Title :
Direct trajectory optimization by a Chebyshev pseudospectral method
Author :
Fahroo, Fariba ; Ross, I. Michael
Author_Institution :
Dept. of Math., Naval Postgraduate Sch., Monterey, CA, USA
Abstract :
A Chebyshev pseudospectral method is presented in this paper for directly solving a generic optimal control problem with state and control constraints. This method employs Nth degree Lagrange polynomial approximations for the state and control variables with the values of these variables at the Chebyshev-Gauss-Lobatto (CGL) points as the expansion coefficients. This process yields a nonlinear programming problem (NLP) with the state and control values at the CGL points as unknown NLP parameters. Numerical examples demonstrate this method yields more accurate results than those obtained from the traditional collocation methods
Keywords :
Chebyshev approximation; nonlinear programming; optimal control; path planning; spectral analysis; CGL points; Chebyshev pseudospectral method; Chebyshev-Gauss-Lobatto points; control constraints; direct trajectory optimization; high-degree Lagrange polynomial approximations; nonlinear programming problem; optimal control problem; state constraints; unknown NLP parameters; Chebyshev approximation; Cost function; Differential equations; Gaussian processes; Lagrangian functions; Mathematics; Nonlinear equations; Optimal control; Optimization methods; Polynomials;
Conference_Titel :
American Control Conference, 2000. Proceedings of the 2000
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-5519-9
DOI :
10.1109/ACC.2000.876945