Title :
Complex Network Modeling with Constant Capacity Restriction Based on BA Model
Author :
Zhang Xiaosong ; Chen Ting ; Chen Ruidong ; Li Hua
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China (UESTC), Chengdu, China
Abstract :
It is critical to obtain a fine description of the topology of a complex network when modeling its behavior, as the network´s functionality heavily relies on its structure. Constant capacity restricted model evolved from BA model (CCRBA) for complex network proposed in this paper is the first attempt to date to take the node´s capacity distribution into modeling. At first, this paper provides the building process of our model then we make a quantitative comparison of the properties of CCRBA with those of BA model, including the degree distribution, clustering coefficient and the average path length. Since majority of networks in practice are capacity-restricted, our model provides a better description of real-life complex networks.
Keywords :
complex networks; telecommunication network topology; BA model; average path length; clustering coefficient; complex network modeling; complex network topology; constant capacity restriction; degree distribution; Buildings; Complex networks; Computer science; Ecosystems; IP networks; Internet; Network topology; Power system modeling; Programmable logic arrays; World Wide Web;
Conference_Titel :
Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5272-9
DOI :
10.1109/CNMT.2009.5374748