Spectral method for constrained linear-quadratic optimal control

被引:34
作者
Jaddu, H [1 ]
机构
[1] Japan Adv Inst Sci & Technol, Sch Informat Sci, Tatsunokuchimachi, Ishikawa 9231211, Japan
关键词
constrained linear quadratic problem; Chebyshev polynomials; spectral method;
D O I
10.1016/S0378-4754(01)00359-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A computational method based on Chebyshev spectral method is presented to solve the linear-quadratic optimal control problem subject to terminal state equality constraints and state-control inequality constraints. The method approximates each of the system state variables and each of the control variables by a finite Chebyshev series of unknown parameters. The method converts the optimal control problem into a quadratic programming problem which can be solved more easily than the original problem. This paper gives explicit results that simplify the implementation of the method. To show the numerical behavior of the proposed method, the simulation results of an example are presented. (C) 2002 IMACS. Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:159 / 169
页数:11
相关论文
共 14 条
[1]  
BOYED JB, 1989, CHEBYSHEV FOURIER SP
[2]   KRONECKER PRODUCTS AND MATRIX CALCULUS IN SYSTEM THEORY [J].
BREWER, JW .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1978, 25 (09) :772-781
[3]   THE PSEUDOSPECTRAL LEGENDRE METHOD FOR DISCRETIZING OPTIMAL-CONTROL PROBLEMS [J].
ELNAGAR, G ;
KAZEMI, MA ;
RAZZAGHI, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (10) :1793-1796
[4]  
Fox L., 1968, CHEBYSHEV POLYNOMIAL
[5]  
FRICK PA, 1995, OPTIM CONTR APPL MET, V16, P1
[6]  
Jaddu H, 1998, P AMER CONTR CONF, P3101, DOI 10.1109/ACC.1998.688429
[7]   ANALYSIS AND OPTIMAL-CONTROL OF TIME-VARYING SYSTEMS VIA TSCHEBYSCHEV POLYNOMIALS [J].
LIU, CC ;
SHIH, YP .
INTERNATIONAL JOURNAL OF CONTROL, 1983, 38 (05) :1003-1012
[8]   SUBOPTIMAL CONTROL ALGORITHM FOR CONSTRAINED PROBLEMS USING CUBIC SPLINES [J].
NEUMAN, CP ;
SEN, A .
AUTOMATICA, 1973, 9 (05) :601-613
[9]   COMPUTATION OF OPTIMAL CONTROLS USING A PIECEWISE POLYNOMIAL PARAMETERIZATION [J].
SIRISENA, HR .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1973, AC18 (04) :409-411
[10]  
SIRISENA HR, 1981, OPTIM CONTR APPL MET, V2, P289, DOI 10.1002/oca.4660020307