Math 2.0

Statistical mechanics, structure of matter Percolation and random geometry Example

Eden growth model

Builds on Exponential distribution

Example

The Eden growth model on ℤd\Z^d is a random growing sequence of finite connected sets A0⊂A1⊂⋯A_0 \subset A_1 \subset \cdots. Start with A0={0}A_0 = \set{0}. Given AnA_n, let ∂An\partial A_n be the set of points of ℤd∖An\Z^d \setminus A_n adjacent to some point of AnA_n. Choose yy uniformly at random in ∂An\partial A_n, independently of the past, and let An+1=An∪{y}A_{n+1} = A_n \cup \set{y}.

Check of the first two steps in ℤ2\Z^2: ∂A0\partial A_0 is the set of the 44 neighbours of 00, so A1={0,e}A_1 = \set{0, e} for a uniform neighbour ee. Then ∂A1\partial A_1 has 66 points: the 33 further neighbours of 00 and the 33 further neighbours of ee. So each of these 66 points is added at step 22 with probability 1/61/6.

Remarks

The model was introduced by Murray Eden in 1961 as a model of the growth of cell colonies. It is equivalent to site first-passage percolation with exponential passage times. Give each site an independent waiting time of law exponential with mean 11, and add a boundary site when its waiting time, started when it joins the boundary, runs out. By the memoryless property, at each addition every boundary site is equally likely to be the next one, so the sequence of sets is the Eden model. The general shape theorem of first-passage percolation shows that the rescaled cluster An/n1/dA_n / n^{1/d} converges to a deterministic compact convex set. Simulations show that the fluctuations of its boundary follow the scaling of the Kardar–Parisi–Zhang equation.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Eden_growth_model
About this page
Tag8E4S2WZTFA
URIm2://8E4S2WZTFA
Kindexample
WritingW0 stub
MSC82C24, 60K35
IllustratesKardar–Parisi–Zhang equation
UsesExponential distribution
Same as
Changed3 November 2026

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