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=FDF



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/sqrtn)(s(i1)(j1))



where



s=e2pii/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)subseteqQ(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



dleqvarphi(n)<n.

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