The degree sequences and spectra of scale-free random graphs

被引:23
|
作者
Jordan, Jonathan [1 ]
机构
[1] Univ Sheffield, Dept Probabil & Stat, Sheffield S3 7RH, S Yorkshire, England
关键词
scale-free random graphs; degree sequences; eigenvalues;
D O I
10.1002/rsa.20101
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We investigate the degree sequences of scale-free random graphs. We obtain a formula for the limiting proportion of vertices with degree d, confirming non-rigorous arguments of Dorogovtsev, Mendes, and Samukhin (Phys Rev Lett 85 (2000), 4633). We also consider a generalization of the model with more randomization, proving similar results. Finally, we use our results on the degree sequence to show that for certain values of parameters localized eigenfunctions of the adjacency matrix can be found. (c) 2005 Wiley Periodicals, Inc.
引用
收藏
页码:226 / 242
页数:17
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