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TauCeti.Analysis.InnerProductSpace.Harmonic.MeanValue.Basic

The mean-value property and the sub-mean-value inequality #

Let E be a finite-dimensional real inner product space with an additive Haar measure μ, and let u : E → F be harmonic on a neighbourhood of the closed ball closedBall x₀ R. This file proves the mean-value property: u x₀ is the average of u over the sphere of radius R about x₀, and the average of u over the ball of radius R about x₀,

⨍ θ ∈ S, u (x₀ + R • θ) ∂μ.toSphere = u x₀ and ⨍ x in ball x₀ R, u x ∂μ = u x₀.

The sphere of radius R about x₀ is parametrized by the unit sphere S through θ ↦ x₀ + R • θ, and carries Mathlib's surface measure μ.toSphere, the measure that makes μ the product of the surface and radial measures in polar coordinates. Only the sphere average needs E ≠ 0: in the trivial space the unit sphere is empty, and the integral identities hold with both sides zero.

The argument #

Write Φ s = ∫ θ ∈ S, u (s • θ) ∂μ.toSphere for the sphere integral at radius s about the origin. The classical proof differentiates Φ in s and evaluates Φ' by the divergence theorem on the ball; the proof here instead shows that the distributional derivative of Φ on (0, R) vanishes, and then applies the du Bois-Reymond lemma ContinuousOn.exists_eqOn_const_Ioo_of_integral_deriv_smul_eq_zero. No divergence theorem is needed.

A harmonic function is weakly harmonic (InnerProductSpace.HarmonicOnNhd.integral_laplacian_smul_eq_zero): ∫ Δχ • u ∂μ = 0 for every test function χ supported in the ball. Taking χ radial, χ x = ρ (‖x‖ ^ 2), the Laplacian Δχ x = 4 ‖x‖² ρ'' (‖x‖²) + 2 n ρ' (‖x‖²) is radial too (ContDiff.laplacian_comp_norm_sq), and integrating in polar coordinates with the radial variable outermost (TauCeti.integral_eq_integral_Ioi_integral_toSphere) turns the identity into

∫ s in (0, ∞), s ^ (n - 1) (4 s² ρ'' (s²) + 2 n ρ' (s²)) • Φ s = 0,

whose weight is 2 (s ^ n ρ' (s ^ 2))'. Every test function ψ on (0, R) is of the form ψ s = s ^ n ρ' (s ^ 2) for such a ρ, namely the primitive of t ↦ ψ (√t) / (√t) ^ n, so ∫ ψ' • Φ = 0 for all of them, and Φ is constant on (0, R). Continuity of Φ on [0, R] gives Φ R = Φ 0 = μ.toSphere(S) • u 0; integrating the sphere identity over the radii s < R, in polar coordinates once more, gives the ball version.

The same computation applies to any C² function, with Green's identity ∫ Δχ • u = ∫ χ • Δu (ContDiffOn.integral_laplacian_smul_eq_integral_smul_laplacian) in place of weak harmonicity: 2 ∫ ψ' • Φ = ∫ χ • Δu, and the radial χ is nonpositive when ψ is nonnegative. So if Δ f ≥ 0 on the ball, the distributional derivative of Φ is nonnegative, Φ is nondecreasing by the monotone du Bois-Reymond lemma ContinuousOn.monotoneOn_of_integral_deriv_mul_nonpos, and Φ 0 ≤ Φ R is the sub-mean-value inequality μ.toSphere(S) * f 0 ≤ ∫ θ ∈ S, f (R • θ) ∂μ.toSphere, with its ball version μ (ball 0 R) * f 0 ≤ ∫ x in ball 0 R, f x ∂μ. These hold for f of class C² on the open ball and continuous on its closure, with no regularity assumed on the boundary sphere.

Main declarations #

References #

The mean-value property on spheres. If u is harmonic on a neighbourhood of the closed ball closedBall x₀ R, 0 ≤ R, then the integral of u over the sphere of radius R about x₀, parametrized by the unit sphere with the surface measure μ.toSphere, is the total surface measure times u x₀. (In the trivial space the unit sphere is empty and both sides vanish.)

theorem InnerProductSpace.HarmonicOnNhd.average_toSphere_eq {E : Type u_1} {F : Type u_2} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] [Nontrivial E] {μ : MeasureTheory.Measure E} [μ.IsAddHaarMeasure] [NormedAddCommGroup F] [NormedSpace ℝ F] [CompleteSpace F] {u : E → F} {R : ℝ} {x₀ : E} (hu : HarmonicOnNhd u (Metric.closedBall x₀ R)) (hR : 0 ≤ R) :
⨍ (θ : ↑(Metric.sphere 0 1)), u (x₀ + R • ↑θ) ∂μ.toSphere = u x₀

The mean-value property on spheres, average form. A function harmonic on a neighbourhood of the closed ball closedBall x₀ R, 0 ≤ R, in a nontrivial space has value u x₀ at the centre equal to its average over the sphere of radius R about x₀.

