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Lu, Jianquan; Cao, Jinde

Adaptive synchronization of uncertain dynamical networks with delayed coupling. (English) Zbl 1182.92007

Nonlinear Dyn. 53, No. 1-2, 107-115 (2008).
Summary: We propose a simple scheme for the synchronization of an uncertain complex dynamical network with delayed coupling. Based on the Lyapunov stability theory of functional differential equations, certain controllers can be designed for ensuring the states of uncertain dynamical network with coupling delays to globally asymptotically synchronize by combining the adaptive method and linear feedback with the updated feedback strength. Different update gains \(\eta i\) will lead to different rates toward synchrony, the choice of which depends on the concrete systems and network models. This strategy can be applied to any complex dynamical network (regular, small-world, scale-free or random). Numerical examples with respectively nearest-neighbor coupling and scale-free structure are given to demonstrate the effectiveness of our presented scheme.

Cited in 57 Documents

MSC:

92B20 Neural networks for/in biological studies, artificial life and related topics
34K20 Stability theory of functional-differential equations
34K60 Qualitative investigation and simulation of models involving functional-differential equations

Keywords:

adaptive synchronization; complex networks; time delay
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\textit{J. Lu} and \textit{J. Cao}, Nonlinear Dyn. 53, No. 1--2, 107--115 (2008; Zbl 1182.92007)
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References:

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