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PDE · 1

Laplace and Poisson equations

12 concepts · 23 questions

Harmonic functions, the fundamental solution, the mean value property, maximum principles, uniqueness, Dirichlet's principle, Green's functions and the Poisson kernel, smoothness and Liouville's theorem.

Overview 1The plan of this section

Separation of variables solves Laplace's equation on special shapes. Here we study harmonic functions on any domain, using integral identities instead of series.

  1. Harmonic functions (Def. 1.1) and the fundamental solution (Prop. 1.2).
  2. The mean value property (Thm 1.3), the maximum principle (Thm 1.4) and uniqueness (Cor. 1.5).
  3. Dirichlet's principle (Prop. 1.6), Green's identities (Lemma 1.7), Green's functions (Thm 1.8) and the Poisson kernel (Example 1.9).
  4. Smoothness and Liouville's theorem (Cor. 1.10).

Harmonic functions are averages of themselves: mean value → maximum principle → uniqueness; Green's functions give formulas.

Definition 1.1Laplace's and Poisson's equations

Laplace's equation is Δu=0\Delta u = 0; its C2C^2 solutions are harmonic. Poisson's equation is −Δu=f-\Delta u = f. The Dirichlet problem prescribes u=gu = g on ∂Ω\partial\Omega; the Neumann problem prescribes ∂u∂ν=g\frac{\partial u}{\partial\nu} = g. The Laplacian commutes with translations and rotations, so harmonic functions stay harmonic under rigid motions.

Δu=0\Delta u = 0 (harmonic), −Δu=f-\Delta u = f (Poisson); Dirichlet: uu on the boundary; Neumann: ∂νu\partial_\nu u.

Proposition 1.2Radial harmonic functions and the fundamental solution

The radial harmonic functions on Rn∖{0}\mathbb{R}^n\setminus\{0\} are a+bln⁡ra + b\ln r (n=2n = 2) and a+br2−na + br^{2-n} (n≥3n\ge3). The fundamental solution of −Δ-\Delta is

Φ(x)=−12πln⁡∣x∣ (n=2),Φ(x)=14π∣x∣ (n=3),\Phi(x) = -\frac1{2\pi}\ln|x|\ (n = 2),\qquad\Phi(x) = \frac1{4\pi|x|}\ (n = 3),

normalised so that the flux of −∇Φ-\nabla\Phi through every sphere about 00 is 11.

Φ=−12πln⁡∣x∣\Phi = -\frac1{2\pi}\ln|x| (2D), 14π∣x∣\frac1{4\pi|x|} (3D): radial, harmonic off 00, unit flux.

Proof

Theorem 1.3The mean value property

If uu is harmonic in Ω\Omega and B(x,r)‾⊆Ω\overline{B(x, r)}\subseteq\Omega, then

u(x)= - ⁣ ⁣∫∂B(x,r)u dS= - ⁣ ⁣∫B(x,r)u dy.u(x) = \mathop{\,\rlap{-}\!\!\int}_{\partial B(x, r)}u\,\mathrm{d}S = \mathop{\,\rlap{-}\!\!\int}_{B(x, r)}u\,\mathrm{d}y.

Conversely, a C2C^2 function with the mean value property on all small spheres is harmonic.

Harmonic ⇔ u(x)u(x) equals its average over every sphere (and ball) centred at xx.

Proof

Theorem 1.4The maximum principle

Let u∈C2(Ω)∩C(Ω‾)u\in C^2(\Omega)\cap C(\overline\Omega) be harmonic, Ω\Omega bounded. Weak: max⁡Ω‾u=max⁡∂Ωu\max_{\overline\Omega}u = \max_{\partial\Omega}u (and similarly for the minimum). Strong: if Ω\Omega is connected and uu attains its maximum at an interior point, then uu is constant.

Harmonic functions take their max and min on the boundary; interior max forces constancy.

Proof

Corollary 1.5Uniqueness and stability for the Dirichlet problem

The Dirichlet problem −Δu=f-\Delta u = f in Ω\Omega, u=gu = g on ∂Ω\partial\Omega has at most one solution in C2(Ω)∩C(Ω‾)C^2(\Omega)\cap C(\overline\Omega), and solutions of Laplace's equation depend continuously on the data: max⁡Ω‾∣u1−u2∣≤max⁡∂Ω∣g1−g2∣\max_{\overline\Omega}|u_1 - u_2|\le\max_{\partial\Omega}|g_1 - g_2|.

Max principle ⇒ uniqueness and stability for Dirichlet problems.

