Title :
A Chebyshev technique for solving nonlinear optimal control problems
Author :
Vlassenbroeck, Jacques ; Van Dooren, René
Author_Institution :
Dept. of Anal. Mech., Vrije Univ., Brussels, Belgium
fDate :
4/1/1988 12:00:00 AM
Abstract :
A numerical technique for solving nonlinear optimal control problems is introduced. The state and control variables are expanded in the Chebyshev series, and an algorithm is provided for approximating the system dynamics, boundary conditions, and performance index. Application of this method results in the transformation of differential and integral expressions into systems of algebraic or transcendental expressions in the Chebyshev coefficients. The optimum condition is obtained by applying the method of constrained extremum. For linear-quadratic optimal control problems, the state and control variables are determined by solving a set of linear equations in the Chebyshev coefficients. Applicability is illustrated with the minimum-time and maximum-radius orbit transfer problems
Keywords :
control system analysis; nonlinear control systems; optimal control; performance index; Chebyshev coefficients; Chebyshev series; boundary conditions; linear quadratic control; nonlinear optimal control; performance index; system dynamics; Boundary conditions; Chebyshev approximation; Control systems; Dentistry; Differential equations; Dynamic programming; Integral equations; Nonlinear dynamical systems; Optimal control; Polynomials;
Journal_Title :
Automatic Control, IEEE Transactions on