The mean-value property on balls. If u is harmonic on a neighbourhood of the closed ball closedBall x₀ R, then the integral of u over the open ball of radius R about x₀ is the measure of the ball times u x₀. (For R ≤ 0 the ball is empty and both sides vanish.)

theorem InnerProductSpace.HarmonicOnNhd.setAverage_ball_eq {E : Type u_1} {F : Type u_2} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} [μ.IsAddHaarMeasure] [NormedAddCommGroup F] [NormedSpace ℝ F] [CompleteSpace F] {u : E → F} {R : ℝ} {x₀ : E} (hu : HarmonicOnNhd u (Metric.closedBall x₀ R)) (hR : 0 < R) :
⨍ (x : E) in Metric.ball x₀ R, u x ∂μ = u x₀

The mean-value property on balls, average form. A function harmonic on a neighbourhood of the closed ball closedBall x₀ R, 0 < R, has value u x₀ at the centre equal to its average over the open ball of radius R about x₀.

The sub-mean-value inequality #

theorem TauCeti.mul_le_integral_toSphere_of_laplacian_nonneg {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} [μ.IsAddHaarMeasure] {R : ℝ} {f : E → ℝ} {x₀ : E} (hf : ContDiffOn ℝ 2 f (Metric.ball x₀ R)) (hfc : ContinuousOn f (Metric.closedBall x₀ R)) (hΔ : ∀ x ∈ Metric.ball x₀ R, 0 ≤ Laplacian.laplacian f x) (hR : 0 ≤ R) :
μ.toSphere.real Set.univ * f x₀ ≤ ∫ (θ : ↑(Metric.sphere 0 1)), f (x₀ + R • ↑θ) ∂μ.toSphere

The sub-mean-value inequality on spheres. If f is C² on the ball ball x₀ R, continuous on its closure, and has nonnegative Laplacian on the ball, then f x₀ times the total surface measure is at most the integral of f over the sphere of radius R about x₀, parametrized by the unit sphere with the surface measure μ.toSphere.

theorem TauCeti.le_average_toSphere_of_laplacian_nonneg {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] [Nontrivial E] {μ : MeasureTheory.Measure E} [μ.IsAddHaarMeasure] {R : ℝ} {f : E → ℝ} {x₀ : E} (hf : ContDiffOn ℝ 2 f (Metric.ball x₀ R)) (hfc : ContinuousOn f (Metric.closedBall x₀ R)) (hΔ : ∀ x ∈ Metric.ball x₀ R, 0 ≤ Laplacian.laplacian f x) (hR : 0 ≤ R) :
f x₀ ≤ ⨍ (θ : ↑(Metric.sphere 0 1)), f (x₀ + R • ↑θ) ∂μ.toSphere

The sub-mean-value inequality on spheres, average form. A function which is C² on the ball ball x₀ R, continuous on its closure, and has nonnegative Laplacian on the ball, is at most its average over the sphere of radius R about x₀ at the centre.

theorem TauCeti.mul_le_setIntegral_ball_of_laplacian_nonneg {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} [μ.IsAddHaarMeasure] {R : ℝ} {f : E → ℝ} {x₀ : E} (hf : ContDiffOn ℝ 2 f (Metric.ball x₀ R)) (hfc : ContinuousOn f (Metric.closedBall x₀ R)) (hΔ : ∀ x ∈ Metric.ball x₀ R, 0 ≤ Laplacian.laplacian f x) :
μ.real (Metric.ball x₀ R) * f x₀ ≤ ∫ (x : E) in Metric.ball x₀ R, f x ∂μ

The sub-mean-value inequality on balls. If f is C² on the ball ball x₀ R, continuous on its closure, and has nonnegative Laplacian on the ball, then the measure of the ball times f x₀ is at most the integral of f over the ball.

theorem TauCeti.le_setAverage_ball_of_laplacian_nonneg {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} [μ.IsAddHaarMeasure] {R : ℝ} {f : E → ℝ} {x₀ : E} (hf : ContDiffOn ℝ 2 f (Metric.ball x₀ R)) (hfc : ContinuousOn f (Metric.closedBall x₀ R)) (hΔ : ∀ x ∈ Metric.ball x₀ R, 0 ≤ Laplacian.laplacian f x) (hR : 0 < R) :
f x₀ ≤ ⨍ (x : E) in Metric.ball x₀ R, f x ∂μ

The sub-mean-value inequality on balls, average form. A function which is C² on the ball ball x₀ R, 0 < R, continuous on its closure, and has nonnegative Laplacian on the ball, is at most its average over the ball at the centre.