Download lean/OAI/Geometry/PrescribedPotential/AnalyticSupport.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 112 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/PrescribedPotential/AnalyticSupport.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/PrescribedPotential/AnalyticSupport.lean
-
curl -L -o AnalyticSupport.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/PrescribedPotential/AnalyticSupport.lean
112 kB
| import Mathlib | |
| namespace OAI | |
| /-! Analytic Support. -/ | |
| section | |
| noncomputable section | |
| open Set MeasureTheory Filter Complex | |
| open scoped Topology | |
| namespace ProjectiveKaehler | |
| def compactIntegral {K : Type*} [TopologicalSpace K] [CompactSpace K] | |
| [MeasurableSpace K] [OpensMeasurableSpace K] (μ : Measure K) [IsFiniteMeasure μ] : | |
| C(K, ℂ) →L[ℂ] ℂ := | |
| LinearMap.mkContinuous | |
| { toFun := fun f => ∫ x, f x ∂μ | |
| map_add' := by | |
| intro f g | |
| exact integral_add | |
| (f.continuous.integrable_of_hasCompactSupport (HasCompactSupport.of_compactSpace f)) | |
| (g.continuous.integrable_of_hasCompactSupport (HasCompactSupport.of_compactSpace g)) | |
| map_smul' := by | |
| intro c f | |
| exact integral_smul c f } | |
| (μ.real univ) (by | |
| intro f | |
| change ‖∫ x, f x ∂μ‖ ≤ μ.real univ * ‖f‖ | |
| rw [mul_comm] | |
| exact norm_integral_le_of_norm_le_const | |
| (μ := μ) (ae_of_all _ fun x => f.norm_coe_le_norm x)) | |
| abbrev Angle := Icc (0 : ℝ) (2 * Real.pi) | |
| def angleMeasure : Measure Angle := Measure.comap Subtype.val volume | |
| instance : IsFiniteMeasure angleMeasure := by | |
| refine ⟨?_⟩ | |
| rw [angleMeasure, Measure.comap_apply Subtype.val Subtype.val_injective | |
| (fun s hs => (MeasurableEmbedding.subtype_coe measurableSet_Icc).measurableSet_image.mpr hs) | |
| volume MeasurableSet.univ] | |
| simpa only [Set.image_univ, Subtype.range_coe_subtype, ofPred_mem_eq] using | |
| (measure_Icc_lt_top (μ := volume) (a := (0 : ℝ)) (b := 2 * Real.pi)) | |
| abbrev Boundary (n : ℕ) := Fin n → Angle | |
| def boundaryCons (n : ℕ) : C(Angle × Boundary n, Boundary (n + 1)) where | |
| toFun p := Fin.cons p.1 p.2 | |
| continuous_toFun := by | |
| apply continuous_pi | |
| intro i | |
| refine Fin.cases ?_ (fun j => ?_) i | |
| · simpa using continuous_fst | |
| · exact (continuous_apply j).comp continuous_snd | |
| def integrateFirst {K : Type*} [TopologicalSpace K] [CompactSpace K] | |
| (L : C(K, ℂ) →L[ℂ] ℂ) : C(Angle × K, ℂ) →L[ℂ] ℂ := | |
| LinearMap.mkContinuous | |
| { toFun := fun f => ∫ t, L (f.curry t) ∂angleMeasure | |
| map_add' := by | |
| intro f g | |
| change (∫ t, L ((f + g).curry t) ∂angleMeasure) = _ | |
| have h : ∀ t, (f + g).curry t = f.curry t + g.curry t := fun _ => by | |
| ext; rfl | |
| simp_rw [h, map_add] | |
| apply integral_add | |
| · exact (L.continuous.comp f.curry.continuous).integrable_of_hasCompactSupport | |
| (HasCompactSupport.of_compactSpace _) | |
| · exact (L.continuous.comp g.curry.continuous).integrable_of_hasCompactSupport | |
| (HasCompactSupport.of_compactSpace _) | |
| map_smul' := by | |
| intro c f | |
| have h : ∀ t, (c • f).curry t = c • f.curry t := fun _ => by | |
| ext; rfl | |
| simp_rw [h, map_smul] | |
| exact integral_smul c _ } | |
| (‖L‖ * angleMeasure.real univ) (by | |
| intro f | |
| calc | |
| ‖∫ t, L (f.curry t) ∂angleMeasure‖ ≤ | |
| (‖L‖ * ‖f‖) * angleMeasure.real univ := | |
| norm_integral_le_of_norm_le_const (ae_of_all _ fun t => | |
| (L.le_opNorm _).trans (mul_le_mul_of_nonneg_left | |
| (((f.curry t).norm_le (norm_nonneg f)).mpr | |
| (fun y => f.norm_coe_le_norm (t, y))) (norm_nonneg L))) | |
| _ = (‖L‖ * angleMeasure.real univ) * ‖f‖ := by ring) | |
| def boundaryIntegral : (n : ℕ) → C(Boundary n, ℂ) →L[ℂ] ℂ | |
| | 0 => ContinuousMap.evalCLM ℂ (fun i => Fin.elim0 i) | |
| | n + 1 => (integrateFirst (boundaryIntegral n)).comp | |
| (ContinuousMap.compCLM ℂ ℂ (boundaryCons n)) | |
| @[simp] theorem boundaryIntegral_zero (f : C(Boundary 0, ℂ)) : | |
| boundaryIntegral 0 f = f (fun i => Fin.elim0 i) := rfl | |
| @[simp] theorem boundaryIntegral_succ (n : ℕ) (f : C(Boundary (n + 1), ℂ)) : | |
| boundaryIntegral (n + 1) f = | |
| ∫ t, boundaryIntegral n ((f.comp (boundaryCons n)).curry t) ∂angleMeasure := rfl | |
| def boundaryPoint {n : ℕ} (c : Fin n → ℂ) (R : ℝ) : C(Boundary n, Fin n → ℂ) where | |
| toFun t i := circleMap (c i) R (t i).val | |
| continuous_toFun := by | |
| apply continuous_pi | |
| intro i | |
| exact (continuous_circleMap _ _).comp (continuous_subtype_val.comp (continuous_apply i)) | |
| def denominator {n : ℕ} (c : Fin n → ℂ) (R : ℝ) (i : Fin n) | |
| (z : Fin n → ℂ) : C(Boundary n, ℂ) := | |
| ⟨fun t => circleMap (c i) R (t i).val - z i, by | |
| exact ((continuous_circleMap _ _).comp | |
| (continuous_subtype_val.comp (continuous_apply i))).sub continuous_const⟩ | |
| lemma analyticAt_denominator {n : ℕ} (c : Fin n → ℂ) (R : ℝ) (i : Fin n) | |
| (z : Fin n → ℂ) : AnalyticAt ℂ (denominator c R i) z := by | |
| have h : denominator c R i = fun w => denominator c R i 0 - | |
| (ContinuousLinearMap.const ℂ (Boundary n)) (w i) := by | |
| funext w | |
| ext t | |
| simp [denominator] | |
| rw [h] | |
| have hi : AnalyticAt ℂ (fun w : Fin n → ℂ => w i) z := | |
| (ContinuousLinearMap.proj i : (Fin n → ℂ) →L[ℂ] ℂ).analyticAt z | |
| exact analyticAt_const.sub | |
| (AnalyticAt.comp (f := fun w : Fin n → ℂ => w i) | |
| ((ContinuousLinearMap.const ℂ (Boundary n)).analyticAt (z i)) hi) | |
| lemma isUnit_denominator {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} (hR : 0 < R) | |
| (hz : z ∈ Metric.ball c R) (i : Fin n) : IsUnit (denominator c R i z) := by | |
| apply (ContinuousMap.isUnit_iff_forall_ne_zero _).mpr | |
| intro t he | |
| rw [ball_pi c hR] at hz | |
| have hi : z i ∈ Metric.ball (c i) R := hz i (Set.mem_univ i) | |
| have hs := circleMap_mem_sphere (c i) hR.le (t i).val | |
| have he' : circleMap (c i) R (t i).val = z i := sub_eq_zero.mp he | |
| rw [he'] at hs | |
| exact (ne_of_lt hi) hs | |
| lemma analyticAt_inverseDenominator {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} | |
| (hR : 0 < R) (hz : z ∈ Metric.ball c R) (i : Fin n) : | |
| AnalyticAt ℂ (fun w => Ring.inverse (denominator c R i w)) z := by | |
| have h : AnalyticAt ℂ Ring.inverse (denominator c R i z) := by | |
| simpa only [IsUnit.unit_spec] using | |
