Perturbation of Angles Between Linear Subspaces

Perturbation of Angles Between Linear Subspaces

Year:    1987

Journal of Computational Mathematics, Vol. 5 (1987), Iss. 1 : pp. 58–61

Abstract

We consider in this note how the principal angles between column spaces R(A) and R(B) change when the elements in A and B are subject to perturbations. The basic idea in the proof of our results is that the non-zero cosine values of the principal angles between R(A) and R(B) coincide with the non-zero singular values of $P_AP_B$, the product of two orthogonal projections, and consequently we can apply a perturbation theorem of orthogonal projections proved by the author[4].

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/1987-JCM-9531

Journal of Computational Mathematics, Vol. 5 (1987), Iss. 1 : pp. 58–61

Published online:    1987-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    4

Keywords: