In this paper the solution of an inverse singular value problem is considered. First the decomposition of a real square matrix A = USigmaV is introduced, where U and V are real square matrices orthogonal with respect to a particular inner product defined through a real diagonal matrix G of order n having all the elements equal to +/-1, and Sigma is a real diagonal matrix with nonnegative elements, called G-singular values. When G is the identity matrix this decomposition is the usual SVD and Sigma is the diagonal matrix of singular values. Given a set {sigma(1),...,sigma(n)} of n real positive numbers we consider the problem to find a real matrix A having them as G-singular values. Neglecting theoretical aspects of the problem, we discuss only an algorithmic issue, trying to apply a Newton type algorithm already considered for the usual inverse singular value problem.

A Discrete Approach for the Inverse Singular Value Problem in Some Quadratic Group / Politi, Tiziano. - STAMPA. - 2658:(2003), pp. 121-130. ( International Conference on Computational Science, ICCS2003 June 2-4, 2003 Melbourne, Australia ; St. Petersburg, Russia) [10.1007/3-540-44862-4_14].

A Discrete Approach for the Inverse Singular Value Problem in Some Quadratic Group

Tiziano Politi
2003

Abstract

In this paper the solution of an inverse singular value problem is considered. First the decomposition of a real square matrix A = USigmaV is introduced, where U and V are real square matrices orthogonal with respect to a particular inner product defined through a real diagonal matrix G of order n having all the elements equal to +/-1, and Sigma is a real diagonal matrix with nonnegative elements, called G-singular values. When G is the identity matrix this decomposition is the usual SVD and Sigma is the diagonal matrix of singular values. Given a set {sigma(1),...,sigma(n)} of n real positive numbers we consider the problem to find a real matrix A having them as G-singular values. Neglecting theoretical aspects of the problem, we discuss only an algorithmic issue, trying to apply a Newton type algorithm already considered for the usual inverse singular value problem.
2003
International Conference on Computational Science, ICCS2003
978-3-540-40195-7
A Discrete Approach for the Inverse Singular Value Problem in Some Quadratic Group / Politi, Tiziano. - STAMPA. - 2658:(2003), pp. 121-130. ( International Conference on Computational Science, ICCS2003 June 2-4, 2003 Melbourne, Australia ; St. Petersburg, Russia) [10.1007/3-540-44862-4_14].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/17417
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