| (analyticAt_inverse (𝕜 := ℂ) (isUnit_denominator hR hz i).unit) | |
| exact h.comp (analyticAt_denominator c R i z) | |
| lemma inverseDenominator_apply {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} | |
| (hR : 0 < R) (hz : z ∈ Metric.ball c R) (i : Fin n) (t : Boundary n) : | |
| Ring.inverse (denominator c R i z) t = (circleMap (c i) R (t i).val - z i)⁻¹ := by | |
| have h := congrArg (fun F : C(Boundary n, ℂ) => F t) | |
| (Ring.mul_inverse_cancel (denominator c R i z) (isUnit_denominator hR hz i)) | |
| change (circleMap (c i) R (t i).val - z i) * _ = 1 at h | |
| exact eq_inv_of_mul_eq_one_right h | |
| lemma boundaryPoint_mem_closedBall {n : ℕ} (c : Fin n → ℂ) {R : ℝ} (hR : 0 ≤ R) | |
| (t : Boundary n) : boundaryPoint c R t ∈ Metric.closedBall c R := by | |
| rw [closedBall_pi c hR] | |
| intro i _ | |
| exact circleMap_mem_closedBall (c i) hR (t i).val | |
| def boundaryValue {n : ℕ} {c : Fin n → ℂ} {R : ℝ} (hR : 0 ≤ R) | |
| {f : (Fin n → ℂ) → ℂ} (hf : ContinuousOn f (Metric.closedBall c R)) : | |
| C(Boundary n, ℂ) := | |
| ⟨fun t => f (boundaryPoint c R t), | |
| hf.comp_continuous (boundaryPoint c R).continuous (boundaryPoint_mem_closedBall c hR)⟩ | |
| def boundarySpeed {n : ℕ} (R : ℝ) : C(Boundary n, ℂ) := | |
| ∏ i : Fin n, ⟨fun t => circleMap 0 R (t i).val * I, by | |
| exact ((continuous_circleMap 0 R).comp | |
| (continuous_subtype_val.comp (continuous_apply i))).mul continuous_const⟩ | |
| def cauchyTransform {n : ℕ} (c : Fin n → ℂ) (R : ℝ) (F : C(Boundary n, ℂ)) | |
| (z : Fin n → ℂ) : ℂ := | |
| boundaryIntegral n (boundarySpeed R * (∏ i, Ring.inverse (denominator c R i z)) * F) | |
| lemma analyticAt_cauchyTransform {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} | |
| (hR : 0 < R) (hz : z ∈ Metric.ball c R) (F : C(Boundary n, ℂ)) : | |
| AnalyticAt ℂ (cauchyTransform c R F) z := by | |
| have hp : AnalyticAt ℂ (fun w => ∏ i, Ring.inverse (denominator c R i w)) z := | |
| Finset.analyticAt_fun_prod Finset.univ (fun i _ => analyticAt_inverseDenominator hR hz i) | |
| have h : AnalyticAt ℂ (fun w => boundarySpeed R * | |
| (∏ i, Ring.inverse (denominator c R i w)) * F) z := | |
| (analyticAt_const.mul hp).mul analyticAt_const | |
| exact AnalyticAt.comp (f := fun w => boundarySpeed R * | |
| (∏ i, Ring.inverse (denominator c R i w)) * F) | |
| ((boundaryIntegral n).analyticAt _) h | |
| abbrev circleKernel (c : ℂ) (R : ℝ) (z : ℂ) (t : ℝ) : ℂ := | |
| (circleMap 0 R t * I) * (circleMap c R t - z)⁻¹ | |
| lemma cauchyIntegrand_apply {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} | |
| (hR : 0 < R) (hz : z ∈ Metric.ball c R) (F : C(Boundary n, ℂ)) (t : Boundary n) : | |
| (boundarySpeed (n := n) R * (∏ i, Ring.inverse (denominator c R i z)) * F) t = | |
| (∏ i, circleKernel (c i) R (z i) (t i).val) * F t := by | |
| simp only [ContinuousMap.mul_apply, boundarySpeed, ContinuousMap.prod_apply, | |
| ContinuousMap.coe_mk, inverseDenominator_apply hR hz] | |
| rw [← Finset.prod_mul_distrib] | |
| lemma circleCauchy {c z : ℂ} {R : ℝ} {f : ℂ → ℂ} | |
| (hf : DifferentiableOn ℂ f (Metric.closedBall c R)) (hz : z ∈ Metric.ball c R) : | |
| (∫ t : Angle, circleKernel c R z t.val * f (circleMap c R t.val) ∂angleMeasure) = | |
| (2 * Real.pi * I) * f z := by | |
| have h := hf.circleIntegral_sub_inv_smul hz | |
| rw [circleIntegral_def_Icc] at h | |
| rw [angleMeasure, integral_subtype_comap (s := Angle) measurableSet_Icc | |
| (fun t => circleKernel c R z t * f (circleMap c R t))] | |
| simpa only [deriv_circleMap, smul_eq_mul, mul_assoc] using h | |
| lemma differentiable_cons_left {n : ℕ} (y : Fin n → ℂ) : | |
| Differentiable ℂ (fun a : ℂ => (Fin.cons a y : Fin (n + 1) → ℂ)) := by | |
| apply differentiable_pi.mpr | |
| intro i | |
| refine Fin.cases ?_ (fun j => ?_) i | |
| · simp | |
| · simp | |
| lemma differentiable_cons_right {n : ℕ} (a : ℂ) : | |
| Differentiable ℂ (fun y : Fin n → ℂ => (Fin.cons a y : Fin (n + 1) → ℂ)) := by | |
| apply differentiable_pi.mpr | |
| intro i | |
| refine Fin.cases ?_ (fun j => ?_) i | |
| · simp | |
| · exact (ContinuousLinearMap.proj j : (Fin n → ℂ) →L[ℂ] ℂ).differentiable | |
| lemma cons_mem_closedBall {n : ℕ} {c : Fin (n + 1) → ℂ} {R : ℝ} | |
| (hR : 0 ≤ R) {a : ℂ} {y : Fin n → ℂ} | |
| (ha : a ∈ Metric.closedBall (c 0) R) | |
| (hy : y ∈ Metric.closedBall (Fin.tail c) R) : | |
| Fin.cons a y ∈ Metric.closedBall c R := by | |
| rw [closedBall_pi c hR] | |
| rw [closedBall_pi (Fin.tail c) hR] at hy | |
| intro i _ | |
| refine Fin.cases ?_ (fun j => ?_) i | |
| · exact ha | |
| · exact hy j (Set.mem_univ j) | |
| lemma tail_mem_ball {n : ℕ} {c z : Fin (n + 1) → ℂ} {R : ℝ} | |
| (hR : 0 < R) (hz : z ∈ Metric.ball c R) : | |
| Fin.tail z ∈ Metric.ball (Fin.tail c) R := by | |
| rw [ball_pi c hR] at hz | |
| rw [ball_pi (Fin.tail c) hR] | |
| exact fun i _ => hz i.succ (Set.mem_univ _) | |
| lemma boundaryPoint_cons {n : ℕ} (c : Fin (n + 1) → ℂ) (R : ℝ) | |
| (a : Angle) (t : Boundary n) : | |
| boundaryPoint c R (Fin.cons a t) = | |
| Fin.cons (circleMap (c 0) R a.val) (boundaryPoint (Fin.tail c) R t) := by | |
| ext i | |
| refine Fin.cases ?_ (fun j => ?_) i <;> rfl | |
| lemma boundaryIntegral_cauchy (n : ℕ) {c z : Fin n → ℂ} {R : ℝ} | |
| {f : (Fin n → ℂ) → ℂ} (hR : 0 < R) | |
| (hf : DifferentiableOn ℂ f (Metric.closedBall c R)) (hz : z ∈ Metric.ball c R) | |
| (F : C(Boundary n, ℂ)) | |
| (hF : ∀ t, F t = (∏ i, circleKernel (c i) R (z i) (t i).val) * | |
| f (boundaryPoint c R t)) : | |
| boundaryIntegral n F = (2 * Real.pi * I) ^ n * f z := by | |
| induction n with | |
| | zero => | |
| rw [boundaryIntegral_zero, hF] | |
| simp only [Finset.univ_eq_empty, Finset.prod_empty, one_mul, pow_zero] | |
| congr 1 | |
| exact Subsingleton.elim _ _ | |
| | succ n ih => | |
| have hz0 : z 0 ∈ Metric.ball (c 0) R := by | |
| rw [ball_pi c hR] at hz | |
| exact hz 0 (Set.mem_univ _) | |
| have hzt := tail_mem_ball hR hz | |
| rw [boundaryIntegral_succ] | |
| have inner : ∀ a : Angle, | |
| boundaryIntegral n ((F.comp (boundaryCons n)).curry a) = | |
| (2 * Real.pi * I) ^ n * | |
| (circleKernel (c 0) R (z 0) a.val * | |
| f (Fin.cons (circleMap (c 0) R a.val) (Fin.tail z))) := by | |
| intro a | |
| apply ih (c := Fin.tail c) (z := Fin.tail z) | |
| (f := fun y => circleKernel (c 0) R (z 0) a.val * | |
| f (Fin.cons (circleMap (c 0) R a.val) y)) | |
