Title :
Quantitative Studies on Asymptotic Growth Behaviors of Trajectories of Nonlinear Discrete Dynamical Systems
Author :
Lisheng Wang ; Zongben Xu
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
This technical note studies quantitatively asymptotic growth behaviors of trajectories (AGBT) of nonlinear autonomous discrete dynamical system that has unbounded domain, non-Lipschitz continuous nonlinear operator, and stable or unstable equilibrium point. We explain how trajectory motion speed is quantitatively determined in the system, and study exact computation and sharp estimation of the smallest exponential bound of trajectories. We characterize exponential stability and asymptotic stability of the system from a new point of view, and provide a simple condition to distinguish them from each other. These results extend existing results that were obtained in some special cases of the system, and are helpful for quantitative analysis and understanding of AGBT of the system.
Keywords :
asymptotic stability; continuous systems; discrete systems; nonlinear dynamical systems; AGBT; asymptotic growth behaviors of trajectories; asymptotic stability; exponential bound; exponential stability; nonlinear autonomous discrete dynamical system; quantitative analysis; stable equilibrium point; trajectory motion speed; unbounded domain nonLipschitz continuous nonlinear operator; unstable equilibrium point; Asymptotic stability; Control theory; Estimation; Measurement; Stability analysis; Trajectory; Asymptotic growth behaviors; nonlinear discrete dynamical systems; trajectory motion speed;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2013.2297201