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TauCeti.Analysis.BoundedVariation.PolarDecomposition

The polar decomposition of the derivative of a function of locally bounded variation #

Let Ω be an open set of a finite-dimensional real inner product space E and let u : E → ℝ be locally integrable on Ω, with locally finite variation: every compact K ⊆ Ω has an open neighbourhood U with |Du|(U) < ∞. The distributional derivative Du is then a vector-valued Radon measure on Ω, absolutely continuous with respect to its variation measure |Du| (TauCeti.variationMeasure) with a density of norm one:

Du = σ_u |Du|, that is, ∫ u div φ dμ = -∫ ⟪φ, σ_u⟫ d|Du| for every φ ∈ 𝓓(Ω, E),

with ‖σ_u‖ = 1 at |Du|-almost every point. This is the structure theorem for functions of locally bounded variation. The polar density σ_u is TauCeti.polarDensity. It is unique |Du|-almost everywhere (TauCeti.ae_eq_polarDensity). For the indicator χ_E of a set of locally finite perimeter, the sign convention Dχ_E = -ν_E |Dχ_E| makes -σ_{χ_E} the measure-theoretic outer unit normal ν_E.

The proof assembles the directional derivatives ∂_{bᵢ} u along an orthonormal basis, each a difference of two regular measures (TauCeti.exists_regular_lineDeriv_ofFun_apply_eq). With respect to a common reference measure ρ, which also dominates |Du| (MeasureTheory.Measure.exists_common_density_sub), their densities form a vector field g with ∫ u div φ dμ = -∫ ⟪φ, g⟫ dρ. A pairing with a test vector field of norm at most one supported in U is bounded by |Du|(U), so ‖g‖ is at most the density of |Du| with respect to ρ (TauCeti.ae_enorm_le_of_forall_enorm_integral_inner_le), and σ_u = g / (d|Du|/dρ) has norm at most one. Testing the definition of |Du|(U) as a supremum against this representation gives |Du|(U) ≤ ∫_U ‖σ_u‖ d|Du|, hence ‖σ_u‖ = 1 (TauCeti.ae_eq_one_of_measure_le_setLIntegral).

Main declarations #

References #

noncomputable def TauCeti.polarDensity {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] (μ : MeasureTheory.Measure E) (Ω : TopologicalSpace.Opens E) (u : E → ℝ) :
↥Ω → E

The polar density σ_u of the derivative of u on Ω with respect to its variation measure |Du|: if u is locally integrable on Ω with locally finite variation there, it is a measurable vector field σ_u : Ω → E with ‖σ_u‖ = 1 at |Du|-almost every point (TauCeti.ae_norm_polarDensity_eq_one) such that Du = σ_u |Du|, that is, ∫ u div φ dμ = -∫ ⟪φ, σ_u⟫ d|Du| for every test vector field φ on Ω (TauCeti.integral_divergenceCLM_mul_eq_neg_integral_inner_polarDensity). It is determined |Du|-almost everywhere (TauCeti.ae_eq_polarDensity). If no such field exists it is 0 by convention.

Instances For
    theorem TauCeti.integral_divergenceCLM_mul_eq_neg_integral_inner_polarDensity {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} (hu : MeasureTheory.LocallyIntegrableOn u (↑Ω) μ) (hfin : ∀ (K : Set E), IsCompact K → K ⊆ ↑Ω → ∃ (U : TopologicalSpace.Opens E), K ⊆ ↑U ∧ totalVariationOn μ U u ≠ ⊤) (φ : TestFunction Ω E ⊤) :
    ∫ (x : E), (TestFunction.divergenceCLM φ) x * u x ∂μ = -∫ (x : ↥Ω), inner ℝ (φ ↑x) (polarDensity μ Ω u x) ∂variationMeasure μ Ω u

    The polar decomposition Du = σ_u |Du|. For u locally integrable on Ω with locally finite variation, ∫ u div φ dμ = -∫ ⟪φ, σ_u⟫ d|Du| for every test vector field φ on Ω.

    theorem TauCeti.integral_lineDeriv_mul_eq_neg_integral_mul_inner_polarDensity {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} (hu : MeasureTheory.LocallyIntegrableOn u (↑Ω) μ) (hfin : ∀ (K : Set E), IsCompact K → K ⊆ ↑Ω → ∃ (U : TopologicalSpace.Opens E), K ⊆ ↑U ∧ totalVariationOn μ U u ≠ ⊤) (φ : TestFunction Ω ℝ ⊤) (v : E) :
    ∫ (x : E), lineDeriv ℝ (⇑φ) x v * u x ∂μ = -∫ (x : ↥Ω), φ ↑x * inner ℝ v (polarDensity μ Ω u x) ∂variationMeasure μ Ω u

    The directional derivative ⟪v, Du⟫ = ⟪v, σ_u⟫ |Du|. For u locally integrable on Ω with locally finite variation, ∫ ∂_v φ · u dμ = -∫ φ ⟪v, σ_u⟫ d|Du| for every scalar test function φ on Ω and every vector v.

    theorem TauCeti.ae_norm_polarDensity_eq_one {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} (hu : MeasureTheory.LocallyIntegrableOn u (↑Ω) μ) (hfin : ∀ (K : Set E), IsCompact K → K ⊆ ↑Ω → ∃ (U : TopologicalSpace.Opens E), K ⊆ ↑U ∧ totalVariationOn μ U u ≠ ⊤) :
    ∀ᵐ (x : ↥Ω) ∂variationMeasure μ Ω u, ‖polarDensity μ Ω u x‖ = 1

    The polar density of a function of locally finite variation has norm one at |Du|-almost every point.

