Open- versus closed-loop implementation of optimal control

The problem of the implementation of optimal control for systems affected by parametric variations is discussed. Some conditions are given which enable the comparison between open-loop and closed-loop implementation without requiring any knowledge of the probability density function of the values of the parameters. The consideration of the simplest linear system allows some interesting conclusions.