technique.

If your matrix is Toeplitz, then you'll want to take a look at the
Levinson-Durbin recursive algorithm, which I've never actually used
it myself, but reportedly is extremely efficient for the case of a
matrix with Toeplitz structure.

I guess if you give us more information about the problem and the
nature of your matrix, perhaps someone out there will give you more
specific and relevant advice.

HTH,

Carlos
--
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Guest






Posted: Tue Dec 13, 2005 5:16 pm    Post subject: Re: solving systems of linear equations Reply with quote

I think that we need a bit more information on the problem you're
trying to solve. If you just want an efficient and computationally
simple algorithm to perform matrix inversion, then I know that these
people

http://www.elec.york.ac.uk/comms/projects/sigprocalg.html

have been developing and using such a technique (for Least Squares
approx) without any multiplications or divisions involved. Whether
that suits your needs is up to you.

Cheers,

col




galreuven@gmail.com wrote:
Quote:
Hi folks,
I'm looking for code which solves systems of linear equations for TI's
C67 processors.
I have the "numerical recipes" code but I rather use an optmized code.
Thanks,
Gal
Back to top
 
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