A support vector machine based synthesis of suboptimal feedbacks for linear optimal control problems

Optimal feedback synthesis for two linear optimal control problems is studied: The terminal problem and the problem of minimizing the total impulse of the control. The main contribution of the paper is a method for constructing suboptimal feedbacks in the problems under consideration, based on a linear binary data classification for datasets obtained during the simulation process or real-time control of the system.