Edge consensus on complex networks: a structural analysis

Edge consensus on complex networks: a structural analysis
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复杂网络的边缘共识:结构分析

DOI:
10.1080/00207179.2016.1214875
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发表时间:
2017-08
影响因子:
2.1
通讯作者:
Wang Xiaofan
Wang Xiaofan
中科院分区:
计算机科学4区
文献类型:
--
作者:
Wang Xiaoling;Su Housheng;Wang Lin;Wang Xiaofan

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摘要本文通过将动力学定义为边缘来研究网络边缘上的共识。提出了离散的时间和连续的边缘共识协议,其中每个边缘根据信息进行调节
ABSTRACT This paper investigates the consensus taking place on the edges of networks by defining dynamics to edges. Discrete-time and continuous-time edge consensus protocols are proposed in which each edge regulates itself according to the information of itself and its neighbouring edges. By mapping the original graph to its corresponding line graph, conditions guarantee the reaching of edge consensus are presented. Furthermore, the influence of network structure on the speed of reaching edge consensus is analysed by considering a scale-free network with a tunable exponent γ between 2 and ∞. It is found that the convergence speed increases as the network becomes more heterogeneous. In addition, as original network becomes more homogeneous, i.e. as the exponent γ increases from 2, the corresponding line graph becomes more heterogeneous till γ reaches 2.5, after that, the line graph becomes more homogeneous.
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