| · exact (hf.comp (differentiable_cons_right _).differentiableOn | |
| (fun y hy => cons_mem_closedBall hR.le | |
| (circleMap_mem_closedBall (c 0) hR.le a.val) hy)).const_mul _ | |
| · exact hzt | |
| · intro t | |
| change F (Fin.cons a t) = _ | |
| rw [hF, Fin.prod_univ_succ, boundaryPoint_cons] | |
| simp only [Fin.cons_zero, Fin.cons_succ, Fin.tail] | |
| ring | |
| simp_rw [inner] | |
| rw [integral_const_mul] | |
| have hslice : DifferentiableOn ℂ (fun a => f (Fin.cons a (Fin.tail z))) | |
| (Metric.closedBall (c 0) R) := | |
| hf.comp (differentiable_cons_left _).differentiableOn | |
| (fun a ha => cons_mem_closedBall hR.le ha (Metric.ball_subset_closedBall hzt)) | |
| rw [circleCauchy hslice hz0, Fin.cons_self_tail, pow_succ] | |
| ring | |
| lemma cauchyTransform_eq {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} | |
| {f : (Fin n → ℂ) → ℂ} (hR : 0 < R) | |
| (hf : DifferentiableOn ℂ f (Metric.closedBall c R)) (hz : z ∈ Metric.ball c R) : | |
| cauchyTransform c R (boundaryValue hR.le hf.continuousOn) z = | |
| (2 * Real.pi * I) ^ n * f z := by | |
| apply boundaryIntegral_cauchy n hR hf hz | |
| intro t | |
| exact cauchyIntegrand_apply hR hz _ t | |
| lemma analyticAt_of_differentiableOn_closedBall {n : ℕ} {c z : Fin n → ℂ} {R : ℝ} | |
| {f : (Fin n → ℂ) → ℂ} (hR : 0 < R) | |
| (hf : DifferentiableOn ℂ f (Metric.closedBall c R)) (hz : z ∈ Metric.ball c R) : | |
| AnalyticAt ℂ f z := by | |
| have h : AnalyticAt ℂ (fun w => ((2 * Real.pi * I) ^ n)⁻¹ * | |
| cauchyTransform c R (boundaryValue hR.le hf.continuousOn) w) z := | |
| analyticAt_const.mul (analyticAt_cauchyTransform hR hz _) | |
| apply h.congr | |
| filter_upwards [Metric.isOpen_ball.mem_nhds hz] with w hw | |
| rw [cauchyTransform_eq hR hf hw] | |
| rw [← mul_assoc, inv_mul_cancel₀ (pow_ne_zero n Complex.two_pi_I_ne_zero), one_mul] | |
| theorem analyticOnNhd_of_differentiableOn {n : ℕ} {s : Set (Fin n → ℂ)} | |
| {f : (Fin n → ℂ) → ℂ} (hs : IsOpen s) (hf : DifferentiableOn ℂ f s) : | |
| AnalyticOnNhd ℂ f s := by | |
| intro z hz | |
| obtain ⟨R, hR, hsub⟩ := Metric.nhds_basis_closedBall.mem_iff.mp (hs.mem_nhds hz) | |
| exact analyticAt_of_differentiableOn_closedBall hR (hf.mono hsub) | |
| (Metric.mem_ball_self hR) | |
| theorem analyticOnNhd_pi_of_differentiableOn {n m : ℕ} {s : Set (Fin n → ℂ)} | |
| {f : (Fin n → ℂ) → (Fin m → ℂ)} (hs : IsOpen s) (hf : DifferentiableOn ℂ f s) : | |
| AnalyticOnNhd ℂ f s := by | |
| intro z hz | |
| apply analyticAt_pi_iff.mpr | |
| intro i | |
| have hi : DifferentiableOn ℂ (fun w => f w i) s := | |
| (ContinuousLinearMap.proj i : (Fin m → ℂ) →L[ℂ] ℂ).differentiable.comp_differentiableOn hf | |
| exact analyticOnNhd_of_differentiableOn hs hi z hz | |
| theorem contDiffOn_real_pi_of_differentiableOn {n m : ℕ} {s : Set (Fin n → ℂ)} | |
| {f : (Fin n → ℂ) → (Fin m → ℂ)} (hs : IsOpen s) (hf : DifferentiableOn ℂ f s) : | |
| ContDiffOn ℝ ⊤ f s := by | |
| intro z hz | |
| exact ((analyticOnNhd_pi_of_differentiableOn hs hf z hz).contDiffAt.restrict_scalars ℝ).contDiffWithinAt | |
| end ProjectiveKaehler | |
| noncomputable section | |
| open Matrix | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| namespace ProjectiveKaehler | |
| variable {m n : ℕ} | |
| def mass (x : Fin m → ℂ) : ℂ := star x ⬝ᵥ x | |
| lemma mass_ne_zero {x : Fin m → ℂ} (hx : x ≠ 0) : mass x ≠ 0 := by | |
| simpa only [mass, ne_eq, dotProduct_star_self_eq_zero] using hx | |
| lemma mass_pos {x : Fin m → ℂ} (hx : x ≠ 0) : 0 < mass x := | |
| lt_of_le_of_ne (dotProduct_star_self_nonneg x) (Ne.symm (mass_ne_zero hx)) | |
| @[simp] lemma star_mass (x : Fin m → ℂ) : star (mass x) = mass x := by | |
| exact (Matrix.star_dotProduct x x).symm | |
| def horizontal (x : Fin m → ℂ) : Matrix (Fin m) (Fin m) ℂ := | |
| 1 - (mass x)⁻¹ • vecMulVec x (star x) | |
| lemma horizontal_mulVec (x u : Fin m → ℂ) : | |
| horizontal x *ᵥ u = u - ((mass x)⁻¹ * (star x ⬝ᵥ u)) • x := by | |
| simp [horizontal, sub_mulVec, smul_mulVec, vecMulVec_mulVec, smul_smul] | |
| lemma horizontal_mulVec_eq_zero_iff (x u : Fin m → ℂ) : | |
| horizontal x *ᵥ u = 0 ↔ u = ((mass x)⁻¹ * (star x ⬝ᵥ u)) • x := by | |
| rw [horizontal_mulVec, sub_eq_zero] | |
| lemma horizontal_self {x : Fin m → ℂ} (hx : x ≠ 0) : horizontal x *ᵥ x = 0 := by | |
| rw [horizontal_mulVec] | |
| change x - ((mass x)⁻¹ * mass x) • x = 0 | |
| rw [inv_mul_cancel₀ (mass_ne_zero hx), one_smul, sub_self] | |
| lemma horizontal_eq_conjTranspose (x : Fin m → ℂ) : (horizontal x)ᴴ = horizontal x := by | |
| simp [horizontal, conjTranspose_sub, conjTranspose_smul, conjTranspose_vecMulVec] | |
| lemma horizontal_idempotent {x : Fin m → ℂ} (hx : x ≠ 0) : | |
| horizontal x * horizontal x = horizontal x := by | |
| have hu : ∀ u, horizontal x *ᵥ (horizontal x *ᵥ u) = horizontal x *ᵥ u := by | |
| intro u | |
| have h := congrArg (horizontal x).mulVec (horizontal_mulVec x u) | |
| simpa only [mulVec_sub, mulVec_smul, horizontal_self hx, smul_zero, sub_zero] using h | |
| apply Matrix.ext_of_mulVec_single | |
| intro j | |
| simpa only [mulVec_mulVec] using hu (Pi.single j 1) | |
| def fsMatrix (x : Fin m → ℂ) (D : Matrix (Fin m) (Fin n) ℂ) : | |
| Matrix (Fin n) (Fin n) ℂ := | |
| (mass x)⁻¹ • ((horizontal x * D)ᴴ * (horizontal x * D)) | |
| lemma fsMatrix_posDef {x : Fin m → ℂ} {D : Matrix (Fin m) (Fin n) ℂ} | |
| (hx : x ≠ 0) (hD : Function.Injective (horizontal x * D).mulVec) : | |
| (fsMatrix x D).PosDef := by | |
| exact (Matrix.PosDef.conjTranspose_mul_self _ hD).smul (inv_pos.mpr (mass_pos hx)) | |
| lemma fsMatrix_eq {x : Fin m → ℂ} (hx : x ≠ 0) (D : Matrix (Fin m) (Fin n) ℂ) : | |
| fsMatrix x D = (mass x)⁻¹ • (Dᴴ * horizontal x * D) := by | |
| unfold fsMatrix | |
| congr 1 | |
| rw [conjTranspose_mul, horizontal_eq_conjTranspose, Matrix.mul_assoc, | |
| ← Matrix.mul_assoc (horizontal x) (horizontal x) D, horizontal_idempotent hx, | |
| ← Matrix.mul_assoc] | |
| @[simp] lemma mass_smul (a : ℂ) (x : Fin m → ℂ) : | |
| mass (a • x) = (star a * a) * mass x := by | |
| simp only [mass, star_smul, smul_dotProduct, dotProduct_smul, smul_eq_mul] | |
| ring | |
| lemma horizontal_smul {a : ℂ} (ha : a ≠ 0) {x : Fin m → ℂ} (_hx : x ≠ 0) : | |
| horizontal (a • x) = horizontal x := by | |
| unfold horizontal | |
| rw [mass_smul, star_smul, smul_vecMulVec, vecMulVec_smul, smul_smul, smul_smul] | |
| congr 2 | |
