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The behavior of rich-club coefficient in scale-free networks

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成果类型:
期刊论文
作者:
Liu, Zhihang;Li, Wei;Yang, Yuxiang
通讯作者:
Li, W
作者机构:
[Liu, Zhihang; Li, W; Li, Wei; Yang, Yuxiang] Cent China Normal Univ, Key Lab Quark & Lepton Phys, MOE, Wuhan 430079, Peoples R China.
[Liu, Zhihang; Li, W; Li, Wei; Yang, Yuxiang] Cent China Normal Univ, Inst Particle Phys, Wuhan 430079, Peoples R China.
通讯机构:
[Li, W ] C
Cent China Normal Univ, Key Lab Quark & Lepton Phys, MOE, Wuhan 430079, Peoples R China.
Cent China Normal Univ, Inst Particle Phys, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Rich-club phenomenon;Rich-club coefficient;Centrality distribution;Scale-free networks;Correlation
期刊:
Physics Letters A
ISSN:
0375-9601
年:
2024
卷:
525
基金类别:
Fundamental Research Funds for the Central Universities, China [CCNU19QN029]; National Natural Science Foundation of China [61873104]
机构署名:
本校为第一且通讯机构
院系归属:
物理科学与技术学院
摘要:
The rich-club phenomenon, which provides information about the association between nodes, is a useful method to study the hierarchy structure of networks. In this work, we explore the behavior of rich-club coefficient (RCC) in scale-free networks, and find that the degree-based RCC is a power function of degree centrality with power exponent beta and the betweenness-based RCC is a linear function of betweenness centrality with slope theta. Moreover, we calculate the value of RCC in a BA network by deleting nodes and obtain a general expression for RCC as a function of node sequence. On this ba...

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