A New Scale Free Evolving Network Model with Community Structure
Understanding and modeling the structure of a complex network can lead to a better knowledge of its evolutionary mechanisms,and to a better cottoning on its dynamic and functional behavior.The nodes within a network not only tend to connect the nodes with high degree (scale-free property),and tend to connect with their relatively close distance nodes (community structure property),and the high-degree nodes are easier to connect with their relatively far nodes comparing with the low-degree nodes in the process of network evolution.This phenomenon has been commonly observed from many real-world networks,ranging from social to biological even to technical networks.To model this kind of networks,the present letter proposes a scale free network model with community structure (SFC) to capture and describe their essential topological properties.Numerical simulations indicate that the generated network based on SFC model has scale-free and community structure property.Under the control of the parameters of the model,the community structure of network can be adjustable.
Scale-free networks community structure network model complex network
CAI Jun LIU Wai Xi
School of Electronic and Information Guang Dong Polytechnic Normal University Guangzhou,China Department of Electronic and Information Engineering Guang Zhou University,Guangzhou,P.R.China Guang
国际会议
杭州
英文
2230-2233
2013-03-22（万方平台首次上网日期，不代表论文的发表时间）