| have hs : star a ≠ 0 := star_ne_zero.mpr ha | |
| field_simp | |
| lemma horizontal_gauge {x : Fin m → ℂ} (hx : x ≠ 0) (a : ℂ) | |
| (D : Matrix (Fin m) (Fin n) ℂ) (r : Fin n → ℂ) : | |
| horizontal x * (a • D + vecMulVec x r) = a • (horizontal x * D) := by | |
| rw [Matrix.mul_add, Matrix.mul_smul, mul_vecMulVec, horizontal_self hx] | |
| simp | |
| lemma fsMatrix_gauge {a : ℂ} (ha : a ≠ 0) {x : Fin m → ℂ} (hx : x ≠ 0) | |
| (D : Matrix (Fin m) (Fin n) ℂ) (r : Fin n → ℂ) : | |
| fsMatrix (a • x) (a • D + vecMulVec x r) = fsMatrix x D := by | |
| simp only [fsMatrix, mass_smul, horizontal_smul ha hx, horizontal_gauge hx, | |
| conjTranspose_smul, Matrix.smul_mul, Matrix.mul_smul, smul_smul] | |
| congr 1 | |
| have hs : star a ≠ 0 := star_ne_zero.mpr ha | |
| field_simp | |
| lemma fsMatrix_comp {k : ℕ} (x : Fin m → ℂ) (D : Matrix (Fin m) (Fin n) ℂ) | |
| (L : Matrix (Fin n) (Fin k) ℂ) : | |
| fsMatrix x (D * L) = Lᴴ * fsMatrix x D * L := by | |
| simp only [fsMatrix, ← Matrix.mul_assoc (horizontal x) D L, conjTranspose_mul, | |
| Matrix.mul_smul, Matrix.smul_mul] | |
| congr 1 | |
| simp only [Matrix.mul_assoc] | |
| lemma fsMatrix_pair {x : Fin m → ℂ} (hx : x ≠ 0) (D : Matrix (Fin m) (Fin n) ℂ) | |
| (u v : Fin n → ℂ) : | |
| star u ⬝ᵥ (fsMatrix x D *ᵥ v) = | |
| (mass x)⁻¹ * (star (D *ᵥ u) ⬝ᵥ (D *ᵥ v)) - (mass x)⁻¹ ^ 2 * | |
| ((star (D *ᵥ u) ⬝ᵥ x) * (star x ⬝ᵥ (D *ᵥ v))) := by | |
| rw [fsMatrix_eq hx D, smul_mulVec, dotProduct_smul, smul_eq_mul] | |
| rw [← mulVec_mulVec, ← mulVec_mulVec, dotProduct_mulVec, ← star_mulVec] | |
| rw [horizontal_mulVec, dotProduct_sub, dotProduct_smul, smul_eq_mul] | |
| ring | |
| def jacobianMatrix (f : (Fin n → ℂ) → (Fin m → ℂ)) (z : Fin n → ℂ) : | |
| Matrix (Fin m) (Fin n) ℂ := LinearMap.toMatrix' (fderiv ℂ f z).toLinearMap | |
| @[simp] lemma jacobianMatrix_mulVec (f : (Fin n → ℂ) → (Fin m → ℂ)) | |
| (z v : Fin n → ℂ) : jacobianMatrix f z *ᵥ v = fderiv ℂ f z v := | |
| LinearMap.toMatrix'_mulVec _ _ | |
| lemma normalized_derivative {f : (Fin n → ℂ) → (Fin m → ℂ)} {z : Fin n → ℂ} | |
| (hf : DifferentiableAt ℂ f z) {a : Fin m} (ha : f z a ≠ 0) | |
| (v : Fin n → ℂ) (b : Fin m) : | |
| fderiv ℂ (fun w j => f w j / f w a) z v b = | |
| (fderiv ℂ f z v b * f z a - f z b * fderiv ℂ f z v a) / (f z a)^2 := by | |
| have hd (i : Fin m) : HasFDerivAt (fun w => f w i) | |
| ((ContinuousLinearMap.proj i).comp (fderiv ℂ f z)) z := | |
| (ContinuousLinearMap.proj i : (Fin m → ℂ) →L[ℂ] ℂ).hasFDerivAt.comp z hf.hasFDerivAt | |
| have hdiv (i : Fin m) := (hd i).mul ((hasDerivAt_inv ha).comp_hasFDerivAt z (hd a)) | |
| simp only [Pi.mul_def, Function.comp_def] at hdiv | |
| simp only [div_eq_mul_inv] | |
| rw [fderiv_pi (fun i => (hdiv i).differentiableAt)] | |
| change fderiv ℂ (fun w => f w b * (f w a)⁻¹) z v = _ | |
| rw [(hdiv b).fderiv] | |
| simp only [_root_.add_apply, _root_.smul_apply, | |
| ContinuousLinearMap.comp_apply, ContinuousLinearMap.proj_apply, | |
| smul_eq_mul] | |
| field_simp | |
| ring | |
| lemma fsMatrix_posDef_of_immersion {f : (Fin n → ℂ) → (Fin m → ℂ)} {z : Fin n → ℂ} | |
| (hf : DifferentiableAt ℂ f z) (hx : f z ≠ 0) | |
| (hImm : ∃ a, f z a ≠ 0 ∧ | |
| Function.Injective (fderiv ℂ (fun w b => f w b / f w a) z)) : | |
| (fsMatrix (f z) (jacobianMatrix f z)).PosDef := by | |
| apply fsMatrix_posDef hx | |
| obtain ⟨a, ha, hImm⟩ := hImm | |
| have hk : ∀ v, (horizontal (f z) * jacobianMatrix f z) *ᵥ v = 0 → v = 0 := by | |
| intro v hv | |
| rw [← mulVec_mulVec, jacobianMatrix_mulVec, horizontal_mulVec_eq_zero_iff] at hv | |
| have hn : fderiv ℂ (fun w b => f w b / f w a) z v = 0 := by | |
| ext b | |
| rw [normalized_derivative hf ha, hv] | |
| simp only [Pi.smul_apply, smul_eq_mul, Pi.zero_apply] | |
| ring | |
| apply hImm | |
| simpa only [map_zero] using hn | |
| intro u v huv | |
| apply sub_eq_zero.mp | |
| apply hk | |
| rw [mulVec_sub, huv, sub_self] | |
| end ProjectiveKaehler | |
| namespace Anticanonical | |
| abbrev Coordinates (d : ℕ) := Fin d → ℂ | |
| def coordinateOverlap {X : Type*} [TopologicalSpace X] {d : ℕ} | |
| (e e' : OpenPartialHomeomorph X (Coordinates d)) : Set (Coordinates d) := | |
| e.target ∩ e.symm ⁻¹' e'.source | |
| structure ComplexAtlas (d : ℕ) (X : Type*) [TopologicalSpace X] where | |
| count : ℕ | |
| chart : Fin count → OpenPartialHomeomorph X (Coordinates d) | |
| covers : ∀ x : X, ∃ i, x ∈ (chart i).source | |
| holomorphic : ∀ i j, DifferentiableOn ℂ ((chart j) ∘ (chart i).symm) | |
| (coordinateOverlap (chart i) (chart j)) | |
| namespace ComplexAtlas | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] (A : ComplexAtlas d X) | |
| def transition (i j : Fin A.count) : Coordinates d → Coordinates d := | |
| A.chart j ∘ (A.chart i).symm | |
| def jacobian (i j : Fin A.count) (x : X) : ℂ := | |
| Matrix.det (LinearMap.toMatrix' | |
| (fderiv ℂ (A.transition i j) (A.chart i x)).toLinearMap) | |
| structure ProjectiveEmbedding where | |
| ambientDimension : ℕ | |
| map : X → Projectivization ℂ (Fin (ambientDimension + 1) → ℂ) | |
| injective : Function.Injective map | |
| lift : Fin A.count → Coordinates d → (Fin (ambientDimension + 1) → ℂ) | |
| holomorphic_lift : ∀ i, DifferentiableOn ℂ (lift i) (A.chart i).target | |
| lift_ne_zero : ∀ i z, z ∈ (A.chart i).target → lift i z ≠ 0 | |
| represents : ∀ i z (hz : z ∈ (A.chart i).target), | |
| map ((A.chart i).symm z) = Projectivization.mk ℂ (lift i z) (lift_ne_zero i z hz) | |
| immersion : ∀ i z, z ∈ (A.chart i).target → | |
| ∃ a : Fin (ambientDimension + 1), lift i z a ≠ 0 ∧ | |
| Function.Injective (fderiv ℂ (fun w b ↦ lift i w b / lift i w a) z) | |
| end ComplexAtlas | |
| end Anticanonical | |
| namespace Anticanonical.ComplexAtlas | |
| open Filter Topology | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] (A : ComplexAtlas d X) | |
| lemma isOpen_coordinateOverlap (i j : Fin A.count) : | |
| IsOpen (coordinateOverlap (A.chart i) (A.chart j)) := | |
| ((A.chart i).symm.trans (A.chart j)).open_source | |
| lemma coordinate_mem_overlap (i j : Fin A.count) {x : X} | |
| (hi : x ∈ (A.chart i).source) (hj : x ∈ (A.chart j).source) : | |
| A.chart i x ∈ coordinateOverlap (A.chart i) (A.chart j) := by | |
| refine ⟨(A.chart i).mapsTo hi, ?_⟩ | |
| change (A.chart i).symm (A.chart i x) ∈ (A.chart j).source | |
| simpa only [(A.chart i).left_inv hi] using hj | |
