Distributed Adaptive Control of Synchronization in Complex Networks
Distributed Adaptive Control of Synchronization in Complex Networks
复制标题
复杂网络中同步的分布式自适应控制
DOI：
10.1109/tac.2012.2183190
复制
发表时间：
2012-08-01
影响因子：
6.8
通讯作者：
Kurths, Juergen
中科院分区：
文献类型：
--
作者：
Yu, Wenwu;DeLellis, Pietro;Kurths, Juergen
该技术说明研究了复杂网络中同步的自适应控制。一种有效的分布式自适应策略来调整网络的耦合权重，以节点动力学的局部信息设计。然后，将分析扩展到只能调整耦合权重的一小部分的情况。得出了一般标准，发现如果连接了与更新的耦合权重的边缘和节点组成的子图，则可以达到同步。最后，给出了模拟示例以说明理论分析。
This technical note studies distributed adaptive control of synchronization in complex networks. An effective distributed adaptive strategy to tune the coupling weights of a network is designed based on local information of node dynamics. The analysis is then extended to the case where only a small fraction of coupling weights can be adjusted. A general criterion is derived and it is found that synchronization can be reached if the subgraph consisting of the edges and nodes corresponding to the updated coupling weights is connected. Finally, simulation examples are given to illustrate the theoretical analysis.