openAI-math-dataset / lean /OAI /Geometry /IsometricImmersion /Calculus /AffineTensorJetBounds.lean
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import OAI.Geometry.IsometricImmersion.Coordinates.AffinePushforward
import OAI.Geometry.IsometricImmersion.Assembly.SupportedPerturbations
import Mathlib.Analysis.Calculus.ContDiff.Bounds
namespace OAI
noncomputable section
open Set Function
open scoped ContDiff Topology BigOperators Matrix Matrix.Norms.Elementwise
namespace SmoothLocal.Geometry
open SmoothLocal.Perturbation
private def affineTensorCongruenceValue
(R A : Matrix (Fin 2) (Fin 2) ℝ) : Matrix (Fin 2) (Fin 2) ℝ := R⁻¹ᵀ * A * R⁻¹
private theorem affineTensorCongruenceValue_add
(R A B : Matrix (Fin 2) (Fin 2) ℝ) :
affineTensorCongruenceValue R (A+B) =
affineTensorCongruenceValue R A + affineTensorCongruenceValue R B := by
simp only [affineTensorCongruenceValue, Matrix.mul_add, Matrix.add_mul]
private theorem affineTensorCongruenceValue_smul
(R A : Matrix (Fin 2) (Fin 2) ℝ) (c : ℝ) :
affineTensorCongruenceValue R (c • A) = c • affineTensorCongruenceValue R A := by
simp only [affineTensorCongruenceValue, Matrix.mul_smul, Matrix.smul_mul]
def affineTensorCongruence (R : Matrix (Fin 2) (Fin 2) ℝ) :
(Fin 2 → Fin 2 → ℝ) →L[ℝ] (Fin 2 → Fin 2 → ℝ) :=
LinearMap.toContinuousLinearMap
{ toFun := affineTensorCongruenceValue R
map_add' := affineTensorCongruenceValue_add R
map_smul' := fun c A => affineTensorCongruenceValue_smul R A c }
theorem affineTensorCongruence_apply (R A : Matrix (Fin 2) (Fin 2) ℝ) :
affineTensorCongruence R A = R⁻¹ᵀ * A * R⁻¹ := rfl
theorem iteratedFDeriv_comp_affineInverse
{F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F]
{f : Coord → F} {U : Set Coord} (hf : ContDiffOn ℝ ∞ f U) (hU : IsOpen U)
(b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ) {p : Coord}
(hp : affineInverseCoordinates b R p ∈ U) (n : ℕ) :
iteratedFDeriv ℝ n (f ∘ affineInverseCoordinates b R) p =
(iteratedFDeriv ℝ n f (affineInverseCoordinates b R p)).compContinuousLinearMap
(fun _ : Fin n => matrixContinuousLinear R⁻¹) := by
let L : Coord →L[ℝ] Coord := matrixContinuousLinear R⁻¹
change iteratedFDeriv ℝ n (fun x => (f ∘ L) (x-b)) p = _
rw [iteratedFDeriv_comp_sub]
have hpre : IsOpen (L ⁻¹' U) := hU.preimage L.continuous
have he := L.iteratedFDerivWithin_comp_right hf hU.uniqueDiffOn hpre.uniqueDiffOn hp
(i := n) (WithTop.coe_le_coe.mpr le_top)
rw [iteratedFDerivWithin_of_isOpen n hpre hp,
iteratedFDerivWithin_of_isOpen n hU (show L (p-b) ∈ U from hp)] at he
exact he
theorem iteratedFDeriv_affinePushforwardMetric
{η : MetricField} {U : Set Coord} (hη : ContDiffOn ℝ ∞ η U) (hU : IsOpen U)
(b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ) {p : Coord}
(hp : affineInverseCoordinates b R p ∈ U) (n : ℕ) :
iteratedFDeriv ℝ n (affinePushforwardMetric η b R) p =
(affineTensorCongruence R).compContinuousMultilinearMap
((iteratedFDeriv ℝ n η (affineInverseCoordinates b R p)).compContinuousLinearMap
(fun _ : Fin n => matrixContinuousLinear R⁻¹)) := by
have hinv := affineInverseCoordinates_contDiff b R
have hcomp : ContDiffOn ℝ ∞ (η ∘ affineInverseCoordinates b R)
(affineInverseCoordinates b R ⁻¹' U) :=
hη.comp hinv.contDiffOn (fun _ hq => hq)
have hpre := hU.preimage hinv.continuous
change iteratedFDeriv ℝ n ((affineTensorCongruence R) ∘
(η ∘ affineInverseCoordinates b R)) p = _
calc
_ = (affineTensorCongruence R).compContinuousMultilinearMap
