New Perturbation Analysis of Generalized Singular Values of Grassmann Matrix Pairs with Arbitrary Permutation

In this paper we give new perturbation analysis of generalized singular values of Grassmann matrix pairs with arbitrary permutation from a new perspective. The new explicit expressions of the chordal metric between generalized singular values of Grassmann matrix pairs with arbitrary permutation are presented, which result in only two small-size singular value decompositions to evaluate. The proposed results are generalizations of several results on bounds on perturbation of generalized singular values.

Authors

Publication Details

Journal
Journal of Information and Computing Science
Published
2025-03-01
DOI
https://doi.org/10.4208/jics-2024-002
Citations
1
Primary Topic
Matrix Theory and Algorithms
Type
article
Field-Weighted Citation Impact
1.50
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article

New Perturbation Analysis of Generalized Singular Values of Grassmann Matrix Pairs with Arbitrary Permutation

Yujie Wang, Lei Zhu, Weiwei Xu
1 citations
Journal of Information and Computing Science
Matrix Theory and Algorithms
1.50
article

New Perturbation Analysis of Generalized Singular Values of Grassmann Matrix Pairs with Arbitrary Permutation

Yujie Wang, Lei Zhu, Weiwei Xu
article en
1 citations

Abstract

In this paper we give new perturbation analysis of generalized singular values of Grassmann matrix pairs with arbitrary permutation from a new perspective. The new explicit expressions of the chordal metric between generalized singular values of Grassmann matrix pairs with arbitrary permutation are presented, which result in only two small-size singular value decompositions to evaluate. The proposed results are generalizations of several results on bounds on perturbation of generalized singular values.

Journal of Information and Computing ScienceVol. 19(1)
Openalex Percentile: Top 15%
Matrix Theory and Algorithms
1.50
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