Largest cluster in subcritical, percolation

Authors
Citation
Mz. Bazant, Largest cluster in subcritical, percolation, PHYS REV E, 62(2), 2000, pp. 1660-1669
Citations number
39
Categorie Soggetti
Physics
Journal title
PHYSICAL REVIEW E
ISSN journal
1063651X → ACNP
Volume
62
Issue
2
Year of publication
2000
Part
A
Pages
1660 - 1669
Database
ISI
SICI code
1063-651X(200008)62:2<1660:LCISP>2.0.ZU;2-G
Abstract
The statistical behavior of the size (or mass) of the largest cluster in su bcritical 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-Tipp ett (or Gumbel) distribution e(-e-xi) in a certain weak sense (when suitabl y normalized). The mean grows as s(xi)* log N, where s(xi)*(p) is a "crosso ver size.'' The standard deviation is bounded near s(xi)* pi/root 6 with pe rsistent fluctuations due to discreteness. These predictions are verified b y 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 sub critical segment of the physical manifold (0<p<p(c)) approaches a line of l imit cycles where the Row is approximately described by a "renormalization group" from the classical theory of extreme order statistics.