Nonlinear optimal control: approximations via moments and LMI-relaxations

We consider the class of nonlinear optimal control problems with all data (differentail equation, state and control constraints, cost) being polynomials. We provide a simple hierarchy of LMI-relaxations whose optimal values form a nondecreasing sequence of lower bounds on the optimal value. Preliminary results show that good approximations are obtained with few moments.