Rank structures preserved by the QR-algorithm: The singular case

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Abstract

In an earlier paper we introduced the classes of polynomial and rank structures, both of them preserved by applying a (shifted) QR-step on a matrix A. In the present paper we further investigate the case of rank structures. We show that even if A is a singular matrix, a new QR-iterate can be constructed having the same rank structure as the matrix A itself. To this end we introduce the concepts of effectively eliminating QR-decompositions and sparse Givens patterns, both of them being of independent interest. © 2005 Elsevier B.V. All rights reserved.

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Delvaux, S., & Van Barel, M. (2006). Rank structures preserved by the QR-algorithm: The singular case. In Journal of Computational and Applied Mathematics (Vol. 189, pp. 157–178). https://doi.org/10.1016/j.cam.2005.03.027

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