Hi guys,
i am calculating one resulting matrix by multiplying three matrices in the form
result=M1*M2/M3
All matrices are sparse. The dimensions are
M1: [71560x71560]
M2: [71560x23814]
M3: [23814x23814]
The calculation doesnt finish on my personal computer in a time of 12 hours. On my server it isnt finished after 12 hours too. Are there hints or other functions to improve the speed of calculation?
Regards Marc

6 Kommentare

Bruno Luong
Bruno Luong am 5 Nov. 2018
Possibly not without further knowledge about the matrices.
Marc Gebhardt
Marc Gebhardt am 5 Nov. 2018
Which kind of information do you want to know?
try
whos M1
whos M2
whos M3
in command window and paste it here
Name Size Bytes Class Attributes
M1 71560x71560 4885064 double sparse
Name Size Bytes Class Attributes
M2 71560x23814 1335512 double sparse
Name Size Bytes Class Attributes
M3 23814x23814 1531064008 double sparse
M2 only contains ones. The other two matrices are filled with doubles.
Walter Roberson
Walter Roberson am 5 Nov. 2018
It is common for sparse divided by sparse to yield a dense matrix, which might lead to a lot of swapping along the way.
Bruno Luong
Bruno Luong am 5 Nov. 2018
Bearbeitet: Bruno Luong am 5 Nov. 2018
"Which kind of information do you want to know?"
Sparseness. Real? Complex? Symmetric? Hermitian? Definite Positive? Who knows else?
For sparse matrix, it is essential to have to correct ordering of unknowns/equations to avoid filling issue when doing inversion, if it's possible.

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am 5 Nov. 2018

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am 5 Nov. 2018

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