A Method for Optimal Step Adjustment for a Class of Linear Quadratic Optimal Control Problems

In this paper, a new method for the computation of the optimal step in gradient algorithms for a class of linear quadratic optimal control problems is presented. This method improves the convergence of the gradient algorithms and is optimal, i.e., it outperforms any other step searching scheme in the above class of problems.