Diameter of PA random graphs with edge-step functions

被引:3
|
作者
Alves, Caio [1 ]
Ribeiro, Rodrigo [2 ]
Sanchis, Remy [3 ]
机构
[1] Univ Leipzig, Inst Math, Leipzig, Germany
[2] PUC Chile, Macul, Chile
[3] Univ Fed Minas Gerais, Dept Matemat, Belo Horizonte, MG, Brazil
基金
巴西圣保罗研究基金会;
关键词
cliques; complex networks; concentration bounds; diameter; preferential attachment; scale-free; small-world; PHASE-TRANSITION;
D O I
10.1002/rsa.20929
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this work we prove general bounds for the diameter of random graphs generated by a preferential attachment model whose parameter is a function f:N ->[0,1] that drives the asymptotic proportion between the numbers of vertices and edges. These results are sharp when f is a regularly varying function at infinity with strictly negative index of regular variation -gamma. For this particular class, we prove a characterization for the diameter that depends only on -gamma. More specifically, we prove that the diameter of such graphs is of order 1/gamma with high probability, although its vertex set order goes to infinity polynomially. Sharp results for the diameter for a wide class of slowly varying functions are also obtained.
引用
收藏
页码:612 / 636
页数:25
相关论文
共 50 条
  • [1] Preferential Attachment Random Graphs with Edge-Step Functions
    Caio Alves
    Rodrigo Ribeiro
    Rémy Sanchis
    [J]. Journal of Theoretical Probability, 2021, 34 : 438 - 476
  • [2] Preferential Attachment Random Graphs with Edge-Step Functions
    Alves, Caio
    Ribeiro, Rodrigo
    Sanchis, Remy
    [J]. JOURNAL OF THEORETICAL PROBABILITY, 2021, 34 (01) : 438 - 476
  • [3] CLUSTERING IN PREFERENTIAL ATTACHMENT RANDOM GRAPHS WITH EDGE-STEP
    Alves, Caio
    Ribeiro, Rodrigo
    Sanchis, Remy
    [J]. JOURNAL OF APPLIED PROBABILITY, 2021, 58 (04) : 890 - 908
  • [4] Spread of Infection over PA random graphs with edge insertion
    Alves, Caio
    Ribeiro, Rodrigo
    [J]. ALEA-LATIN AMERICAN JOURNAL OF PROBABILITY AND MATHEMATICAL STATISTICS, 2022, 19 (02): : 1221 - 1239
  • [5] THE DIAMETER OF RANDOM GRAPHS
    BOLLOBAS, B
    [J]. TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 1981, 267 (01) : 41 - 52
  • [6] The diameter of sparse random graphs
    Fernholz, Daniel
    Ramachandran, Vijaya
    [J]. RANDOM STRUCTURES & ALGORITHMS, 2007, 31 (04) : 482 - 516
  • [7] ON THE DIAMETER OF A CLASS OF RANDOM GRAPHS
    PHILIPS, TK
    TOWSLEY, DF
    WOLF, JK
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1990, 36 (02) : 285 - 288
  • [8] THE DIAMETER OF KPKVB RANDOM GRAPHS
    Muller, Tobias
    Staps, Merlijn
    [J]. ADVANCES IN APPLIED PROBABILITY, 2019, 51 (02) : 358 - 377
  • [9] THE DIAMETER OF WEIGHTED RANDOM GRAPHS
    Amini, Hamed
    Lelarge, Marc
    [J]. ANNALS OF APPLIED PROBABILITY, 2015, 25 (03): : 1686 - 1727
  • [10] The diameter of inhomogeneous random graphs
    Fraiman, Nicolas
    Mitsche, Dieter
    [J]. RANDOM STRUCTURES & ALGORITHMS, 2018, 53 (02) : 308 - 326