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Q&A Finding a single row of Matrix after exponentiation

1 answer  ·  posted 1y ago by theabbie‭  ·  edited 1y ago by trichoplax‭

#2: Post edited by user avatar trichoplax‭ · 2023-05-29T10:38:34Z (over 1 year ago)
Tidying
Finding a single row of Matrix after exponentiation
  • Suppose I have a matrix $M$ of $N \times N$ and I only want a single row of this matrix after raising it to power $K$ ie. some row of $M ^ K$.
  • This can be done in $O(N^3 \log K)$ at best (or better using advanced matrix multiplication techniques) if we find entire matrix, however I am only interested in finding one row of this resultant matrix.
  • Would it be possible to find one particular row more efficiently than finding entire matrix?
  • Suppose I have a matrix $M$ of $N \times N$ and I only want a single row of this matrix after raising it to power $K$ ie. some row of $M ^ K$.
  • This can be done in $O(N^3 \log K)$ at best (or better using advanced matrix multiplication techniques) if we find the entire matrix. However, I am only interested in finding one row of this resultant matrix.
  • Would it be possible to find one particular row more efficiently than finding the entire matrix?
#1: Initial revision by user avatar theabbie‭ · 2023-05-28T16:42:22Z (over 1 year ago)
Finding a single row of Matrix after exponentiation
Suppose I have a matrix $M$ of $N \times N$ and I only want a single row of this matrix after raising it to power $K$ ie. some row of $M ^ K$.

This can be done in $O(N^3 \log K)$ at best (or better using advanced matrix multiplication techniques) if we find entire matrix, however I am only interested in finding one row of this resultant matrix.

Would it be possible to find one particular row more efficiently than finding entire matrix?