Random walks on deterministic scale-free networks: Exact results

被引:84
作者
Agliari, E. [1 ]
Burioni, R. [1 ,2 ]
机构
[1] Univ Parma, Dipartimento Fis, I-43100 Parma, Italy
[2] Ist Nazl Fis Nucl, Grp Collegato Parma, I-43100 Parma, Italy
来源
PHYSICAL REVIEW E | 2009年 / 80卷 / 03期
关键词
GRAPHS;
D O I
10.1103/PhysRevE.80.031125
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 [等离子体物理]; 070301 [无机化学];
摘要
We study the random walk problem on a class of deterministic scale-free networks displaying a degree sequence for hubs scaling as a power law with an exponent gamma = log(3)/log(2). We find exact results concerning different first-passage phenomena and, in particular, we calculate the probability of first return to the main hub. These results allow to derive the exact analytic expression for the mean time to first reach the main hub, whose leading behavior is given by tau similar to V1-1/gamma, where V denotes the size of the structure, and the mean is over a set of starting points distributed uniformly over all the other sites of the graph. Interestingly, the process turns out to be particularly efficient. We also discuss the thermodynamic limit of the structure and some local topological properties.
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页数:6
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