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Complex Network Modeling And Property Research

Posted on:2009-10-27Degree:MasterType:Thesis
Country:ChinaCandidate:K ChenFull Text:PDF
GTID:2120360242978178Subject:Control theory and control engineering
Abstract/Summary:PDF Full Text Request
The complex network contact to everybody's life and work, including the society relation network, the species prey network, the communication network etc. How to reveal the regulation of the realistic network system via the research of the complicated network become a problem in front of the scientist and the research scholars. According to the research of recent years, we found that many real systems can be described as a complex network. These complex networks have some common characters, such as small average path length, big clustering coefficient, power-law degree distribution etc. Researches on the structure and the characteristic of network model have some benefits for handle the problem in realistic network. To establish the appropriate network model similar to the actual network is an important tool to studies a complicated network.According to the growth method of the actual network such as World-Wide-Web, Internet etc, this paper refers to a new admix network model. In this model, the connect number of the new nodes increases continuously according to the certain regulation and the model integrates the connection characters of random network and scale-free network. We make detailed analysis to the dynamics characters of admix network and contrast to scale-free network model and random network model. The result is that admix network has stronger robustness and anti-ruin ability. Lastly, according to the evolve rule of complex network, we design complex network structure machine which constructs complex networks dynamically and can analyze the network's characters. Hope it is a worthy attemption to study the complex networks.
Keywords/Search Tags:Complex Network, Scale-free, Modeling, Admix Network, Robustness
PDF Full Text Request
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