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Reachable set estimation for switched positive systems.

Authors :
Chen, Yong
Lam, James
Shen, Jun
Du, Baozhu
Li, Panshuo
Source :
International Journal of Systems Science. Aug2018, Vol. 49 Issue 11, p2341-2352. 12p.
Publication Year :
2018

Abstract

This paper focuses on the problem of reachable set estimation for discrete-time switched positive systems under two possible classes of exogenous disturbance. The multiple linear copositive Lyapunov function approach is applied to determine the bounding hyper-pyramids for the reachable set. Based on some Lyapunov-based inequalities and the linear version of the S-procedure technique, the bounding hyper-pyramids for the reachable set can be determined by solving a set of inequalities. Two optimisation methods are adopted to make the bounding hyper-pyramids as small as possible. Genetic Algorithm (GA) is utilised to search for the optimal value of the decision variables in the obtained inequalities. Finally, numerical examples are given to illustrate the effectiveness of the theoretical findings. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00207721
Volume :
49
Issue :
11
Database :
Academic Search Index
Journal :
International Journal of Systems Science
Publication Type :
Academic Journal
Accession number :
131751792
Full Text :
https://doi.org/10.1080/00207721.2018.1501518