Phase transition on the degree sequence of a random graph process with vertex copying and deletion

被引:7
作者
Cai, Kai-Yuan [2 ]
Dong, Zhao
Liu, Ke [3 ]
Wu, Xian-Yuan [1 ]
机构
[1] Capital Normal Univ, Sch Math Sci, Beijing 100048, Peoples R China
[2] Beijing Univ Aeronaut & Astronaut, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China
[3] Chinese Acad Sci, Acad Math & Syst Sci, MAD1S, Beijing 100190, Peoples R China
关键词
Degree sequence; Power law; Phase transition; Difference equation; MODELS;
D O I
10.1016/j.spa.2010.12.008
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper focuses on the degree sequence of a random graph process with copying and vertex deletion. A phase transition is revealed as the following: when copying strictly dominates deletion, the model possesses a power law degree sequence; and when deletion strictly dominates copying, it possesses an exponential one; otherwise, the model possesses an intermediate degree distribution which decays as e(-c root k). Note that, due to copying, the edge number of the model may grow super-linearly and the model may exhibit a power law with any exponent greater than 1. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:885 / 895
页数:11
相关论文
共 18 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]  
[Anonymous], 2018, Graph theory
[3]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[4]  
Bollobás B, 2003, HANDBOOK OF GRAPHS AND NETWORKS: FROM THE GENOME TO THE INTERNET, P1
[5]   The degree sequence of a scale-free random graph process [J].
Bollobás, B ;
Riordan, O ;
Spencer, J ;
Tusnády, G .
RANDOM STRUCTURES & ALGORITHMS, 2001, 18 (03) :279-290
[6]   Popularity based random graph models leading to a scale-free degree sequence [J].
Buckley, PG ;
Osthus, D .
DISCRETE MATHEMATICS, 2004, 282 (1-3) :53-68
[7]  
Chung F., 2004, INTERNET MATH, V1, P409
[8]   A general model of web graphs [J].
Cooper, C ;
Frieze, A .
RANDOM STRUCTURES & ALGORITHMS, 2003, 22 (03) :311-335
[9]  
Cooper C., 2004, Internet Math, V1, P463, DOI DOI 10.1080/15427951.2004.10129095
[10]  
Faloutsos M, 1999, COMP COMM R, V29, P251, DOI 10.1145/316194.316229