Largest cluster in subcritical, percolation

被引:46
作者
Bazant, MZ [1 ]
机构
[1] MIT, Dept Math, Cambridge, MA 02139 USA
来源
PHYSICAL REVIEW E | 2000年 / 62卷 / 02期
关键词
D O I
10.1103/PhysRevE.62.1660
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
The statistical behavior of the size (or mass) of the largest cluster in subcritical percolation on a finite lattice of size N is investigated (below the upper critical dimension, presumably d(c)=6). It is argued that as N-->infinity, the cumulative distribution function converges to the Fisher-Tippett (or Gumbel) distribution e(-e-xi) in a certain weak sense (when suitably normalized). The mean grows as s(xi)* log N, where s(xi)*(p) is a "crossover size.'' The standard deviation is bounded near s(xi)* pi/root 6 with persistent fluctuations due to discreteness. These predictions are verified by Monte Carlo simulations on d=2 square lattices of up to 30 million sires, which also reveal finite-size scaling. The results are explained in terms of a flow in the space of probability distributions as N-->infinity The subcritical segment of the physical manifold (0<p<p(c)) approaches a line of limit cycles where the Row is approximately described by a "renormalization group" from the classical theory of extreme order statistics.
引用
收藏
页码:1660 / 1669
页数:10
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