Evolving scale-free network model with tunable clustering

被引:12
|
作者
Wang, B [1 ]
Tang, HW
机构
[1] Dalian Univ Technol, Dept Appl Math, Dalian 116023, Peoples R China
[2] Dalian Univ Technol, Inst Syst Engn, Dalian 116023, Peoples R China
[3] Dalian Univ Technol, Sch Environm & Biol Sci & Technol, Dalian 116023, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
social network; scale-free network; degree distribution; clustering coefficient;
D O I
10.1142/S0217979205032437
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 to include the concept of local world and the microscopic event of adding edges. With probability p, we add a new node with m edges which preferentially link to the nodes presented in the network; with probability 1 - p, we add m edges among the present nodes. A node is preferentially selected by its degree to add an edge randomly among its neighbors. Using the continuum theory and the rate equation method we get the analytical expressions of the power-law degree distribution with exponent gamma = 3 and the clustering coefficient c(k) similar to k(-1) + c. The analytical expressions are in good agreement with the numerical calculations.
引用
收藏
页码:3951 / 3959
页数:9
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