Title :
An Improved Algorithm for Set Inversion using Interval Analysis with Application to ControlSystem
Author :
Nataraj, P.S.V. ; Deshpande, Manoj M.
Author_Institution :
IIT Bombay, Mumbai
Abstract :
We present an algorithm to characterize the set S = {x epsi Rfrl : f(x) > 0} = f-1(]0,infin[m) in the framework of set inversion using interval analysis. The proposed algorithm improves on the algorithm of Jaulin et. al. The improvement exploits powerful Hansen´s method for solving systems of nonlinear inequalities. We test and compare the performance of the proposed and existing algorithms in characterizing the domain for the robust stability. The results of the testing show that the proposed algorithm is computationally efficient and encloses the solution more sharply than the existing algorithm, requires less memory space and iterations.
Keywords :
control system analysis; inverse problems; nonlinear systems; robust control; set theory; Hansen´s method; control system; interval analysis; nonlinear inequalities; set inversion; Algorithm design and analysis; Control engineering; Control system analysis; Control systems; Feedback control; Partitioning algorithms; Robots; Robust stability; State estimation; System testing;
Conference_Titel :
Industrial Technology, 2006. ICIT 2006. IEEE International Conference on
Conference_Location :
Mumbai
Print_ISBN :
1-4244-0726-5
Electronic_ISBN :
1-4244-0726-5
DOI :
10.1109/ICIT.2006.372424