Sensitivity of an eigenvector of a multivariable control system

In determining the sensitivity of response of a linear time-invariant dynamic system, extensive use is made of the concepts of eigenvalue and eigenvector sensitivity. In an earlier paper, a closed-form expression for the eigenvalue-sensitivity coefficient was obtained. The purpose of this article is to arrive at an elegant closed-form expression for the evaluation of eigen vector-sensitivity coefficients.