    The polar density is locally integrable with respect to |Du|. (If u is not locally integrable with locally finite variation, |Du| = 0.)

    theorem TauCeti.ae_eq_polarDensity {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} (hu : MeasureTheory.LocallyIntegrableOn u (↑Ω) μ) (hfin : ∀ (K : Set E), IsCompact K → K ⊆ ↑Ω → ∃ (U : TopologicalSpace.Opens E), K ⊆ ↑U ∧ totalVariationOn μ U u ≠ ⊤) {σ : ↥Ω → E} (hσ : MeasureTheory.LocallyIntegrable σ (variationMeasure μ Ω u)) (h : ∀ (φ : TestFunction Ω E ⊤), ∫ (x : E), (TestFunction.divergenceCLM φ) x * u x ∂μ = -∫ (x : ↥Ω), inner ℝ (φ ↑x) (σ x) ∂variationMeasure μ Ω u) :
    σ =ᵐ[variationMeasure μ Ω u] polarDensity μ Ω u

    Uniqueness of the polar density. A locally integrable vector field σ on Ω with ∫ u div φ dμ = -∫ ⟪φ, σ⟫ d|Du| for every test vector field φ agrees with σ_u at |Du|-almost every point.

    The pairing of u with a test vector field φ on Ω is bounded by ∫ ‖φ‖ d|Du|.

    theorem TauCeti.polarDensity_congr_ae {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u v : E → ℝ} (h : u =ᵐ[μ.restrict ↑Ω] v) :
    polarDensity μ Ω u =ᵐ[variationMeasure μ Ω u] polarDensity μ Ω v

    Locality of the polar density. If u = v almost everywhere on Ω, then σ_u = σ_v at |Du|-almost every point.

    Against an additive Haar measure, the polar density of c - u is -σ_u at |Du|-almost every point. In particular the polar densities of the indicators of a set and of its complement are opposite.

    theorem TauCeti.integrable_inner_polarDensity {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} {f : E → E} (hf : Continuous f) (hc : HasCompactSupport f) (hs : tsupport f ⊆ ↑Ω) :
    MeasureTheory.Integrable (fun (x : ↥Ω) => inner ℝ (f ↑x) (polarDensity μ Ω u x)) (variationMeasure μ Ω u)

    A continuous field compactly supported in the domain pairs integrably with the derivative of a locally BV function, represented by its polar density against its variation measure.

    theorem TauCeti.dist_integral_inner_polarDensity_le {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} {f g : E → E} (hf : Continuous f) (hg : Continuous g) {K : Set E} (hK : IsCompact K) (hKΩ : K ⊆ ↑Ω) (hfK : tsupport f ⊆ K) (hgK : tsupport g ⊆ K) {ε : ℝ} (hε : ∀ (x : E), dist (f x) (g x) ≤ ε) :
    dist (∫ (x : ↥Ω), inner ℝ (f ↑x) (polarDensity μ Ω u x) ∂variationMeasure μ Ω u) (∫ (x : ↥Ω), inner ℝ (g ↑x) (polarDensity μ Ω u x) ∂variationMeasure μ Ω u) ≤ ε * (variationMeasure μ Ω u).real (Subtype.val ⁻¹' K)

    Uniformly close continuous fields supported in a fixed compact set have close derivative pairings, with constant the variation measure of that compact set.

    theorem TauCeti.integral_trace_fderiv_mul_eq_neg_integral_inner_polarDensity {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E} {Ω : TopologicalSpace.Opens E} {u : E → ℝ} (hu : MeasureTheory.LocallyIntegrableOn u (↑Ω) μ) (hfin : ∀ (K : Set E), IsCompact K → K ⊆ ↑Ω → ∃ (U : TopologicalSpace.Opens E), K ⊆ ↑U ∧ totalVariationOn μ U u ≠ ⊤) {φ : E → E} (hφ : ContDiff ℝ 1 φ) (hc : HasCompactSupport φ) (hs : tsupport φ ⊆ ↑Ω) :
    ∫ (x : E), (LinearMap.trace ℝ E) ↑(fderiv ℝ φ x) * u x ∂μ = -∫ (x : ↥Ω), inner ℝ (φ ↑x) (polarDensity μ Ω u x) ∂variationMeasure μ Ω u

    Integration by parts against C¹ vector fields. For u locally integrable on Ω with locally finite variation, the polar decomposition Du = σ_u |Du| represents the distributional derivative against every C¹ vector field φ with compact support in Ω: ∫ u div φ dμ = -∫ ⟪φ, σ_u⟫ d|Du|, where div φ = tr (Dφ).