| lemma transition_at (i j : Fin A.count) {x : X} (hi : x ∈ (A.chart i).source) : | |
| A.transition i j (A.chart i x) = A.chart j x := by | |
| simp only [transition, Function.comp_apply, (A.chart i).left_inv hi] | |
| lemma differentiableAt_transition (i j : Fin A.count) {x : X} | |
| (hi : x ∈ (A.chart i).source) (hj : x ∈ (A.chart j).source) : | |
| DifferentiableAt ℂ (A.transition i j) (A.chart i x) := | |
| (A.holomorphic i j).differentiableAt | |
| ((A.isOpen_coordinateOverlap i j).mem_nhds (A.coordinate_mem_overlap i j hi hj)) | |
| end Anticanonical.ComplexAtlas | |
| namespace Anticanonical.ComplexAtlas | |
| open Matrix | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] (A : ComplexAtlas d X) | |
| def derivativeMatrix (i j : Fin A.count) (x : X) : Matrix (Fin d) (Fin d) ℂ := | |
| LinearMap.toMatrix' (fderiv ℂ (A.transition i j) (A.chart i x)).toLinearMap | |
| def fundamentalForm (g : Matrix (Fin d) (Fin d) ℂ) | |
| (u v : Coordinates d) : ℝ := | |
| (star u ⬝ᵥ (g *ᵥ v)).im | |
| structure KaehlerMetric where | |
| matrix : Fin A.count → Coordinates d → Matrix (Fin d) (Fin d) ℂ | |
| smooth : ∀ i, ContDiffOn ℝ ⊤ (matrix i) (A.chart i).target | |
| positive : ∀ i z, z ∈ (A.chart i).target → (matrix i z).PosDef | |
| compatibility : ∀ i j x, x ∈ (A.chart i).source → x ∈ (A.chart j).source → | |
| matrix i (A.chart i x) = | |
| (A.derivativeMatrix i j x)ᴴ * matrix j (A.chart j x) * A.derivativeMatrix i j x | |
| closed : ∀ i z, z ∈ (A.chart i).target → ∀ u v w : Coordinates d, | |
| fderiv ℝ (fun y ↦ fundamentalForm (matrix i y) v w) z u + | |
| fderiv ℝ (fun y ↦ fundamentalForm (matrix i y) w u) z v + | |
| fderiv ℝ (fun y ↦ fundamentalForm (matrix i y) u v) z w = 0 | |
| end Anticanonical.ComplexAtlas | |
| namespace ProjectiveKaehler | |
| open Set Matrix | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| variable {d m n k : ℕ} {s : Set (Fin d → ℂ)} | |
| lemma smooth_conj {f : (Fin d → ℂ) → ℂ} (hf : ContDiffOn ℝ ⊤ f s) : | |
| ContDiffOn ℝ ⊤ (fun z => star (f z)) s := | |
| Complex.conjCLE.contDiff.comp_contDiffOn hf | |
| lemma smooth_mass {f : (Fin d → ℂ) → (Fin m → ℂ)} (hf : ContDiffOn ℝ ⊤ f s) : | |
| ContDiffOn ℝ ⊤ (fun z => mass (f z)) s := by | |
| change ContDiffOn ℝ ⊤ (fun z => ∑ i, star (f z i) * f z i) s | |
| apply ContDiffOn.sum | |
| intro i _ | |
| exact (smooth_conj (contDiffOn_pi.mp hf i)).mul (contDiffOn_pi.mp hf i) | |
| lemma smooth_horizontal {f : (Fin d → ℂ) → (Fin m → ℂ)} | |
| (hf : ContDiffOn ℝ ⊤ f s) (hne : ∀ z ∈ s, f z ≠ 0) : | |
| ContDiffOn ℝ ⊤ (fun z => horizontal (f z)) s := by | |
| have hi := (smooth_mass hf).inv fun z hz => mass_ne_zero (hne z hz) | |
| apply contDiffOn_pi.mpr | |
| intro i | |
| apply contDiffOn_pi.mpr | |
| intro j | |
| exact contDiffOn_const.sub (hi.mul ((contDiffOn_pi.mp hf i).mul | |
| (smooth_conj (contDiffOn_pi.mp hf j)))) | |
| lemma smooth_matrix_mul {F : (Fin d → ℂ) → Matrix (Fin m) (Fin n) ℂ} | |
| {G : (Fin d → ℂ) → Matrix (Fin n) (Fin k) ℂ} | |
| (hF : ContDiffOn ℝ ⊤ F s) (hG : ContDiffOn ℝ ⊤ G s) : | |
| ContDiffOn ℝ ⊤ (fun z => F z * G z) s := by | |
| apply contDiffOn_pi.mpr | |
| intro i | |
| apply contDiffOn_pi.mpr | |
| intro j | |
| change ContDiffOn ℝ ⊤ (fun z => ∑ l, F z i l * G z l j) s | |
| apply ContDiffOn.sum | |
| intro l _ | |
| exact (contDiffOn_pi.mp (contDiffOn_pi.mp hF i) l).mul | |
| (contDiffOn_pi.mp (contDiffOn_pi.mp hG l) j) | |
| lemma smooth_conjTranspose {F : (Fin d → ℂ) → Matrix (Fin m) (Fin n) ℂ} | |
| (hF : ContDiffOn ℝ ⊤ F s) : ContDiffOn ℝ ⊤ (fun z => (F z)ᴴ) s := by | |
| apply contDiffOn_pi.mpr | |
| intro i | |
| apply contDiffOn_pi.mpr | |
| intro j | |
| exact smooth_conj (contDiffOn_pi.mp (contDiffOn_pi.mp hF j) i) | |
| lemma smooth_fsMatrix {f : (Fin d → ℂ) → (Fin m → ℂ)} | |
| {D : (Fin d → ℂ) → Matrix (Fin m) (Fin n) ℂ} | |
| (hf : ContDiffOn ℝ ⊤ f s) (hD : ContDiffOn ℝ ⊤ D s) (hne : ∀ z ∈ s, f z ≠ 0) : | |
| ContDiffOn ℝ ⊤ (fun z => fsMatrix (f z) (D z)) s := by | |
| have hQ := smooth_matrix_mul (smooth_horizontal hf hne) hD | |
| exact ((smooth_mass hf).inv (fun z hz => mass_ne_zero (hne z hz))).smul | |
| (smooth_matrix_mul (smooth_conjTranspose hQ) hQ) | |
| lemma smooth_jacobianMatrix {f : (Fin d → ℂ) → (Fin m → ℂ)} | |
| (hs : IsOpen s) (hf : DifferentiableOn ℂ f s) : | |
| ContDiffOn ℝ ⊤ (jacobianMatrix f) s := by | |
| have hd : ContDiffOn ℂ ⊤ (fderiv ℂ f) s := | |
| (analyticOnNhd_pi_of_differentiableOn hs hf).fderiv.contDiffOn hs.uniqueDiffOn | |
| apply contDiffOn_pi.mpr | |
| intro i | |
| apply contDiffOn_pi.mpr | |
| intro j | |
| have hc : ContDiffOn ℂ ⊤ (fun z => fderiv ℂ f z (Pi.single j 1)) s := | |
| hd.clm_apply contDiffOn_const | |
| exact (contDiffOn_pi.mp hc i).restrict_scalars ℝ | |
| end ProjectiveKaehler | |
| namespace Anticanonical.ComplexAtlas | |
| open ProjectiveKaehler | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| def ProjectiveEmbedding.backgroundMatrix (P : A.ProjectiveEmbedding) (i : Fin A.count) | |
| (z : Coordinates d) : Matrix (Fin d) (Fin d) ℂ := | |
| fsMatrix (P.lift i z) (jacobianMatrix (P.lift i) z) | |
| lemma ProjectiveEmbedding.backgroundMatrix_smooth (P : A.ProjectiveEmbedding) (i : Fin A.count) : | |
| ContDiffOn ℝ ⊤ (P.backgroundMatrix i) (A.chart i).target := by | |
| exact smooth_fsMatrix | |
| (contDiffOn_real_pi_of_differentiableOn (A.chart i).open_target (P.holomorphic_lift i)) | |
| (smooth_jacobianMatrix (A.chart i).open_target (P.holomorphic_lift i)) | |
| (P.lift_ne_zero i) | |
| lemma ProjectiveEmbedding.backgroundMatrix_positive (P : A.ProjectiveEmbedding) | |
| (i : Fin A.count) {z : Coordinates d} (hz : z ∈ (A.chart i).target) : | |
| (P.backgroundMatrix i z).PosDef := by | |
| exact fsMatrix_posDef_of_immersion | |
| ((P.holomorphic_lift i).differentiableAt ((A.chart i).open_target.mem_nhds hz)) | |
| (P.lift_ne_zero i z hz) (P.immersion i z hz) | |
| end Anticanonical.ComplexAtlas | |
| namespace ProjectiveKaehler | |
| open Filter Topology Matrix | |
| variable {m n k : ℕ} | |
| lemma jacobianMatrix_comp {f : (Fin n → ℂ) → (Fin m → ℂ)} | |
| {g : (Fin k → ℂ) → (Fin n → ℂ)} {z : Fin k → ℂ} | |
| (hf : DifferentiableAt ℂ f (g z)) (hg : DifferentiableAt ℂ g z) : | |
| jacobianMatrix (f ∘ g) z = jacobianMatrix f (g z) * jacobianMatrix g z := by | |
| unfold jacobianMatrix | |
| rw [fderiv_comp z hf hg] | |
| exact LinearMap.toMatrix'_comp _ _ | |
