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Article . 2010
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SIAM Journal on Matrix Analysis and Applications
Article . 2010 . Peer-reviewed
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Article . 2010
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From Subadditive Inequalities of Singular Values to Triangle Inequalities of Canonical Angles

From subadditive inequalities of singular values to triangle inequalities of canonical angles
Authors: Yanxia Zhang; Li Qiu 0001;

From Subadditive Inequalities of Singular Values to Triangle Inequalities of Canonical Angles

Abstract

Let \(A,B\) be \(m \times n\) matrices over the field of complex numbers and let \(C=A+B\). A number of subadditive inequalities between the eigenvalues/singular values of \(A,B\) and \(C\) have been discovered by many mathematicians, that include K. Fan, V. B. Lidskii, H. Wielandt, R. C. Thompson, A. Horn, over a period of time. In Section 2 of the paper, the authors review some of these inequalities including some majorization inequalities. In Section 4 the authors prove some analogous inequalities for canonical angles between Grassmannian subspaces. The bridge between singular values and the canonical angles is given by a ``multiplicative Pythagorean identity'' relating the direct rotations between three subspaces.

Country
China (People's Republic of)
Related Organizations
Keywords

triangle inequalities, singular values, Matrix equations and identities, direct rotation, eigenvalues, Inequalities involving eigenvalues and eigenvectors, multiplicative Pythagorean identity, subadditive inequalities, Canonical angles, Direct rotation, canonical angles, Singular values, Subadditive inequalities, Triangle inequalities

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
7
Average
Top 10%
Average
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