Percolation on finite graphs and isoperimetric inequalities

被引:85
|
作者
Alon, N
Benjamini, I
Stacey, A
机构
[1] Microsoft Res & Weizmann Inst, Redmond, WA 98052 USA
[2] Tel Aviv Univ, Raymond & Beverly Sackler Fac Exact Sci, Sch Math, IL-69978 Tel Aviv, Israel
[3] Tel Aviv Univ, Raymond & Beverly Sackler Fac Exact Sci, Sch Comp Sci, IL-69978 Tel Aviv, Israel
[4] Ctr Math Sci, Dept Pure Math & Math Stat, Cambridge, England
来源
ANNALS OF PROBABILITY | 2004年 / 32卷 / 3A期
关键词
percolation; random graph; expander; giant component;
D O I
10.1214/009117904000000414
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
Consider a uniform expanders family G(n) with a uniform bound on the degrees. It is shown that for any p and c > 0, a random subgraph of G(n) obtained by retaining each edge, randomly and independently, with probability p, will have at most one cluster of size at least c\G(n)\, with probability going to one, uniformly in p. The method from Ajtai, Komlos and Szemeredi [Combinatorica 2 (1982) 1-7] is applied to obtain some new results about the critical probability for the emergence of a giant component in random subgraphs of finite regular expanding graphs of high girth, as well as a simple proof of a result of Kesten about the critical probability for bond percolation in high dimensions. Several problems and conjectures regarding percolation on finite transitive graphs are presented.
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页码:1727 / 1745
页数:19
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