We consider linear dynamical systems subjected to the uncertainty in its matrix. Using the linear matrix inequality technique, upper bounds on the deviations in linear dynamical systems were obtained; also, the problem of minimization of deviations in linear control systems by means of a linear static state feedback was analyzed. The results of numerical simulations testified to a low conservatism of the obtained estimates.