| lemma jacobianMatrix_smul {f : (Fin n → ℂ) → (Fin m → ℂ)} | |
| {c : (Fin n → ℂ) → ℂ} {z : Fin n → ℂ} | |
| (hc : DifferentiableAt ℂ c z) (hf : DifferentiableAt ℂ f z) : | |
| jacobianMatrix (fun w => c w • f w) z = c z • jacobianMatrix f z + | |
| vecMulVec (f z) (fun j => fderiv ℂ c z (Pi.single j 1)) := by | |
| change LinearMap.toMatrix' (fderiv ℂ (c • f) z).toLinearMap = _ | |
| rw [fderiv_smul hc hf] | |
| ext i j | |
| simp [LinearMap.toMatrix'_apply, jacobianMatrix, vecMulVec, mul_comm] | |
| lemma fsMatrix_eq_of_eventually_proportional | |
| {f g : (Fin n → ℂ) → (Fin m → ℂ)} {z : Fin n → ℂ} | |
| (hf : DifferentiableAt ℂ f z) (hg : DifferentiableAt ℂ g z) | |
| (hfn : f z ≠ 0) (hgn : g z ≠ 0) | |
| (hp : ∀ᶠ w in 𝓝 z, ∃ c : ℂ, c • g w = f w) : | |
| fsMatrix (f z) (jacobianMatrix f z) = fsMatrix (g z) (jacobianMatrix g z) := by | |
| classical | |
| obtain ⟨a, ha⟩ : ∃ a, g z a ≠ 0 := by | |
| by_contra h | |
| push Not at h | |
| exact hgn (funext h) | |
| let c : (Fin n → ℂ) → ℂ := fun w => f w a / g w a | |
| have hd : DifferentiableAt ℂ c z := by | |
| simpa only [c, div_eq_mul_inv, Pi.mul_def, Pi.inv_def] using | |
| (differentiableAt_pi.mp hf a).mul ((differentiableAt_pi.mp hg a).inv ha) | |
| have he : f =ᶠ[𝓝 z] (fun w => c w • g w) := by | |
| filter_upwards [hp, (differentiableAt_pi.mp hg a).continuousAt.eventually_ne ha] with w hw hwa | |
| obtain ⟨b, hb⟩ := hw | |
| have hwa' : f w a = b * g w a := by | |
| simpa only [Pi.smul_apply, smul_eq_mul] using (congrFun hb a).symm | |
| have hc : c w = b := by simp [c, hwa', hwa] | |
| rw [hc, hb] | |
| have hc : c z ≠ 0 := by | |
| intro h | |
| apply hfn | |
| simpa only [h, zero_smul] using he.self_of_nhds | |
| have hJ : jacobianMatrix f z = jacobianMatrix (fun w => c w • g w) z := by | |
| unfold jacobianMatrix | |
| rw [he.fderiv_eq] | |
| rw [he.self_of_nhds, hJ, jacobianMatrix_smul hd hg] | |
| exact fsMatrix_gauge hc hgn _ _ | |
| end ProjectiveKaehler | |
| namespace Anticanonical.ComplexAtlas | |
| open ProjectiveKaehler Filter Topology Matrix | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| lemma ProjectiveEmbedding.backgroundMatrix_compatibility (P : A.ProjectiveEmbedding) | |
| (i j : Fin A.count) (x : X) (hi : x ∈ (A.chart i).source) | |
| (hj : x ∈ (A.chart j).source) : | |
| P.backgroundMatrix i (A.chart i x) = | |
| (A.derivativeMatrix i j x)ᴴ * P.backgroundMatrix j (A.chart j x) * | |
| A.derivativeMatrix i j x := by | |
| let z := A.chart i x | |
| have hzi : z ∈ (A.chart i).target := (A.chart i).mapsTo hi | |
| have hzj : A.transition i j z ∈ (A.chart j).target := by | |
| rw [A.transition_at i j hi] | |
| exact (A.chart j).mapsTo hj | |
| have hdi := (P.holomorphic_lift i).differentiableAt ((A.chart i).open_target.mem_nhds hzi) | |
| have hdj := (P.holomorphic_lift j).differentiableAt ((A.chart j).open_target.mem_nhds hzj) | |
| have hdt := A.differentiableAt_transition i j hi hj | |
| have he := fsMatrix_eq_of_eventually_proportional hdi (hdj.comp z hdt) | |
| (P.lift_ne_zero i z hzi) (P.lift_ne_zero j _ hzj) ?_ | |
| · change fsMatrix (P.lift i z) (jacobianMatrix (P.lift i) z) = _ | |
| rw [he, jacobianMatrix_comp hdj hdt, fsMatrix_comp] | |
| simp only [Function.comp_apply, A.transition_at i j hi, derivativeMatrix, | |
| jacobianMatrix, backgroundMatrix, z] | |
| · filter_upwards [(A.isOpen_coordinateOverlap i j).mem_nhds | |
| (A.coordinate_mem_overlap i j hi hj)] with w hw | |
| have hwj : A.transition i j w ∈ (A.chart j).target := (A.chart j).mapsTo hw.2 | |
| have heq : (A.chart j).symm (A.transition i j w) = (A.chart i).symm w := | |
| (A.chart j).left_inv hw.2 | |
| have hproj : Projectivization.mk ℂ (P.lift i w) (P.lift_ne_zero i w hw.1) = | |
| Projectivization.mk ℂ (P.lift j (A.transition i j w)) (P.lift_ne_zero j _ hwj) := by | |
| rw [← P.represents i w hw.1, ← P.represents j _ hwj, heq] | |
| obtain ⟨c, hc⟩ := (Projectivization.mk_eq_mk_iff ℂ _ _ _ _).mp hproj | |
| exact ⟨(c : ℂ), hc⟩ | |
| end Anticanonical.ComplexAtlas | |
| noncomputable section | |
| namespace ProjectiveKaehler.Closedness | |
| open Matrix Filter Topology | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| variable {m : ℕ} | |
| def pair (x y : Fin m → ℂ) : ℂ := star x ⬝ᵥ y | |
| @[simp] lemma star_pair (x y : Fin m → ℂ) : star (pair x y) = pair y x := by | |
| simp [pair, dotProduct, star_sum, star_mul, mul_comm] | |
| lemma pair_self_ne_zero {x : Fin m → ℂ} (hx : x ≠ 0) : pair x x ≠ 0 := by | |
| simpa only [pair, ne_eq, dotProduct_star_self_eq_zero] using hx | |
| lemma smooth_pair {f g : E → (Fin m → ℂ)} {z : E} | |
| (hf : ContDiffAt ℝ ⊤ f z) (hg : ContDiffAt ℝ ⊤ g z) : | |
| ContDiffAt ℝ ⊤ (fun y => pair (f y) (g y)) z := by | |
| unfold pair dotProduct | |
| apply ContDiffAt.sum | |
| intro i _ | |
| exact (Complex.conjCLE.contDiff.contDiffAt.comp z (contDiffAt_pi.mp hf i)).mul | |
| (contDiffAt_pi.mp hg i) | |
| lemma fderiv_pair_apply {f g : E → (Fin m → ℂ)} {z : E} | |
| (hf : DifferentiableAt ℝ f z) (hg : DifferentiableAt ℝ g z) (u : E) : | |
| fderiv ℝ (fun y => pair (f y) (g y)) z u = | |
| pair (fderiv ℝ f z u) (g z) + pair (f z) (fderiv ℝ g z u) := by | |
| have h (i : Fin m) := (differentiableAt_pi.mp hf i).hasFDerivAt.star.mul | |
| (differentiableAt_pi.mp hg i).hasFDerivAt | |
| have hs := HasFDerivAt.fun_sum (u := Finset.univ) (fun i _ => h i) | |
| simp only [Pi.mul_def] at hs | |
| change fderiv ℝ (fun y => ∑ i, star (f y i) * g y i) z u = _ | |
| rw [hs.fderiv] | |
| simp only [_root_.sum_apply, Finset.sum_add_distrib, _root_.add_apply, | |
| _root_.smul_apply, ContinuousLinearMap.comp_apply, smul_eq_mul] | |
| simp only [fderiv_apply hf, fderiv_apply hg] | |
| simp only [ContinuousLinearMap.comp_apply, ContinuousLinearMap.proj_apply] | |
| change (∑ i, star (f z i) * fderiv ℝ g z u i) + | |
| (∑ i, g z i * star (fderiv ℝ f z u i)) = _ | |
| simp only [pair, dotProduct, Pi.star_apply] | |
| rw [add_comm] | |
| congr 1 | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| exact mul_comm _ _ | |
| lemma fderiv_eval_derivative {F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {f : E → F} {z : E} (hf : ContDiffAt ℝ ⊤ f z) (u v : E) : | |
| fderiv ℝ (fun y => fderiv ℝ f y v) z u = fderiv ℝ (fderiv ℝ f) z u v := by | |
| rw [fderiv_clm_apply ((hf.fderiv_right (m := ⊤) (by simp)).differentiableAt (by simp)) | |
| (differentiableAt_const v)] | |