(iteratedFDeriv ℝ n (η ∘ affineInverseCoordinates b R) p) :=
(affineTensorCongruence R).iteratedFDeriv_comp_left
(hcomp.contDiffAt (hpre.mem_nhds hp)) (WithTop.coe_le_coe.mpr le_top)
_ = _ := congrArg (affineTensorCongruence R).compContinuousMultilinearMap
(iteratedFDeriv_comp_affineInverse hη hU b R hp n)
theorem iteratedFDeriv_affinePushforwardMetric_apply
{η : MetricField} {U : Set Coord} (hη : ContDiffOn ℝ ∞ η U) (hU : IsOpen U)
(b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ) {p : Coord}
(hp : affineInverseCoordinates b R p ∈ U) (n : ℕ) (v : Fin n → Coord) :
iteratedFDeriv ℝ n (affinePushforwardMetric η b R) p v =
R⁻¹ᵀ * (iteratedFDeriv ℝ n η (affineInverseCoordinates b R p)
(fun i => R⁻¹ *ᵥ v i)) * R⁻¹ := by
rw [iteratedFDeriv_affinePushforwardMetric hη hU b R hp n]
rfl
def affineTensorJetFactor (R : Matrix (Fin 2) (Fin 2) ℝ) (n : ℕ) : ℝ :=
‖affineTensorCongruence R‖ * ‖matrixContinuousLinear R⁻¹‖^n
theorem affineTensorJetFactor_nonneg (R : Matrix (Fin 2) (Fin 2) ℝ) (n : ℕ) :
0 ≤ affineTensorJetFactor R n := by
unfold affineTensorJetFactor
positivity
theorem norm_iteratedFDeriv_affinePushforwardMetric_le
{η : MetricField} {U : Set Coord} (hη : ContDiffOn ℝ ∞ η U) (hU : IsOpen U)
(b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ) {p : Coord}
(hp : affineInverseCoordinates b R p ∈ U) (n : ℕ) :
‖iteratedFDeriv ℝ n (affinePushforwardMetric η b R) p‖ ≤
affineTensorJetFactor R n * ‖iteratedFDeriv ℝ n η (affineInverseCoordinates b R p)‖ := by
rw [iteratedFDeriv_affinePushforwardMetric hη hU b R hp n]
have hright := ContinuousMultilinearMap.norm_compContinuousLinearMap_le
(iteratedFDeriv ℝ n η (affineInverseCoordinates b R p))
(fun _ : Fin n => matrixContinuousLinear R⁻¹)
simp only [Finset.prod_const, Finset.card_univ, Fintype.card_fin] at hright
calc
_ ≤ ‖affineTensorCongruence R‖ *
‖(iteratedFDeriv ℝ n η (affineInverseCoordinates b R p)).compContinuousLinearMap
(fun _ : Fin n => matrixContinuousLinear R⁻¹)‖ :=
(affineTensorCongruence R).norm_compContinuousMultilinearMap_le _
_ ≤ ‖affineTensorCongruence R‖ *
(‖iteratedFDeriv ℝ n η (affineInverseCoordinates b R p)‖ *
‖matrixContinuousLinear R⁻¹‖^n) :=
mul_le_mul_of_nonneg_left hright (norm_nonneg _)
_ = _ := by unfold affineTensorJetFactor; ring
theorem affinePushforwardMetric_jet_bound_on
{η : MetricField} {U S : Set Coord} (hη : ContDiffOn ℝ ∞ η U) (hU : IsOpen U)
(b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ)
(hSU : MapsTo (affineInverseCoordinates b R) S U) (n : ℕ) {B : ℝ}
(hB : ∀ p ∈ S, ‖iteratedFDeriv ℝ n η (affineInverseCoordinates b R p)‖ ≤ B) :
∀ p ∈ S, ‖iteratedFDeriv ℝ n (affinePushforwardMetric η b R) p‖ ≤
affineTensorJetFactor R n * B := by
intro p hp
exact (norm_iteratedFDeriv_affinePushforwardMetric_le hη hU b R (hSU hp) n).trans
(mul_le_mul_of_nonneg_left (hB p hp) (affineTensorJetFactor_nonneg R n))
theorem supported_affine_tensor_jet_le_seminorm
(η : SymmetricPerturbation) (b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ)
(n : ℕ) (p : Coord) :
‖iteratedFDeriv ℝ n (affinePushforwardMetric (perturbationTensor η) b R) p‖ ≤
affineTensorJetFactor R n * perturbationSeminorm n η := by
exact (norm_iteratedFDeriv_affinePushforwardMetric_le
(perturbationTensor_contDiff η).contDiffOn isOpen_univ b R (mem_univ _) n).trans
(mul_le_mul_of_nonneg_left (perturbation_derivative_norm_le η n _)
(affineTensorJetFactor_nonneg R n))
def affineTensorOrderFactor (R : Matrix (Fin 2) (Fin 2) ℝ) (N : ℕ) : ℝ :=
