Saturday, 7 June 2014

linear algebra - How to construct matrices with periodicity

I'm guessing you didn't mean for the size of the matrix and the period to be equal, so let's assume that the matrix is k-by-k. For any such matrix, the eigenvalues must be nth roots of unity. Then you can construct families of such matrices by picking k different nth roots of unity, and then conjugating this by any invertible matrix. To be more explicit, pick k different numbers of the form $omega_j = exp(2 pi i a_j/n)$ where each aj is an integer between 0 and n-1 of your choice, for j=1,...,k. Then form the matrix $Lambda$ whose diagonal elements are $Lambda_{jj} = omega_j$, and pick an arbitrary invertible matrix $S$ and form $S Lambda S^{-1}$.

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