Combined perturbation bounds for eigenstructure of Hermitian matrices and singular structure of general matrices

Xiao Shan Chen, Hongguo Xu

公開日: 2025/9/12

Abstract

Combined perturbation bounds are presented for eigenvalues and eigenspaces of Hermitian matrices or singular values and singular subspaces of general matrices. The bounds are derived based on the smooth decompositions and elementary calculus techniques.