Tuesday 28 August 2012

linear algebra - Field extension containing the eigenvectors of a Hermitian matrix

A special case is the following:



Pick:



An integer $n$ that is a square;



$$
H =F^{*} D F
$$



a matrix with $n$ lines and $n$ columns



where



$D$ is a diagonal square matrix with $n$ lines and with integer coefficients
$F$ is the Fourier matrix, with $n$ lines defined by



$$
F = (1/sqrt{n}) (s^{(i-1)(j-1)})
$$



where



$$
s = e^{-2 pi i/n}
$$



$*$ means conjugate-transpose.



You get



$H$ is hermitian with entries algebraic integers.



$H$ is also a circulant matrix.



Pick now:



$$
U =F^{*}
$$



so that



$$
Q(H) subseteq Q(U) = Q(s)
$$



while



$$
Q(U,D) = Q(F^{*},D) = Q(s).
$$



Observe that
$$
Q(s)
$$
is the classic extension of $Q$ containing the $n$-th roots of unity
so that it has degree



$$
varphi(n)
$$



over $Q$, where $varphi$ is the Euler totient's function.



Thus,



The extension $Q(U,D)$ over $Q(H)$ has degree $d$ bounded above by $varphi(n).$



Observe that this degree $d$ is substantially slower than $n !$ since



$$
d leq varphi(n) < n.
$$

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