Title :
Efficiently computable lower bounds for the p-radius of switching linear systems
Author :
Ogura, Masaki ; Jungers, Raphael M.
Author_Institution :
Dept. of Math. & Stat., Texas Tech Univ., Lubbock, TX, USA
Abstract :
This paper proposes novel lower bounds on a quantity called Lp-norm joint spectral radius, or in short, p-radius, of a finite set of matrices. Despite its wide range of applications, (for example, to the stability of switching linear systems and the uniqueness of the equilibrium solutions of switching linear economical models), algorithms for computing the p-radius are only available in a very limited number of particular cases. We propose lower bounds that do not require any special structure on matrices and are formulated as the maximal spectral radius of a matrix family generated by weighting matrices via Kronecker products. We show on numerical examples that the proposed lower bounds can largely improve the existing ones.
Keywords :
linear systems; matrix algebra; set theory; stability; switching systems (control); Kronecker products; Lp-norm joint spectral radius; computable lower bounds; matrix family; maximal spectral radius; p-radius; switching linear economical models; switching linear systems; weighting matrices; Approximation methods; Biological system modeling; Joints; Linear matrix inequalities; Linear systems; Stochastic processes; Switches;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7040243