Title :
Parallel Computation of Domains of Attraction for Nonlinear Dynamic Systems
Author :
Mayer, Sascha ; Tibken, Bernd ; Warthenpfuhl, Sascha
Author_Institution :
Fac. of Electr., Inf. & Media Eng., Univ. of Wuppertal, Wuppertal, Germany
Abstract :
In this paper a parallel version of a new approach for investigation of the stability of nonlinear dynamic system swill be presented. It is an extension of an interval arithmetic approach which computes tight approximations for domains of attraction using the Lyapunov stability theory. Unfortunately, the execution time of the serial algorithm grows exponentially with an increase in the number of state space variables, which makes it time-consuming to solve tasks of higher dimensions. We will show that parallelization is a good strategy to overcome this drawback.
Keywords :
Lyapunov methods; nonlinear dynamical systems; stability; Lyapunov stability theory; interval arithmetic approach; nonlinear dynamic systems; parallel computation; serial algorithm; Asymptotic stability; Benchmark testing; Data structures; Instruction sets; Lyapunov methods; Message systems; Stability analysis; Lyapunov methods; domain of attraction; nonlinear systems; parallel computing;
Conference_Titel :
Parallel Computing in Electrical Engineering (PARELEC), 2011 6th International Symposium on
Conference_Location :
Luton
Print_ISBN :
978-1-4577-0078-1
Electronic_ISBN :
978-0-7695-4397-0
DOI :
10.1109/PARELEC.2011.19