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Mechanism for linear preferential attachment in growing networks

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成果类型:
期刊论文
作者:
Xu, XP*;Liu, F;Liu, LS
通讯作者:
Xu, XP
作者机构:
[Xu, XP; Liu, F; Liu, LS] Huazhong Normal Univ, Inst Particle Phys, Wuhan 430079, Peoples R China.
通讯机构:
[Xu, XP] H
Huazhong Normal Univ, Inst Particle Phys, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Preferential attachment;Scale-free networks;Statistical mechanics of graph ensemble
期刊:
Physica A-Statistical Mechanics and its Applications
ISSN:
0378-4371
年:
2005
卷:
356
期:
2-4
页码:
662-670
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 network properties of a graph ensemble subject to the constraints imposed by the expected degree sequence are studied. It is found that the linear preferential attachment is a fundamental rule, as it keeps the maximal entropy in sparse growing networks. This provides theoretical evidence in support of the linear preferential attachment widely exists in real networks and adopted as a crucial assumption in growing network models. Besides, in the sparse limit, we develop a method to calculate the degree correlation and clustering coefficient in our ensemble model, which is suitable for all ki...

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