Milyutin's Theorem in Linear-Quadratic Optimal Control Problems

We consider a linear-quadratic optimal control problem on an infinite time interval with integral quadratic constraints of equality and inequality type. For such a problem, which is not convex in general, we present a new justification of the Lagrange constraint removal principle on the basis of the general theory of extremal problems, namely, necessary conditions for a second-order extremum.