Title :
Galerkin optimal control for constrained nonlinear problems
Author :
Boucher, Randy ; Wei Kang ; Qi Gong
Author_Institution :
Dept. of Appl. Math., Naval Postgrad. Sch., Monterey, CA, USA
Abstract :
A new numerical technique is presented for solving optimal control problems. This paper introduces a direct method that calculates optimal trajectories by discretizing the system dynamics using Galerkin numerical techniques and approximates the cost function with quadrature. We show that a weak enforcement of boundary conditions leads to improved solution accuracies. Also, we show that the Galerkin optimal control method has the potential to reduce the dimension of multi-scale problems. Using two examples, the Galerkin method described in this paper is shown to be more accurate than some existing methods.
Keywords :
Galerkin method; function approximation; nonlinear control systems; optimal control; Galerkin numerical techniques; Galerkin optimal control; boundary conditions; constrained nonlinear problems; cost function approximation; optimal trajectories; Accuracy; Approximation methods; Cost function; Method of moments; Optimal control; Polynomials; Vectors; Constrained optimal control; Galerkin; pseudospectral;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858767