| simp | |
| lemma second_derivative_symmetric {F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {f : E → F} {z : E} (hf : ContDiffAt ℝ ⊤ f z) (u v : E) : | |
| fderiv ℝ (fun y => fderiv ℝ f y v) z u = | |
| fderiv ℝ (fun y => fderiv ℝ f y u) z v := by | |
| rw [fderiv_eval_derivative hf, fderiv_eval_derivative hf] | |
| exact hf.isSymmSndFDerivAt (by simp) u v | |
| def beta (f : E → (Fin m → ℂ)) (w y : E) : ℝ := | |
| ((pair (f y) (f y))⁻¹ * pair (f y) (fderiv ℝ f y w)).im | |
| lemma smooth_beta {f : E → (Fin m → ℂ)} {z : E} (hf : ContDiffAt ℝ ⊤ f z) | |
| (hne : f z ≠ 0) (w : E) : ContDiffAt ℝ ⊤ (beta f w) z := by | |
| have hd := (hf.fderiv_right (m := ⊤) (by simp)).clm_apply (contDiffAt_const (c := w)) | |
| exact Complex.imCLM.contDiff.contDiffAt.comp z | |
| (((smooth_pair hf hf).inv (pair_self_ne_zero hne)).mul (smooth_pair hf hd)) | |
| lemma fderiv_inv_complex_apply {q : E → ℂ} {z : E} | |
| (hq : DifferentiableAt ℝ q z) (hn : q z ≠ 0) (u : E) : | |
| fderiv ℝ (fun y => (q y)⁻¹) z u = -(q z)⁻¹ ^ 2 * fderiv ℝ q z u := by | |
| have h := ((hasDerivAt_inv hn).hasFDerivAt.restrictScalars ℝ).comp z hq.hasFDerivAt | |
| simp only [Function.comp_def] at h | |
| rw [h.fderiv] | |
| simp [ContinuousLinearMap.comp_apply, inv_pow, mul_comm] | |
| lemma fderiv_im_apply {q : E → ℂ} {z : E} | |
| (hq : DifferentiableAt ℝ q z) (u : E) : | |
| fderiv ℝ (fun y => (q y).im) z u = (fderiv ℝ q z u).im := by | |
| have h := Complex.imCLM.hasFDerivAt.comp z hq.hasFDerivAt | |
| exact congrArg (fun l : E →L[ℝ] ℝ => l u) h.fderiv | |
| lemma fderiv_beta {f : E → (Fin m → ℂ)} {z : E} (hf : ContDiffAt ℝ ⊤ f z) | |
| (hne : f z ≠ 0) (u w : E) : | |
| fderiv ℝ (beta f w) z u = | |
| (-(pair (f z) (f z))⁻¹ ^ 2 * | |
| (pair (fderiv ℝ f z u) (f z) + pair (f z) (fderiv ℝ f z u)) * | |
| pair (f z) (fderiv ℝ f z w) + | |
| (pair (f z) (f z))⁻¹ * | |
| (pair (fderiv ℝ f z u) (fderiv ℝ f z w) + | |
| pair (f z) (fderiv ℝ (fderiv ℝ f) z u w))).im := by | |
| have hD : ContDiffAt ℝ ⊤ (fun y => fderiv ℝ f y w) z := | |
| (hf.fderiv_right (by simp)).clm_apply contDiffAt_const | |
| have hQ := (smooth_pair hf hf).differentiableAt (by simp) | |
| have hR := (smooth_pair hf hD).differentiableAt (by simp) | |
| have hI := hQ.inv (pair_self_ne_zero hne) | |
| unfold beta | |
| have hP : DifferentiableAt ℝ (fun y => (pair (f y) (f y))⁻¹ * | |
| pair (f y) (fderiv ℝ f y w)) z := by | |
| simpa only [Pi.mul_def, Pi.inv_def] using hI.mul hR | |
| rw [fderiv_im_apply hP] | |
| have hM := fderiv_mul hI hR | |
| simp only [Pi.mul_def, Pi.inv_def] at hM | |
| rw [hM] | |
| simp only [_root_.add_apply, _root_.smul_apply, smul_eq_mul] | |
| rw [fderiv_inv_complex_apply hQ (pair_self_ne_zero hne)] | |
| rw [fderiv_pair_apply (hf.differentiableAt (by simp)) (hf.differentiableAt (by simp)), | |
| fderiv_pair_apply (hf.differentiableAt (by simp)) (hD.differentiableAt (by simp)), | |
| fderiv_eval_derivative hf] | |
| congr 1 | |
| ring | |
| lemma anti_beta_algebra (r a b c t : ℂ) (hr : star r = r) : | |
| (-r ^ 2 * (star a + a) * b + r * (c + t)).im - | |
| (-r ^ 2 * (star b + b) * a + r * (star c + t)).im = | |
| 2 * (r * c - r ^ 2 * (star a * b)).im := by | |
| rw [← Complex.sub_im] | |
| have h : (-r ^ 2 * (star a + a) * b + r * (c + t)) - | |
| (-r ^ 2 * (star b + b) * a + r * (star c + t)) = | |
| (r * c - r ^ 2 * (star a * b)) - star (r * c - r ^ 2 * (star a * b)) := by | |
| simp only [star_sub, star_mul, star_pow, star_star, hr] | |
| ring | |
| rw [h] | |
| simp only [Complex.sub_im, Complex.star_def, Complex.conj_im] | |
| ring | |
| def omega (f : E → (Fin m → ℂ)) (v w y : E) : ℝ := | |
| ((pair (f y) (f y))⁻¹ * pair (fderiv ℝ f y v) (fderiv ℝ f y w) - | |
| (pair (f y) (f y))⁻¹ ^ 2 * | |
| (pair (fderiv ℝ f y v) (f y) * pair (f y) (fderiv ℝ f y w))).im | |
| lemma beta_antisym {f : E → (Fin m → ℂ)} {z : E} (hf : ContDiffAt ℝ ⊤ f z) | |
| (hne : f z ≠ 0) (v w : E) : | |
| fderiv ℝ (beta f w) z v - fderiv ℝ (beta f v) z w = 2 * omega f v w z := by | |
| rw [fderiv_beta hf hne, fderiv_beta hf hne, | |
| (hf.isSymmSndFDerivAt (by simp) w v)] | |
| unfold omega | |
| rw [← star_pair (f z) (fderiv ℝ f z v), | |
| ← star_pair (f z) (fderiv ℝ f z w), | |
| ← star_pair (fderiv ℝ f z v) (fderiv ℝ f z w)] | |
| apply anti_beta_algebra | |
| simp | |
| lemma cyclic_antisym_derivative {b : E → E → ℝ} {z : E} | |
| (hb : ∀ v, ContDiffAt ℝ ⊤ (b v) z) (u v w : E) : | |
| fderiv ℝ (fun y => fderiv ℝ (b w) y v - fderiv ℝ (b v) y w) z u + | |
| fderiv ℝ (fun y => fderiv ℝ (b u) y w - fderiv ℝ (b w) y u) z v + | |
| fderiv ℝ (fun y => fderiv ℝ (b v) y u - fderiv ℝ (b u) y v) z w = 0 := by | |
| have hd (a c : E) : DifferentiableAt ℝ (fun y => fderiv ℝ (b a) y c) z := | |
| (((hb a).fderiv_right (m := ⊤) (by simp)).clm_apply contDiffAt_const).differentiableAt | |
| (by simp) | |
| simp only [fderiv_fun_sub (hd _ _) (hd _ _), _root_.sub_apply] | |
| rw [second_derivative_symmetric (hb w) u v, second_derivative_symmetric (hb v) u w, | |
| second_derivative_symmetric (hb u) v w] | |
| ring | |
| lemma smooth_omega {f : E → (Fin m → ℂ)} {z : E} (hf : ContDiffAt ℝ ⊤ f z) | |
| (hne : f z ≠ 0) (v w : E) : ContDiffAt ℝ ⊤ (omega f v w) z := by | |
| have hD (a : E) : ContDiffAt ℝ ⊤ (fun y => fderiv ℝ f y a) z := | |
| (hf.fderiv_right (by simp)).clm_apply contDiffAt_const | |
| have hI := (smooth_pair hf hf).inv (pair_self_ne_zero hne) | |
| exact Complex.imCLM.contDiff.contDiffAt.comp z | |
| ((hI.mul (smooth_pair (hD v) (hD w))).sub | |
| ((hI.pow 2).mul ((smooth_pair (hD v) hf).mul (smooth_pair hf (hD w))))) | |
| lemma omega_closed {f : E → (Fin m → ℂ)} {U : Set E} (hU : IsOpen U) | |
| (hf : ContDiffOn ℝ ⊤ f U) (hne : ∀ y ∈ U, f y ≠ 0) | |
| {z : E} (hz : z ∈ U) (u v w : E) : | |
| fderiv ℝ (omega f v w) z u + fderiv ℝ (omega f w u) z v + | |
| fderiv ℝ (omega f u v) z w = 0 := by | |
| have hfc := hf.contDiffAt (hU.mem_nhds hz) | |
| have hbc (a : E) := smooth_beta hfc (hne z hz) a | |
| have he (a b c : E) : | |
| fderiv ℝ (fun y => fderiv ℝ (beta f b) y a - fderiv ℝ (beta f a) y b) z c = | |
| 2 * fderiv ℝ (omega f a b) z c := by | |
| have heq : (fun y => fderiv ℝ (beta f b) y a - fderiv ℝ (beta f a) y b) | |
| =ᶠ[𝓝 z] (fun y => 2 * omega f a b y) := by | |
| filter_upwards [hU.mem_nhds hz] with y hy | |
| exact beta_antisym (hf.contDiffAt (hU.mem_nhds hy)) (hne y hy) a b | |
