Calculating an optimal program and an optimal control in a linear problem with a state constraint

The linear optimal control problem with a state constraint is studied. A dual method for calculating an optimal program is described. The method is based on a fast algorithm for solving the optimal control problem with intermediate state constraints. It is used for calculating real-time feedback optimal controls. The results are illustrated by an example of the optimal control for a mechanical system with two degrees of freedom.