Evolving scale-free network model

被引:0
|
作者
Qin, Qiong [1 ]
Wang, Zhiping [1 ,2 ]
Zhang, Fang [3 ]
Xu, Pengyuan [1 ]
机构
[1] Dalian Maritime Univ, Dept Math, Dalian 116026, Peoples R China
[2] Dalian Maritime Univ, Dept Management, Dalian 116026, Peoples R China
[3] Liaoning Normal Univ, Dept Math, Dalian 116029, Peoples R China
来源
关键词
BA model; preferential attachment; local world; scale-free network; degree distribution; power-law distribution;
D O I
暂无
中图分类号
O59 [应用物理学];
学科分类号
摘要
The Barabasi-Albert (BA) model is extended here to include the concept of modifying the preferential attachment and combining the global preferential attachment with local preferential attachment. Our preferential attachment makes the nodes with higher degree increase less rapidly than the BA model after a long time. The maximum degree is introduced. We compare the time-evolution of the degree of the BA model and our model to illustrate that our model can control the degree of some nodes increasing dramatically with increasing time. Using the continuum theory and the rate equation method, we obtain the analytical expressions of the time-evolution of the degree and the power-law degree distribution.
引用
收藏
页码:2138 / 2148
页数:11
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