J4 ›› 2012, Vol. 50 ›› Issue (06): 1169-1174.
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WANG Li |li, YU Shuang yuan
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The thesis brought up a scale\|free model based on community and hierarchy in the light of the complex network node degree distribution obey power law distribution. The preferential attachment mechanism of BA model was improved via turntable technique and restrictions on node degree, and the searching in scale-free networks was optimized by bringing in hierarchical structure. The new model not only introduces the concept of local world but also solves the uncertainty problem in local\|world model via the community structure. Theoretical analysis proves that this model’s degree distribution obeys power\|law distribution and the power\|law index is adjustable. Simulation experiment shows that the new model has a smaller average path length and a larger clustering coefficient. While searching the network, two\|layer network is much more efficient than single-layer network.
Key words: scale-free model, hierarchical structure, community structure, degree limitation
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WANG Li-Li, XU Shuang-Yuan. A Scale-Free Evolution Model Based on Community and Hierarchy[J].J4, 2012, 50(06): 1169-1174.
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http://xuebao.jlu.edu.cn/lxb/EN/Y2012/V50/I06/1169
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