1 + ‖affineTensorCongruence R‖ * (1 + ‖matrixContinuousLinear R⁻¹‖)^N
theorem affineTensorOrderFactor_pos (R : Matrix (Fin 2) (Fin 2) ℝ) (N : ℕ) :
0 < affineTensorOrderFactor R N := by
unfold affineTensorOrderFactor
positivity
theorem affineTensorJetFactor_le_orderFactor
(R : Matrix (Fin 2) (Fin 2) ℝ) {n N : ℕ} (hn : n ≤ N) :
affineTensorJetFactor R n ≤ affineTensorOrderFactor R N := by
have hpow : ‖matrixContinuousLinear R⁻¹‖^n ≤ (1+‖matrixContinuousLinear R⁻¹‖)^N :=
(pow_le_pow_left₀ (norm_nonneg _) (by linarith :
‖matrixContinuousLinear R⁻¹‖ ≤ 1+‖matrixContinuousLinear R⁻¹‖) n).trans
(pow_le_pow_right₀ (by linarith [norm_nonneg (matrixContinuousLinear R⁻¹)]) hn)
have hmul := mul_le_mul_of_nonneg_left hpow (norm_nonneg (affineTensorCongruence R))
unfold affineTensorJetFactor affineTensorOrderFactor
linarith
theorem supported_affine_tensor_finite_jet_le
(η : SymmetricPerturbation) (b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ)
{n N : ℕ} (hn : n ≤ N) (p : Coord) :
‖iteratedFDeriv ℝ n (affinePushforwardMetric (perturbationTensor η) b R) p‖ ≤
affineTensorOrderFactor R N * perturbationSeminorm n η := by
have hsemi : 0 ≤ perturbationSeminorm n η :=
(norm_nonneg _).trans (perturbation_derivative_norm_le η n (0 : Coord))
exact (supported_affine_tensor_jet_le_seminorm η b R n p).trans
(mul_le_mul_of_nonneg_right (affineTensorJetFactor_le_orderFactor R hn) hsemi)
def affineTensorEntry (i j : Fin 2) : (Fin 2 → Fin 2 → ℝ) →L[ℝ] ℝ :=
(ContinuousLinearMap.proj j : (Fin 2 → ℝ) →L[ℝ] ℝ).comp
(ContinuousLinearMap.proj i : (Fin 2 → Fin 2 → ℝ) →L[ℝ] (Fin 2 → ℝ))
theorem affineTensorEntry_norm_le (i j : Fin 2) : ‖affineTensorEntry i j‖ ≤ 1 := by
apply ContinuousLinearMap.opNorm_le_bound _ (by norm_num)
intro A
change ‖A i j‖ ≤ 1*‖A‖
rw [one_mul]
exact (norm_le_pi_norm (A i) j).trans (norm_le_pi_norm A i)
theorem norm_iteratedFDeriv_affinePushforwardCoefficient_le
{η : MetricField} {U : Set Coord} (hη : ContDiffOn ℝ ∞ η U) (hU : IsOpen U)
(b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ) {p : Coord}
(hp : affineInverseCoordinates b R p ∈ U) (n : ℕ) (i j : Fin 2) :
‖iteratedFDeriv ℝ n (fun q => affinePushforwardMetric η b R q i j) p‖ ≤
‖iteratedFDeriv ℝ n (affinePushforwardMetric η b R) p‖ := by
have hcomp : ContDiffOn ℝ ∞ (η ∘ affineInverseCoordinates b R)
(affineInverseCoordinates b R ⁻¹' U) :=
hη.comp (affineInverseCoordinates_contDiff b R).contDiffOn (fun _ hq => hq)
have htensor : ContDiffOn ℝ ∞ (affinePushforwardMetric η b R)
(affineInverseCoordinates b R ⁻¹' U) :=
(affineTensorCongruence R).contDiff.comp_contDiffOn hcomp
have hpre := hU.preimage (affineInverseCoordinates_contDiff b R).continuous
have hleft := (affineTensorEntry i j).norm_iteratedFDeriv_comp_left
(htensor.contDiffAt (hpre.mem_nhds hp)) (n := n) (WithTop.coe_le_coe.mpr le_top)
exact hleft.trans ((mul_le_mul_of_nonneg_right (affineTensorEntry_norm_le i j)
(norm_nonneg _)).trans_eq (one_mul _))
theorem supported_affine_tensor_coefficient_jet_le_seminorm
(η : SymmetricPerturbation) (b : Coord) (R : Matrix (Fin 2) (Fin 2) ℝ)
(n : ℕ) (p : Coord) (i j : Fin 2) :
‖iteratedFDeriv ℝ n (fun q => affinePushforwardMetric (perturbationTensor η) b R q i j) p‖ ≤
affineTensorJetFactor R n * perturbationSeminorm n η :=
(norm_iteratedFDeriv_affinePushforwardCoefficient_le
(perturbationTensor_contDiff η).contDiffOn isOpen_univ b R (mem_univ _) n i j).trans
(supported_affine_tensor_jet_le_seminorm η b R n p)
end SmoothLocal.Geometry
end
end OAI