DocumentCode :
1343665
Title :
Exponential Synchronization of Complex Networks With Finite Distributed Delays Coupling
Author :
Hu, Cheng ; Yu, Juan ; Jiang, Haijun ; Teng, Zhidong
Author_Institution :
Coll. of Math. & Syst. Sci., Xinjiang Univ., Urumqi, China
Volume :
22
Issue :
12
fYear :
2011
Firstpage :
1999
Lastpage :
2010
Abstract :
In this paper, the exponential synchronization for a class of complex networks with finite distributed delays coupling is studied via periodically intermittent control. Some novel and useful criteria are derived by utilizing a different technique compared with some correspondingly previous results. As a special case, some sufficient conditions ensuring the exponential synchronization for a class of coupled neural networks with distributed delays are obtained. Furthermore, a feasible region of the control parameters is derived for the realization of exponential synchronization. It is worth noting that the synchronized state in this paper is not an isolated node but a non-decoupled state, in which the inner coupling matrix and the degree of the nodes play a central role. Additionally, the traditional assumptions on control width, non-control width, and discrete delays are removed in our results. Finally, some numerical simulations are given to demonstrate the effectiveness of the proposed control method.
Keywords :
complex networks; delays; distributed control; matrix algebra; neurocontrollers; periodic control; synchronisation; complex networks; coupled neural networks; coupling matrix; exponential synchronization; finite distributed delays coupling; numerical simulations; periodic intermittent control; Complex networks; Couplings; Delay; Manifolds; Neural networks; Synchronization; Complex networks; coupled neural networks; exponential synchronization; finite distributed delays; periodically intermittent control; Algorithms; Computer Simulation; Feedback; Models, Theoretical; Neural Networks (Computer);
fLanguage :
English
Journal_Title :
Neural Networks, IEEE Transactions on
Publisher :
ieee
ISSN :
1045-9227
Type :
jour
DOI :
10.1109/TNN.2011.2167759
Filename :
6036180
Link To Document :
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