A polynomial approach to the l(1)-mixed sensitivity optimal control problem

被引:9
作者
Casavola, A
机构
[1] Dipartimento di Sistemi ed Informatica, Universita' di Firenze
关键词
D O I
10.1109/9.489218
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 note is shown how discrete-time, mixed-sensitivity, l(1)-optimal control problems can be converted via polynomial techniques to linear ''least absolute data fitting'' problems and Solved via efficient and stable numerical methods, In particular, two new sub/superoptimization schemes are introduced by expressing the closed-loop sensitivity and complementary sensitivity maps in terms of the free parameter of a stabilizing deadbeat controller parameterization and exploiting the underlying algebraic structure. This approach induces the application of a consistent truncation strategy that leads to a redundance-free constraint formulation and, as a consequence, to linear programming problems less affected by degeneracy, Further, more insight on the algebraic structure of the problem and on the achievement of exact rational solutions is provided, allowing the development of a simple and conceptually attractive theory.
引用
收藏
页码:751 / 756
页数:6
相关论文
共 13 条
[1]   SOLUTION OF AN OVERDETERMINED SYSTEM OF EQUATIONS IN L1 NORM [F4] [J].
BARRODALE, I ;
ROBERTS, FDK .
COMMUNICATIONS OF THE ACM, 1974, 17 (06) :319-320
[2]   IMPROVED ALGORITHM FOR DISCRETE L1 LINEAR-APPROXIMATION [J].
BARRODALE, I ;
ROBERTS, FDK .
SIAM JOURNAL ON NUMERICAL ANALYSIS, 1973, 10 (05) :839-848
[3]  
Chvatal Vasek., 1980, LINEAR PROGRAMMING
[4]   L1-OPTIMAL FEEDBACK CONTROLLERS FOR MIMO DISCRETE-TIME-SYSTEMS [J].
DAHLEH, MA ;
PEARSON, JB .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1987, 32 (04) :314-322
[5]   MINIMIZATION OF A REGULATED RESPONSE TO A FIXED INPUT [J].
DAHLEH, MA ;
PEARSON, JB .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1988, 33 (10) :924-930
[6]   MINIMIZATION OF THE MAXIMUM PEAK-TO-PEAK GAIN - THE GENERAL MULTIBLOCK PROBLEM [J].
DIAZBOBILLO, IJ ;
DAHLEH, MA .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1993, 38 (10) :1459-1482
[7]  
Kuera V., 1979, DISCRETE LINEAR CONT
[8]  
LUENBERGER D. G., 1969, Optimization by Vector Space Methods
[9]  
MACDONALD JS, 1991, AUTOMATICA, V27, P317
[10]   MIXED SENSITIVITY MINIMIZATION PROBLEMS WITH RATIONAL L1-OPTIMAL SOLUTIONS [J].
STAFFANS, OJ .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1991, 70 (01) :173-189