Documentation

LeanPool.Superdiffusion.Algsuperdiff.StochasticProcess.Common.DivergenceForm.WholeSpace.ContinuousCoeffPotentialResolvent

ContinuousCoeffPotentialResolvent #

Ported from scottnarmstrong/Superdiffusion at 7f20476385d4af418f110303085ad0740c9eba46. Module imports, support namespace and local option directives adapted for Lean Pool.

Potential resolvents for continuous skew coefficients #

The potential resolvent has an interior-continuous representative when a = nu I + k and k is continuous, without a size restriction on k.

theorem DivergenceFormProcess.Form.exists_continuousOn_representative_potentialResolvent_continuousCoeff {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) (F : ↥(HCPolySupport.ScalarL2 U)) {M : ℝ} (hM : 0 ≤ M) (hFM : ∀ᵐ (x : HCPolySupport.Vec d) ∂HCPolySupport.volumeMeasureOn U, |↑↑F x| ≤ M) :
∃ (v : HCPolySupport.Vec d → ℝ), ContinuousOn v U ∧ v =ᵐ[HCPolySupport.volumeMeasureOn U] ↑↑((potentialResolvent a ⋯ hlam hEll q hq) F)

A bounded-data potential solution has a continuous representative for a continuous skew coefficient of arbitrary size.

noncomputable def DivergenceFormProcess.Form.continuousCoeffPotentialBoundedResolvent {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) {f : ↑U → ℝ} (hf : Measurable f) {D : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) :

The canonical continuous representative of the bounded-data potential resolvent for an arbitrary-size continuous skew field.

Equations
Instances For
    theorem DivergenceFormProcess.Form.continuousOn_continuousCoeffPotentialBoundedResolvent {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) {f : ↑U → ℝ} (hf : Measurable f) {D : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) :
    ContinuousOn (continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hf hfD) U
    theorem DivergenceFormProcess.Form.continuousCoeffPotentialBoundedResolvent_ae {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) {f : ↑U → ℝ} (hf : Measurable f) {D : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) :
    continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hf hfD =ᵐ[HCPolySupport.volumeMeasureOn U] ↑↑((potentialResolvent a ⋯ hlam hEll q hq) (boundedMeasurableToScalarL2 hU hf hfD))
    theorem DivergenceFormProcess.Form.continuousCoeffPotentialBoundedResolvent_eq_of_continuousOn_of_ae_eq {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) {f : ↑U → ℝ} (hf : Measurable f) {D : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) {v : HCPolySupport.Vec d → ℝ} (hv : ContinuousOn v U) (hvae : v =ᵐ[HCPolySupport.volumeMeasureOn U] ↑↑((potentialResolvent a ⋯ hlam hEll q hq) (boundedMeasurableToScalarL2 hU hf hfD))) :
    Set.EqOn v (continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hf hfD) U

    Characterization by continuity and the represented L² class.

    theorem DivergenceFormProcess.Form.abs_continuousCoeffPotentialBoundedResolvent_le {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) {f : ↑U → ℝ} (hf : Measurable f) {D : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) (x : HCPolySupport.Vec d) :
    x ∈ U → |continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hf hfD x| ≤ |D| / ↑mu

    Pointwise maximum-principle bound for the continuous potential representative.

    theorem DivergenceFormProcess.Form.continuousCoeffPotentialBoundedResolvent_add {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) {f g : ↑U → ℝ} (hf : Measurable f) (hg : Measurable g) {D E : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) (hgE : ∀ (y : ↑U), |g y| ≤ E) (hfg : ∀ (y : ↑U), |(f + g) y| ≤ D + E) :
    Set.EqOn (fun (x : HCPolySupport.Vec d) => continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hf hfD x + continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hg hgE x) (continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu ⋯ hfg) U

    Additivity of the continuous potential representative.

    theorem DivergenceFormProcess.Form.continuousCoeffPotentialBoundedResolvent_smul {d : ℕ} {U : Set (HCPolySupport.Vec d)} (a : HCPolySupport.CoeffField d) (hU : HCPolySupport.IsOpenBoundedConvexDomain U) {nu lam Lam C : ℝ} (hnu : 0 < nu) (hlam : 0 < lam) (hEll : HCPolySupport.IsEllipticFieldOn lam Lam U a) (hsymm : ∀ (y : HCPolySupport.Vec d), HCPolySupport.symmPart (a y) = nu • 1) (hcont : ContinuousOn (fun (y : HCPolySupport.Vec d) => a y - nu • 1) U) (hd : 2 ≤ d) (q : HCPolySupport.Vec d → ℝ) (hq : IsBoundedNonnegativePotential U q C) [NeZero d] (mu : ↑MarkovProcess.Semigroup.PositiveShift) (c : ℝ) {f : ↑U → ℝ} (hf : Measurable f) {D : ℝ} (hfD : ∀ (y : ↑U), |f y| ≤ D) (hcf : ∀ (y : ↑U), |(c • f) y| ≤ |c| * D) :
    Set.EqOn (fun (x : HCPolySupport.Vec d) => c * continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu hf hfD x) (continuousCoeffPotentialBoundedResolvent a hU hnu hlam hEll hsymm hcont hd q hq mu ⋯ hcf) U

    Homogeneity of the continuous potential representative.