A Geometric Preferential Attachment Model of Networks II

被引:22
作者
Flaxman, Abraham D. [1 ]
Frieze, Alan M. [2 ]
Vera, Juan [3 ]
机构
[1] Univ Washington, Inst Hlth Metr & Evaluat, 2301 5th Ave,Suite 600, Seattle, WA 98121 USA
[2] Carnegie Mellon Univ, Dept Math Sci, Pittsburgh, PA 15213 USA
[3] Univ Waterloo, Dept Management Sci, Waterloo, ON N2L 3G1, Canada
关键词
D O I
10.1080/15427951.2007.10129137
中图分类号
TP301 [理论、方法];
学科分类号
081202 [计算机软件与理论];
摘要
We study a random graph Gn that combines certain aspects of geometric random graphs and preferential attachment graphs. This model yields a graph with power law degree distribution where the expansion property depends on a tunable parameter of the model. The vertices of Gn are n sequentially generated points, x(1), x(2),..., x(n), chosen uniformly at random from the unit sphere in R-3 After generating xt, we randomly connect it to m points from those points x(1), x(2),..., xt- 1
引用
收藏
页码:87 / 111
页数:25
相关论文
共 41 条
[1]
Aiello W., 2000, Proceedings of the Thirty Second Annual ACM Symposium on Theory of Computing, P171, DOI 10.1145/335305.335326
[2]
Random evolution in massive graphs [J].
Aiello, W ;
Chung, F ;
Lu, LY .
42ND ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS, 2001, :510-519
[3]
Internet -: Diameter of the World-Wide Web [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 1999, 401 (6749) :130-131
[4]
Alon N., 2004, PROBABILISTIC METHOD
[5]
Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[6]
Berger N, 2004, LECT NOTES COMPUT SC, V3142, P208
[7]
Berger N, 2003, LECT NOTES COMPUT SC, V2719, P725
[8]
Blandford DK, 2003, SIAM PROC S, P679
[9]
The diameter of a scale-free random graph [J].
Bollobás, B ;
Riordan, O .
COMBINATORICA, 2004, 24 (01) :5-34
[10]
Bollobas B, 2003, HANDBOOK OF GRAPHS AND NETWORKS: FROM THE GENOME TO THE INTERNET, P1