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Outer Synchronization between Complex Networks with Nonlinear Time-Delay Characteristics and Time-Varying Topological Structures
Author(s) -
Xinli Fang,
Qiang Yang,
Wenjun Yan
Publication year - 2014
Publication title -
mathematical problems in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.262
H-Index - 62
eISSN - 1026-7077
pISSN - 1024-123X
DOI - 10.1155/2014/437673
Subject(s) - synchronization (alternating current) , control theory (sociology) , correctness , nonlinear system , lyapunov stability , topology (electrical circuits) , context (archaeology) , lyapunov function , convergence (economics) , network topology , computer science , chaotic , synchronization of chaos , mathematics , control (management) , algorithm , paleontology , physics , combinatorics , quantum mechanics , artificial intelligence , economics , biology , economic growth , operating system
This paper exploits the network outer synchronization problem in a generic context for complex networks with nonlinear time-delay characteristics and nonidentical time-varying topological structures. Based on the classic Lyapunov stability theory, the synchronization criteria and adaptive control strategy are presented, respectively, by adopting an appropriate Lyapunov-Krasovskii energy function and the convergence of the system error can also be well proved. The existing results of network outer synchronization can be obtained by giving certain conditions, for example, treating the coupling matrices as time-invariant, and by applying the suggested generic synchronization criteria and control scheme. The numerical simulation experiments for networks scenarios with dynamic chaotic characteristics and time-varying topologies are carried out and the result verifies the correctness and effectiveness of the proposed control solution

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