Math 2.0

Partial differential equations Definition

Similarity solution

Builds on Partial differential equationHeat equation

Definition

Let n≥1n \ge 1 and consider a partial differential equation for a function u ⁣:ℝn×(0,∞)→ℝu \colon \R^n \times (0, \infty) \to \R. Let α,β∈ℝ\alpha, \beta \in \R, and for λ>0\lambda > 0 put uλ(x,t)=λαu(λβx,λt)u_\lambda(x, t) = \lambda^{\alpha} u(\lambda^{\beta} x, \lambda t). Assume that the equation is invariant under these scalings: if uu is a solution, then so is uλu_\lambda for every λ>0\lambda > 0. A solution uu is a similarity solution, or self-similar solution, with exponents (α,β)(\alpha, \beta) if uλ=uu_\lambda = u for every λ>0\lambda > 0.

Remarks

Taking λ=1/t\lambda = 1/t shows that uu is self-similar exactly when u(x,t)=t−α v ⁣(xtβ)u(x, t) = t^{-\alpha}\, v\!\left( \frac{x}{t^{\beta}} \right) for a function vv on ℝn\R^n, namely v=u(⋅,1)v = u(\cdot, 1). Substituting this form turns the equation into an equation for vv in the variable η=x/tβ\eta = x / t^\beta.

Example: the heat equation ut=Δuu_t = \Delta u is invariant for β=1/2\beta = 1/2 and every α\alpha. The heat kernel Φ(x,t)=(4πt)−n/2e−∣x∣2/(4t)\Phi(x, t) = (4\pi t)^{-n/2} e^{-\abs{x}^2 / (4t)} is self-similar with α=n/2\alpha = n/2, β=1/2\beta = 1/2. Check: λn/2Φ(λ1/2x,λt)=λn/2(4πλt)−n/2e−λ∣x∣2/(4λt)=Φ(x,t)\lambda^{n/2} \Phi(\lambda^{1/2} x, \lambda t) = \lambda^{n/2} (4\pi\lambda t)^{-n/2} e^{-\lambda \abs{x}^2/(4\lambda t)} = \Phi(x, t).

Non-example: u(x,t)=e−tsin⁡xu(x, t) = e^{-t} \sin x solves ut=uxxu_t = u_{xx} for n=1n = 1, but it is not self-similar. A self-similar solution would have zero set t Z\sqrt{t}\, Z at time tt, with ZZ the zero set of vv. But the zero set of u(⋅,t)u(\cdot, t) is πℤ\pi \Z for every tt. At t=1t = 1 this forces Z=πℤZ = \pi \Z, and then at t=4t = 4 the zero set would be 2πℤ≠πℤ2 \pi \Z \ne \pi \Z.

For a scalar conservation law ut+F(u)x=0u_t + F(u)_x = 0, the scalings with α=0\alpha = 0, β=1\beta = 1 are symmetries. The corresponding similarity solutions u=v(x/t)u = v(x/t) include the rarefaction waves and the solutions of the Riemann problem.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Self-similar_solution
About this page
Tag3DJMFT0SQM
URIm2://3DJMFT0SQM
Kinddefinition
WritingW0 stub
MSC35C06, 35B06, 76M55
DefinesSimilarity solution
UsesPartial differential equation, Heat equation
Changed2 November 2026

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