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多重边复杂网络系统的稳定性分析
Stability analysis of complex networks with multi-links
【摘要】 根据网络中边的不同性质提出了网络拆分的思想,通过引入时滞进行拆分,从而建立了多重边复杂网络的动力学模型.基于Lyapunov稳定理论研究了多重边复杂网络的稳定性问题,给出了节点动力学无时滞和有时滞两种情况下网络稳定的充分条件.最后通过数值仿真验证了结论的正确性和有效性.
【Abstract】 In this paper,a new idea about network split is presented according to the different nature of the network links.Time-delay has been introduced into networks to effect the split and on that a model of complex dynamical networks with multi-links has been constructed.Based on Lyapunov theory,the stability analysis of networks with multi-links is also studied.The sufficient conditions of the stability of networks with time-delay and without time-delay are respectively presented.The validility of the results are proved by numerical simulation of this paper.
【关键词】 多重边复杂网络;
网络拆分;
时滞;
Lyapunov稳定理论;
【Key words】 complex networks with multi-links; network split; time-delay; Lyapunov theory;
【Key words】 complex networks with multi-links; network split; time-delay; Lyapunov theory;
【基金】 国家重点基础研究发展计划(973)项目(批准号:2007CB310704);国家自然科学基金(批准号:60673098);国家自然科学基金委员会与香港研究资助局联合科研基金(批准号:60731160626)资助的课题~~
- 【文献出处】 物理学报 ,Acta Physica Sinica , 编辑部邮箱 ,2008年03期
- 【分类号】N941;O415.6
- 【被引频次】32
- 【下载频次】837