Proof

Proposition 1.6Dirichlet's principle

Let A={w∈C2(Ω‾):w=g on ∂Ω}\mathcal A = \{w\in C^2(\overline\Omega): w = g\text{ on }\partial\Omega\} and I[w]=∫Ω(12∣∇w∣2−fw) dxI[w] = \int_\Omega\big(\frac12|\nabla w|^2 - fw\big)\,\mathrm{d}x. Then u∈Au\in\mathcal A solves −Δu=f-\Delta u = f if and only if I[u]=min⁡w∈AI[w]I[u] = \min_{w\in\mathcal A}I[w].

Solutions of −Δu=f-\Delta u = f minimise the energy ∫12∣∇w∣2−fw\int\frac12|\nabla w|^2 - fw with the same boundary values.

Proof

Lemma 1.7Green's identities

For u,v∈C2(Ω‾)u, v\in C^2(\overline\Omega):

∫Ω(vΔu+∇u⋅∇v)=∫∂Ωv∂u∂ν dS,∫Ω(vΔu−uΔv)=∫∂Ω(v∂u∂ν−u∂v∂ν)dS.\int_\Omega(v\Delta u + \nabla u\cdot\nabla v) = \int_{\partial\Omega}v\frac{\partial u}{\partial\nu}\,\mathrm{d}S,\qquad\int_\Omega(v\Delta u - u\Delta v) = \int_{\partial\Omega}\Big(v\frac{\partial u}{\partial\nu} - u\frac{\partial v}{\partial\nu}\Big)\mathrm{d}S.

Divergence theorem on v∇uv\nabla u; symmetrise for the second identity.

Proof

Theorem 1.8Green's functions and the representation formula

Suppose for each x∈Ωx\in\Omega there is a harmonic ϕx\phi^x on Ω\Omega with ϕx(y)=Φ(y−x)\phi^x(y) = \Phi(y - x) for y∈∂Ωy\in\partial\Omega. The Green's function is G(x,y)=Φ(y−x)−ϕx(y)G(x, y) = \Phi(y - x) - \phi^x(y). Then a solution u∈C2(Ω‾)u\in C^2(\overline\Omega) of −Δu=f-\Delta u = f in Ω\Omega, u=gu = g on ∂Ω\partial\Omega, satisfies

u(x)=−∫∂Ωg(y)∂G∂νy(x,y) dS(y)+∫Ωf(y)G(x,y) dy.u(x) = -\int_{\partial\Omega}g(y)\frac{\partial G}{\partial\nu_y}(x, y)\,\mathrm{d}S(y) + \int_\Omega f(y)G(x, y)\,\mathrm{d}y.

G=Φ−G = \Phi - (harmonic corrector vanishing GG on ∂Ω\partial\Omega): u=−∫g ∂νG+∫fGu = -\int g\,\partial_\nu G + \int fG.

Proof

Example 1.9The Poisson kernel for the disc and half-plane

Using reflection (image charges), explicit Green's functions exist for half-spaces and balls. The resulting Poisson kernels solve the Dirichlet problem for Laplace's equation:

  • unit disc: u(r,θ)=12π∫02π1−r21−2rcos⁡(θ−ϕ)+r2g(ϕ) dϕu(r, \theta) = \frac1{2\pi}\int_0^{2\pi}\frac{1 - r^2}{1 - 2r\cos(\theta - \phi) + r^2}g(\phi)\,\mathrm{d}\phi;
  • upper half-plane: u(x,y)=1π∫−∞∞y(x−t)2+y2g(t) dtu(x, y) = \frac1\pi\int_{-\infty}^\infty\frac{y}{(x - t)^2 + y^2}g(t)\,\mathrm{d}t. For the half-plane, G(x,y)=Φ(y−x)−Φ(y−x∗)G(x, y) = \Phi(y - x) - \Phi(y - x^*) with x∗x^* the reflection of xx.

Disc: Pr(θ)=1−r22π(1−2rcos⁡θ+r2)P_r(\theta) = \frac{1 - r^2}{2\pi(1 - 2r\cos\theta + r^2)}; half-plane: yπ(x2+y2)\frac y{\pi(x^2 + y^2)}. Built from image charges.

Corollary 1.10Smoothness and Liouville's theorem

Harmonic functions are C∞C^\infty (indeed real analytic). Liouville: a bounded harmonic function on all of Rn\mathbb{R}^n is constant.

Harmonic ⇒ smooth; bounded harmonic on Rn\mathbb{R}^n ⇒ constant.

Proof

Check 1.11Check: problems for Laplace's equation

  • Uniqueness: maximum principle (Dirichlet) or energy ∫∣∇w∣2\int|\nabla w|^2 (both, Neumann up to constants).
  • Bounds: the max principle bounds uu by its boundary values; compare with explicit sub- and supersolutions.
  • Formulas: Green's functions by images for half-spaces and balls; Poisson kernels.
  • Guess and check: polynomial or separable harmonic functions matching the data, then invoke uniqueness.

Guess, verify harmonic and boundary values, cite uniqueness. Bound with the max principle.