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A delay fractioning approach to global synchronization of delayed complex networks with stochastic disturbances. (English) Zbl 1223.90013
Summary: In this Letter, the synchronization problem is investigated for a class of stochastic complex networks with time delays. By utilizing a new Lyapunov functional form based on the idea of ’delay fractioning’, we employ the stochastic analysis techniques and the properties of Kronecker product to establish delay-dependent synchronization criteria that guarantee the globally asymptotically mean-square synchronization of the addressed delayed networks with stochastic disturbances. These sufficient conditions, which are formulated in terms of linear matrix inequalities (LMIs), can be solved efficiently by the LMI toolbox in Matlab. The main results are proved to be much less conservative and the conservatism could be reduced further as the number of delay fractioning gets bigger. A simulation example is exploited to demonstrate the advantage and applicability of the proposed result.
MSC:
90B15Network models, stochastic (optimization)
05C82Small world graphs, complex networks (graph theory)
34D08Characteristic and Lyapunov exponents
34B45Boundary value problems for ODE on graphs and networks
34K50Stochastic functional-differential equations
37H10Generation, random and stochastic difference and differential equations
37B25Lyapunov functions and stability; attractors, repellers
Software:
Matlab