Asymptotics of eigenvalues and eigenvectors of Toeplitz matrices

preprint2009arXivOpen access

Abstract

A Toeplitz matrix is one in which the matrix elements are constant along diagonals. The Fisher-Hartwig matrices are much-studied singular matrices in the Toeplitz family. The matrices are defined for all orders, NN. They are parametrized by two constants, αα and ββ. Their spectrum of eigenvalues has a simple asymptotic form in the limit as NN goes to infinity. Here we study the structure of their eigenvalues and eigenvectors in this limiting case. We specialize to the case 0<α<∣β∣<10<α<|β|<1, where the behavior is particularly simple.

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