A note on the componentwise perturbation bounds of matrix inverse and linear systems

摘要

In this note, we present sharp bounds for the componentwise perturbation of matrix inverse and linear systems, especially for nonsingular M-matrix. We also use matrix derivatives to deduce the matrix componentwise condition number and present some numerical tests to show our results.