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
相关论文
共 50 条
  • [41] Characterizing general scale-free networks by vertex-degree sequences
    Xiao, Wenjun
    Lai, Zhengwen
    Chen, Guanrong
    [J]. CHAOS, 2015, 25 (11)
  • [42] Directed scale-free graphs
    Bollobás, B
    Borgs, C
    Chayes, J
    Riordan, O
    [J]. PROCEEDINGS OF THE FOURTEENTH ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, 2003, : 132 - 139
  • [43] On the scale-free intersection graphs
    Yao, X
    Zhang, CS
    Chen, JW
    Li, YD
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2005, PT 2, 2005, 3481 : 1217 - 1224
  • [44] Classical Random Graphs with Unbounded Expected Degrees are Locally Scale-Free
    Shang, Yilun
    [J]. ZEITSCHRIFT FUR NATURFORSCHUNG SECTION A-A JOURNAL OF PHYSICAL SCIENCES, 2012, 67 (1-2): : 61 - 64
  • [45] Stochastic Methods on Random Recursive Graphs Having Scale-free Properties
    Wang, Xiaomin
    Yao, Bing
    Yao, Ming
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND COMPUTER APPLICATION, 2016, 30 : 357 - 360
  • [46] On Reversible Cascades in Scale-Free and Erdos-Renyi Random Graphs
    Chang, Ching-Lueh
    Wang, Chao-Hong
    [J]. THEORY OF COMPUTING SYSTEMS, 2013, 52 (02) : 303 - 318
  • [47] COOPERATION IN THE PRISONER'S DILEMMA GAME IN RANDOM SCALE-FREE GRAPHS
    Poncela, Julia
    Gomez-Gardenes, Jesus
    Moreno, Yamir
    Mario Floria, Luis
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2010, 20 (03): : 849 - 857
  • [48] Biased random walks in the scale-free networks with the disassortative degree correlation
    Hu Yao-Guang
    Wang Sheng-Jun
    Jin Tao
    Qu Shi-Xian
    [J]. ACTA PHYSICA SINICA, 2015, 64 (02)
  • [49] Scale-free graphs with many edges
    Stegehuis, Clara
    Zwart, Bert
    [J]. ELECTRONIC COMMUNICATIONS IN PROBABILITY, 2023, 28
  • [50] Scalable generation of scale-free graphs
    Sanders, Peter
    Schulz, Christian
    [J]. INFORMATION PROCESSING LETTERS, 2016, 116 (07) : 489 - 491