Math 2.0

Probability theory and stochastic processes Special processes Theorem

Kesten's theorem on planar bond percolation

Builds on Percolation theoryPercolation threshold

Statement

Let ℤ2\Z^2 be the square lattice. Its vertices are the points of ℝ2\R^2 with integer coordinates, and its edges join points at distance 11. Then the bond percolation threshold of ℤ2\Z^2 is pc(ℤ2)=12.p_c(\Z^2) = \frac12.

Remarks

The key tool is self-duality. The dual lattice, with a vertex at the centre of each square face, is a translate of ℤ2\Z^2. A dual edge is declared open when the primal edge it crosses is closed. At p=1/2p = 1/2 the primal and dual configurations have the same law. A box crossing argument then shows that a suitable rectangle is crossed by an open path with probability exactly 1/21/2. Harris proved in 1960 that θ(1/2)=0\theta(1/2) = 0, which gives pc≥1/2p_c \ge 1/2; Kesten proved in 1980 that pc≤1/2p_c \le 1/2. So there is no infinite open cluster at p=1/2p = 1/2 itself, while for every p>1/2p > 1/2 there is one almost surely.

Going deeper

For a student

It is the model case of an exact percolation threshold computed by planar duality. The same duality idea gives pc=1/2p_c = 1/2 for site percolation on the triangular lattice. Estimates on the probability that open paths cross long rectangles are the main tool of the proof. In dimensions d≥3d \ge 3 no exact value of pc(ℤd)p_c(\Z^d) is known.

Reading path

To understand this page from the ground up, read these 3 pages in order. The foundations come first.

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Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
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  1. Percolation theory concept
  2. Percolation threshold concept
  3. Kesten's theorem on planar bond percolation statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Percolation_threshold
About this page
TagB8Y0ZRQP17
URIm2://B8Y0ZRQP17
Kindstatement, theorem
WritingW0 stub
MSC60K35, 82B43
StatusThis copy of the site has no build data. Run m2 status B8Y0ZRQP17.
AboutPercolation threshold
UsesPercolation theory, Percolation threshold
Changed2 November 2026

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