Equivalence of single-stage and Nstage optimum digital control systems

The system considered is linear with a quadratic performance index. A condition is derived under which an Nstage optimal-control policy reduces to a single-stage policy, with a consequent reduction in the computational effort required for on-line control. The condition is that the number of state variables appearing in the performance index should not exceed the number of control inputs to the system.