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Evolving small-world networks of the local world with tunable clustering

机译:通过可调聚类演变当地世界的小世界网络

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In this paper, we propose an evolving small-world network model based on a local-world preferential attachment with tunable parameters. The simulation results show our model exhibits the small-world property, the scale-free structure and the disassortative mixing. Moreover, in our model, the clustering coefficient is tunable simply by changing the parameter value. Since two important mechanisms taken into account, changeable local-world size and triad formation, our model has a stronger adaptability and may provide valuable insight into the real-life networks.
机译:在本文中,我们提出了一种基于具有可调谐参数的本地世界优先附件的不断发展的小世界网络模型。仿真结果表明我们的型号展示了小世界性质,无缝线结构和解体混合。此外,在我们的模型中,通过改变参数值来简单地调谐聚类系数。由于考虑到了两种重要机制,我们的模型具有更加可变的本地 - 世界规模和三合会地层,因此具有更强的适应性,并且可以对现实生活网络提供有价值的洞察力。

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