n星网络演化模型的泰勒幂律

IF 0.7 Q3 STATISTICS & PROBABILITY Modern Stochastics-Theory and Applications Pub Date : 2020-01-08 DOI:10.15559/19-VMSTA137
I. Fazekas, Csaba Noszály, Noémi Uzonyi
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引用次数: 0

摘要

泰勒幂律指出方差函数以幂律的形式衰减。对生态学中物种的种群密度进行了观测。对于随机网络,人们广泛研究了另一种幂律,即幂律度分布。本文考虑了随机网络的原始泰勒幂律。对于N星网络演化模型,给出了泰勒幂律渐近成立的精确数学证明。
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Taylor’s power law for the N-stars network evolution model
Taylor's power law states that the variance function decays as a power law. It is observed for population densities of species in ecology. For random networks another power law, that is, the power law degree distribution is widely studied. In this paper the original Taylor's power law is considered for random networks. A precise mathematical proof is presented that Taylor's power law is asymptotically true for the $N$-stars network evolution model.
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来源期刊
Modern Stochastics-Theory and Applications
Modern Stochastics-Theory and Applications STATISTICS & PROBABILITY-
CiteScore
1.30
自引率
50.00%
发文量
0
审稿时长
10 weeks
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