Math 2.0

Statistical mechanics, structure of matter Percolation and random geometry Example

Diffusion-limited aggregation

Builds on Random walkHarmonic measure

Example

Diffusion-limited aggregation (DLA) on ℤ2\Z^2 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 ℤ2∖An\Z^2 \setminus A_n adjacent to AnA_n. Release a simple random walk "from infinity", and let An+1=An∪{y}A_{n+1} = A_n \cup \set{y}, where yy is the first point of ∂An\partial A_n that the walk visits. Precisely, yy is chosen with the harmonic measure of ∂An\partial A_n from infinity. This is the limit, as ∣z∣→∞\abs{z} \to \infty, of the law of the first point of ∂An\partial A_n hit by a simple random walk started at zz.

Check for the first step: ∂A0\partial A_0 consists of the four neighbours of 00. By the symmetry of ℤ2\Z^2 under rotation by a right angle, each of them is hit first with probability 1/41/4. So A1A_1 is {0,e}\set{0, e} for a uniformly random neighbour ee of 00. From then on the probabilities are no longer uniform. Points at the tips of AnA_n are much more likely to be hit than points in its fjords.

Remarks

The model was introduced by Thomas Witten and Leonard Sander in 1981. Its rule is the discrete analogue of growth driven by harmonic measure, so it also models electrodeposition and viscous fingering. Simulations show branching, fractal clusters, with a fractal dimension near 1.711.71 in the plane, but this is not proved. Harry Kesten proved that the radius of AnA_n is at most of order n2/3n^{2/3} almost surely in two dimensions. It is not even known whether AnA_n is, in a suitable sense, a fractal of dimension less than 22.

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  1. Harmonic measure concept
  2. Random walk concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Diffusion-limited_aggregation
About this page
TagXVG8ZDKW90
URIm2://XVG8ZDKW90
Kindexample
WritingW0 stub
MSC82C24, 60K35, 60G50
IllustratesRandom walk
UsesRandom walk, Harmonic measure
Same as
Changed3 November 2026

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