The extension of Weyl-type relative perturbation bounds

08/19/2023
by   Haoyuan Ma, et al.
0

We extend several relative perturbation bounds to Hermitian matrices that are possibly singular, and also develop a general class of relative bounds for Hermitian matrices. As a result, corresponding relative bounds for singular values of rank-deficient m× n matrices are also obtained using the Jordan-Wielandt matrices. We also present that the main relative bound derived would be invariant with respect to congruence transformation under certain conditions, and compare its sharpness with the Weyl's absolute perturbation bound.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/03/2022

The error bounds and perturbation bounds of the absolute value equations and some applications

In this paper, by introducing a class of absolute value functions, we st...
research
03/17/2021

On Some Bounds on the Perturbation of Invariant Subspaces of Normal Matrices with Application to a Graph Connection Problem

We provide upper bounds on the perturbation of invariant subspaces of no...
research
03/06/2023

Small singular values can increase in lower precision

We perturb a real matrix A of full column rank, and derive lower bounds ...
research
06/25/2020

The Spectrum of the Singular Values of Z-Shaped Graph Matrices

Graph matrices are a type of matrix which appears when analyzing the sum...
research
08/09/2019

Extending the Davis-Kahan theorem for comparing eigenvectors of two symmetric matrices II: Computation and Applications

The extended Davis-Kahan theorem makes use of polynomial matrix transfor...
research
04/02/2023

Approximations of inverse block Toeplitz matrices and Baxter-type theorems for long-memory processes

We derive sharp approximation error bounds for inverse block Toeplitz ma...
research
03/07/2022

Singular Value Perturbation and Deep Network Optimization

We develop new theoretical results on matrix perturbation to shed light ...

Please sign up or login with your details

Forgot password? Click here to reset