Speed up matrix operation

조회 수: 1 (최근 30일)
Marc Gebhardt
Marc Gebhardt 2018년 11월 5일
편집: Bruno Luong 2018년 11월 5일
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
  댓글 수: 6
Walter Roberson
Walter Roberson 2018년 11월 5일
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 2018년 11월 5일
편집: Bruno Luong 2018년 11월 5일
"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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