A Simple Model of Scale-free Networks Driven by both Randomness and Adaptability

msra(2004)

引用 23|浏览7
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摘要
In this paper, we present a simple model of scale-free networks that incorporates both preferential & random attachment and anti-preferential & random deletion at each time step. We derive the degree distribution analytically and show that it follows a power law with the degree exponent in the range of (2,infinity). We also find a way to derive an expression of the clustering coefficient for growing networks and compute the average path length through simulation.
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关键词
degree distribution,scale-free network,average path length,clustering coefficient,scale free network,power law,data analysis
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