Title :
A fast algorithm to compute the controllability, decentralized fixed-mode, and minimum-phase radius of LTI systems
Author :
Lam, Simon ; Davison, Edward J.
Author_Institution :
Syst. Control Group, Univ. of Toronto, Toronto, ON, Canada
Abstract :
In this paper, an efficient algorithm is presented for solving the 2-D optimization problem which is associated with computing the robustness measures of a number of linear time-invariant (LTI) system properties such as the controllability radius, the decentralized fixed-mode radius, and the minimum-phase radius. Unlike methods such as gradient search methods, the proposed algorithm works well independent of the initial trial point, and obtains the minimum with a high level of confidence that it is indeed global. A numerical example is included.
Keywords :
controllability; gradient methods; linear systems; multivariable systems; search problems; 2D optimization problem; LTI multivariable systems; controllability radius; decentralized fixed-mode radius; gradient search methods; linear time-invariant system; minimum-phase radius; Control systems; Controllability; Current measurement; Design for manufacture; Eigenvalues and eigenfunctions; Particle measurements; Robustness; Search methods; Stability; Testing;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4738637