Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1891244 | Chaos, Solitons & Fractals | 2016 | 15 Pages |
Abstract
In this paper, the finite-time synchronization and identification for the uncertain system parameters and topological structure of complex delayed networks with Markovian jumping parameters and stochastic perturbations is studied. On the strength of finite time stability theorem and appropriate stochastic Lyapunov-Krasovskii functional under the Itô's formula, some sufficient conditions are obtained to assurance that the complex delayed networks with Markovian switching dynamic behavior can be identified the uncertain parameters and topological structure matrix in finite time under stochastic perturbations. In addition, three numerical simulations of different situation and dimension are presented to illustrate the effectiveness and feasibility of the theoretical results.
Keywords
Related Topics
Physical Sciences and Engineering
Physics and Astronomy
Statistical and Nonlinear Physics
Authors
Qian Xie, Gangquan Si, Yanbin Zhang, Yiwei Yuan, Rui Yao,