Scale-free networks from a Hamiltonian dynamics

被引:43
|
作者
Baiesi, M [1 ]
Manna, SS
机构
[1] Univ Padua, Dipartimento Fis, INFM, I-35131 Padua, Italy
[2] Satyendra Nath Bose Natl Ctr Basic Sci, Salt Lake 700098, Kolkata, India
关键词
D O I
10.1103/PhysRevE.68.047103
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Contrary to many recent models of growing networks, we present a model with fixed number of nodes and links, where a dynamics favoring the formation of links between nodes with degree of connectivity as different as possible is introduced. By applying a local rewiring move, the network reaches equilibrium states assuming broad degree distributions, which have a power-law form in an intermediate range of the parameters used. Interestingly, in the same range we find nontrivial hierarchical clustering.
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页数:4
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