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具有优先连接的增长网络结构。

Structure of growing networks with preferential linking.

作者信息

Dorogovtsev S N, Mendes J F, Samukhin A N

机构信息

Departamento de Física and Centro de Física do Porto, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre 687, 4169-007 Porto, Portugal.

出版信息

Phys Rev Lett. 2000 Nov 20;85(21):4633-6. doi: 10.1103/PhysRevLett.85.4633.

Abstract

The model of growing networks with the preferential attachment of new links is generalized to include initial attractiveness of sites. We find the exact form of the stationary distribution of the number of incoming links of sites in the limit of long times, P(q), and the long-time limit of the average connectivity q(s,t) of a site s at time t (one site is added per unit of time). At long times, P(q) approximately q(-gamma) at q-->infinity and q(s,t) approximately (s/t)(-beta) at s/t-->0, where the exponent gamma varies from 2 to infinity depending on the initial attractiveness of sites. We show that the relation beta(gamma-1) = 1 between the exponents is universal.

摘要

具有新链接优先附着的增长网络模型被推广到包含节点的初始吸引力。我们找到了长时间极限下节点入链数量的平稳分布(P(q))的精确形式,以及时间(t)(每单位时间添加一个节点)时节点(s)的平均连通性(q(s,t))的长时间极限。在长时间情况下,当(q\to\infty)时(P(q))近似为(q^{-\gamma}),当(s/t\to0)时(q(s,t))近似为((s/t)^{-\beta}),其中指数(\gamma)根据节点的初始吸引力在(2)到(\infty)之间变化。我们表明指数之间的关系(\beta(\gamma - 1)=1)是普遍的。

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