DocumentCode
116311
Title
Feasibility of the Galerkin optimal control method
Author
Boucher, Randy ; Wei Kang ; Qi Gong
Author_Institution
Dept. of Appl. Math., Naval Postgrad. Sch., Monterey, CA, USA
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
6671
Lastpage
6676
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 the Galerkin optimal control method with weak enforcement of boundary conditions leads to improved solution accuracies. Furthermore, we show that a feasible solution exists to the approximation of the constrained nonlinear optimal control problem. Using an example, the Galerkin method described in this paper is shown to be more accurate than some existing methods.
Keywords
Galerkin method; nonlinear control systems; optimal control; Galerkin numerical techniques; Galerkin optimal control method; boundary conditions; constrained nonlinear optimal control problem; cost function; system dynamics; Accuracy; Approximation methods; Cost function; Method of moments; Optimal control; Polynomials; Vectors; Constrained optimal control; Galerkin; pseudospectral;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7040436
Filename
7040436
Link To Document