Min-max optimal control of linear systems with uncertainty and terminal state constraints

被引:23
作者
Wu, Changzhi [1 ]
Teo, Kok Lay [2 ]
Wu, Soonyi [3 ]
机构
[1] Univ Ballarat, SITE, Ballarat, Vic 3353, Australia
[2] Curtin Univ Technol, Dept Math & Stat, Perth, WA 6845, Australia
[3] Natl Cheng Kung Univ, Natl Ctr Theoret Sci, Tainan 70101, Taiwan
关键词
Min-max optimal control; Terminal state constraints; Semi-definite programming; MODEL-PREDICTIVE CONTROL; DISCRETE-TIME-SYSTEMS; DISTURBANCE; FEEDBACK;
D O I
10.1016/j.automatica.2013.02.052
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a class of min-max optimal control problems with continuous dynamical systems and quadratic terminal constraints is studied. The main contribution is that the original terminal state constraint in which the disturbance is involved is transformed into an equivalent linear matrix inequality without disturbance under certain conditions. Then, the original min-max optimal control problem is solved via solving a sequence of semi-definite programming problems. An example is presented to illustrate the proposed method. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1809 / 1815
页数:7
相关论文
共 22 条
[1]  
[Anonymous], 1991, H-Optimal Control and Related Minimax Design Problems
[2]  
Baillieul J., 2009, P 48 IEEE CDC
[3]   OPTIMUM PERFORMANCE LEVELS FOR MINIMAX FILTERS, PREDICTORS AND SMOOTHERS [J].
BASAR, T .
SYSTEMS & CONTROL LETTERS, 1991, 16 (05) :309-317
[4]   Min-max control of constrained uncertain discrete-time linear systems [J].
Bemporad, A ;
Borrelli, F ;
Morari, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (09) :1600-1606
[5]   Constrained Stochastic LQC: A tractable approach [J].
Bertsimas, Dimitris ;
Brown, David B. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2007, 52 (10) :1826-1841
[6]  
Boyd S., 2004, CONVEX OPTIMIZATION, VFirst, DOI DOI 10.1017/CBO9780511804441
[7]   Minimax control for a class of linear systems subject to disturbances [J].
Chernousko, FL .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2005, 127 (03) :535-548
[8]   Robust dynamic programming for min-max model predictive control of constrained uncertain systems [J].
Diehl, M ;
Björnberg, J .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (12) :2253-2257
[9]   WORST-CASE OPTIMAL CONTROL FOR AN ELECTRICAL DRIVE SYSTEM WITH TIME-DELAY [J].
Gao, Yu ;
Kostyukova, Olga ;
Chong, Kil To .
ASIAN JOURNAL OF CONTROL, 2009, 11 (04) :386-395
[10]   Control of Constrained Discrete-Time Systems With Bounded l2 Gain [J].
Goulart, Paul J. ;
Kerrigan, Eric C. ;
Alamo, Teodoro .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (05) :1105-1111