Quasiseparable Hessenberg reduction of real diagonal plus low rank matrices and applications

preprint2015arXivOpen access

Abstract

We present a novel algorithm to perform the Hessenberg reduction of an n×nn\times n matrix AA of the form A=D+UV∗A = D + UV^* where DD is diagonal with real entries and UU and VV are n×kn\times k matrices with k≤nk\le n. The algorithm has a cost of O(n2k)O(n^2k) arithmetic operations and is based on the quasiseparable matrix technology. Applications are shown to solving polynomial eigenvalue problems and some numerical experiments are reported in order to analyze the stability of the approach

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