On a deterministic theory of estimation and control

In a recent paper Johnson [1] outlined certain qualitative equivalences between linear deterministic control systems and linear stochastic optimal control systems. This note analyzes the equivalence properties in more detail and establishes a theorem on the inverse stochastic optimal control problem. This theorem is equivalent to Kalman´s circle criterion [2] for the restricted stationary case.