On the computation of sensitivity functions of linear time-invariant systems responses via diagonalization

This note presents a method for computing the sensitivity functions of parametrized linear time-invariant systems, for the case where the system matrix A is diagonalizable. The method is based on a formula, derived in the note, for the sensitivity of an exponential of a diagonalizable matrix.