The Impact of the Cauchy Interlace Theorem on the Convergence of the RLS Algorithm

Hans Georg Brachtendorf

In this paper, we revisit the convergence of the RLS algorithm in view of the Cauchy Interlace Theorem. It states that the eigenvalues of a Hermitian matrix $A$ and of the rank one…