Analytic solution of a static scale-free network model

被引:0
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作者
M. Catanzaro
R. Pastor-Satorras
机构
[1] Universitat Politècnica de Catalunya,Departament de Física i Enginyeria Nuclear
关键词
Spectroscopy; Neural Network; Physical Condition; Static Model; Complex System;
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学科分类号
摘要
We present a detailed analytical study of a paradigmatic scale-free network model, the Static Model. Analytical expressions for its main properties are derived by using the hidden variables formalism. We map the model into a canonic hidden variables one, and solve the latter. The good agreement between our predictions and extensive simulations of the original model suggests that the mapping is exact in the infinite network size limit. One of the most remarkable findings of this study is the presence of relevant disassortative correlations, which are induced by the physical condition of absence of self and multiple connections.
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页码:241 / 248
页数:7
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