In this work, we consider the Takagi factorization of a matrix valued function depending on parameters. We give smoothness and genericity results and pay particular attention to the concerns caused by having either a singular value equal to 0 or multiple singular values. For these phenomena, we give theoretical results showing that their codimension is 2, and we further develop and test numerical methods to locate in parameter space values where these occurrences take place. Numerical study of the density of these occurrences is performed.
TAKAGI FACTORIZATION OF MATRICES DEPENDING ON PARAMETERS AND LOCATING DEGENERACIES OF SINGULAR VALUES / Dieci L.; Papini A.; Pugliese A.. - In: SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS. - ISSN 0895-4798. - STAMPA. - 43:(2022), pp. 1148-1161. [10.1137/21M1456273]
TAKAGI FACTORIZATION OF MATRICES DEPENDING ON PARAMETERS AND LOCATING DEGENERACIES OF SINGULAR VALUES
Papini A.;
2022
Abstract
In this work, we consider the Takagi factorization of a matrix valued function depending on parameters. We give smoothness and genericity results and pay particular attention to the concerns caused by having either a singular value equal to 0 or multiple singular values. For these phenomena, we give theoretical results showing that their codimension is 2, and we further develop and test numerical methods to locate in parameter space values where these occurrences take place. Numerical study of the density of these occurrences is performed.File | Dimensione | Formato | |
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