Constrained optimal synthesis and robustness analysis by randomized algorithms

Author

Chen, Xinjia ; Zhou, Kemin

Author_Institution

Dept. of Electr. & Comput. Eng., Louisiana State Univ., Baton Rouge, LA, USA

Volume

3

fYear

1998

fDate

21-26 Jun 1998

Firstpage

1429

Abstract

We extend the existing order statistics distribution theory to the general case in which the order statistics is associated with certain constraints and the distribution of population is not assumed to be absolutely continuous. In particular, we derive an inequality on distribution for related order statistics. Moreover, we also propose two different approaches in searching reliable solutions to the robust analysis and optimal synthesis problems under constraints. Furthermore, minimum computational effort is investigated and bounds for sample size are derived

Keywords

computational complexity; control system analysis; control system synthesis; randomised algorithms; robust control; statistical analysis; constrained optimal synthesis; minimum computational effort; order statistics distribution theory; randomized algorithms; robustness analysis; Algorithm design and analysis; Constraint theory; Control system synthesis; Extraterrestrial measurements; Hydrogen; Robust control; Robustness; Statistical analysis; Statistical distributions; Upper bound;

fLanguage

English

Publisher

ieee

Conference_Titel

American Control Conference, 1998. Proceedings of the 1998

Conference_Location

Philadelphia, PA

ISSN

0743-1619

Print_ISBN

0-7803-4530-4

Type

conf

DOI

10.1109/ACC.1998.707061

Filename

707061