Fwd: Re: CholeskyDecomposition
- Subject: Fwd: Re: CholeskyDecomposition
- From: boisvert@nist.gov
- Date: Thu, 3 May 2007 11:45:48 -0400
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Sender: Sione <sionep@xtra.co.nz>
Subject: Re: CholeskyDecomposition
Pete,
Thanks for the tip. Yes, it does when I transpose the last L*L' ;
The same matrix 'H', (shown below) using Matlab cholesky 'chol'
command gives an answer that 'H' is positive definite, while the JAMA
Cholesky gives a false (not positive definite)?
H = [4532 , 5682 ; 5634 , 7134];
Cheers,
Sione.
G. W. (Pete) Stewart wrote:
> Try computing LL' instead of L'L.
>
> Pete Stewart
>
>
> On Thu, 3 May 2007, Sione wrote:
>
>
>> Date: Thu, 3 May 2007 10:36:14 -0400 (EDT)
>> From: Sione <sionep@xtra.co.nz>
>> Reply-To: jama@nist.gov
>> To: Multiple recipients of list <jama@nist.gov>
>> Subject: CholeskyDecomposition
>>
>> Hello All,
>>
>> I have a question about the CholeskyDecomposition. The following code
>> snippets shows a reconstruction of a matrix from a
>> CholeskyDecomposition and the result is not the same as the original one.
>>
>> -------- sample code -----------
>>
>> double[][] h = new double[][]{
>> {4532 , 5682 },
>> {5634 , 7134}
>> }
>>
>> Matrix H = new Matrix(h);
>>
>> CholeskyDecomposition chol = H.chol();
>>
>> Matrix L = chol.getL();
>>
>> Matrix LtL = L.transpose().times(L);
>>
>>
>> System.out.println("\n =========== H ==========");
>> H.print(6,0);
>>
>> System.out.println("\n =========== L ==========");
>> L.print(6,4);
>>
>> System.out.println("\n =========== L'*L ==========");
>> LtL.print(6,4);
>>
>> --------- end sample code ------------
>>
>>
>>
>> The output gave me this:
>>
>> =========== H ==========
>>
>> 4532 5682
>>
>> 5634 7134
>>
>>
>> =========== L ==========
>> 67.3201 0.0000
>>
>> 83.6897 11.4034
>>
>>
>> =========== L'*L ==========
>> 11535.9620 954.3484
>>
>> 954.3484 130.0380
>>
>>
>> My question is why the reconstruction L'*L is not the same as H ?
>>
>>
>> Cheers,
>> Sione.
>>
>>
>>
>>
>> ----- End forwarded message -----
>>
>>
>>
>>
>
>
> ----- End forwarded message -----
>
>
>
>
>
----- End forwarded message -----
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