| rw [heq.fderiv_eq, fderiv_const_mul | |
| ((smooth_omega hfc (hne z hz) a b).differentiableAt (by simp))] | |
| rfl | |
| have hc := cyclic_antisym_derivative hbc u v w | |
| rw [he, he, he] at hc | |
| linarith | |
| end ProjectiveKaehler.Closedness | |
| namespace ProjectiveKaehler | |
| open Anticanonical.ComplexAtlas Matrix | |
| variable {m n : ℕ} | |
| lemma fundamentalForm_fs_eq_omega {f : (Fin n → ℂ) → (Fin m → ℂ)} | |
| {z : Fin n → ℂ} (hf : DifferentiableAt ℂ f z) (hne : f z ≠ 0) (v w : Fin n → ℂ) : | |
| fundamentalForm (fsMatrix (f z) (jacobianMatrix f z)) v w = | |
| Closedness.omega f v w z := by | |
| have hd (a : Fin n → ℂ) : fderiv ℝ f z a = fderiv ℂ f z a := by | |
| rw [(hf.hasFDerivAt.restrictScalars ℝ).fderiv] | |
| rfl | |
| unfold fundamentalForm | |
| rw [fsMatrix_pair hne] | |
| simp only [jacobianMatrix_mulVec, Closedness.omega, Closedness.pair, mass, hd] | |
| end ProjectiveKaehler | |
| namespace Anticanonical.ComplexAtlas | |
| open ProjectiveKaehler Filter Topology Matrix | |
| open scoped ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| lemma ProjectiveEmbedding.backgroundMatrix_closed (P : A.ProjectiveEmbedding) | |
| (i : Fin A.count) {z : Coordinates d} (hz : z ∈ (A.chart i).target) | |
| (u v w : Coordinates d) : | |
| fderiv ℝ (fun y => fundamentalForm (P.backgroundMatrix i y) v w) z u + | |
| fderiv ℝ (fun y => fundamentalForm (P.backgroundMatrix i y) w u) z v + | |
| fderiv ℝ (fun y => fundamentalForm (P.backgroundMatrix i y) u v) z w = 0 := by | |
| have hs := contDiffOn_real_pi_of_differentiableOn (A.chart i).open_target | |
| (P.holomorphic_lift i) | |
| have he (a b : Coordinates d) : | |
| (fun y => fundamentalForm (P.backgroundMatrix i y) a b) | |
| =ᶠ[𝓝 z] Closedness.omega (P.lift i) a b := by | |
| filter_upwards [(A.chart i).open_target.mem_nhds hz] with y hy | |
| exact fundamentalForm_fs_eq_omega | |
| ((P.holomorphic_lift i).differentiableAt ((A.chart i).open_target.mem_nhds hy)) | |
| (P.lift_ne_zero i y hy) a b | |
| rw [(he v w).fderiv_eq, (he w u).fderiv_eq, (he u v).fderiv_eq] | |
| exact Closedness.omega_closed (A.chart i).open_target hs (P.lift_ne_zero i) hz u v w | |
| def ProjectiveEmbedding.backgroundKaehlerMetric (P : A.ProjectiveEmbedding) : A.KaehlerMetric where | |
| matrix := P.backgroundMatrix | |
| smooth := P.backgroundMatrix_smooth | |
| positive := fun i _ hz => P.backgroundMatrix_positive i hz | |
| compatibility := P.backgroundMatrix_compatibility | |
| closed := fun i _ hz => P.backgroundMatrix_closed i hz | |
| theorem ProjectiveEmbedding.nonemptyKaehlerMetric (P : A.ProjectiveEmbedding) : | |
| Nonempty A.KaehlerMetric := ⟨P.backgroundKaehlerMetric⟩ | |
| end Anticanonical.ComplexAtlas | |
| namespace Anticanonical.SourceSmooth | |
| open scoped ContDiff ComplexOrder Matrix.Norms.Elementwise | |
| open Matrix | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] | |
| def levi (φ : Coordinates d → ℝ) (z v : Coordinates d) : ℝ := | |
| (fderiv ℝ (fderiv ℝ φ) z v) v + | |
| (fderiv ℝ (fderiv ℝ φ) z (Complex.I • v)) (Complex.I • v) | |
| structure SemipositiveAnticanonicalMetric (A : ComplexAtlas d X) where | |
| weight : Fin A.count → Coordinates d → ℝ | |
| smooth : ∀ i, ContDiffOn ℝ ∞ (weight i) (A.chart i).target | |
| compatibility : ∀ i j x, x ∈ (A.chart i).source → x ∈ (A.chart j).source → | |
| weight j (A.chart j x) = | |
| weight i (A.chart i x) + Real.log (‖A.jacobian i j x‖ ^ 2) | |
| semipositive : ∀ i z, z ∈ (A.chart i).target → | |
| ∀ v : Coordinates d, 0 ≤ levi (weight i) z v | |
| structure KaehlerMetric (A : ComplexAtlas d X) where | |
| matrix : Fin A.count → Coordinates d → Matrix (Fin d) (Fin d) ℂ | |
| smooth : ∀ i, ContDiffOn ℝ ∞ (matrix i) (A.chart i).target | |
| positive : ∀ i z, z ∈ (A.chart i).target → (matrix i z).PosDef | |
| compatibility : ∀ i j x, x ∈ (A.chart i).source → x ∈ (A.chart j).source → | |
| matrix i (A.chart i x) = | |
| (A.derivativeMatrix i j x)ᴴ * matrix j (A.chart j x) * A.derivativeMatrix i j x | |
| closed : ∀ i z, z ∈ (A.chart i).target → ∀ u v w : Coordinates d, | |
| fderiv ℝ (fun y ↦ ComplexAtlas.fundamentalForm (matrix i y) v w) z u + | |
| fderiv ℝ (fun y ↦ ComplexAtlas.fundamentalForm (matrix i y) w u) z v + | |
| fderiv ℝ (fun y ↦ ComplexAtlas.fundamentalForm (matrix i y) u v) z w = 0 | |
| namespace KaehlerMetric | |
| variable {A : ComplexAtlas d X} | |
| def volumeCoefficient (g : KaehlerMetric A) (i : Fin A.count) (z : Coordinates d) : ℝ := | |
| (g.matrix i z).det.re | |
| def ricciPotential (g : KaehlerMetric A) (i : Fin A.count) (z : Coordinates d) : ℝ := | |
| -Real.log (g.volumeCoefficient i z) | |
| def ricciQuadratic (g : KaehlerMetric A) (i : Fin A.count) (z v : Coordinates d) : ℝ := | |
| levi (g.ricciPotential i) z v | |
| end KaehlerMetric | |
| def PrescribedRicci : Prop := | |
| ∀ (d : ℕ) (X : Type) [TopologicalSpace X] [T2Space X] | |
| [CompactSpace X] [ConnectedSpace X] (A : ComplexAtlas d X), | |
| Nonempty A.ProjectiveEmbedding → | |
| ∀ h : SemipositiveAnticanonicalMetric A, | |
| ∃ g : KaehlerMetric A, ∀ i z, z ∈ (A.chart i).target → | |
| ∀ v : Coordinates d, g.ricciQuadratic i z v = levi (h.weight i) z v | |
| end Anticanonical.SourceSmooth | |
| namespace Anticanonical.SourceSmooth | |
| open scoped ContDiff | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| def projectiveBackground (P : A.ProjectiveEmbedding) : KaehlerMetric A where | |
| matrix := P.backgroundMatrix | |
| smooth := fun i => (P.backgroundMatrix_smooth i).of_le (by simp) | |
| positive := fun i _ hz => P.backgroundMatrix_positive i hz | |
| compatibility := P.backgroundMatrix_compatibility | |
| closed := fun i _ hz => P.backgroundMatrix_closed i hz | |
| end Anticanonical.SourceSmooth | |
| noncomputable section | |
| namespace PotentialKaehler | |
| open Matrix | |
| open scoped Matrix.Norms.Elementwise ComplexOrder ContDiff | |
| variable {n : ℕ} | |
| abbrev V (n : ℕ) := Fin n → ℂ | |
| abbrev RealBilinear (n : ℕ) := V n →L[ℝ] V n →L[ℝ] ℝ | |
| def hermitianPart (B : RealBilinear n) (u v : V n) : ℂ := | |
| ⟨(B u v + B (Complex.I • u) (Complex.I • v)) / 4, | |
| (B (Complex.I • u) v - B u (Complex.I • v)) / 4⟩ | |
| lemma complex_smul_decompose (a : ℂ) (v : V n) : | |
| a • v = a.re • v + a.im • (Complex.I • v) := by | |
| ext i | |
| change a * v i = a.re • v i + a.im • (Complex.I * v i) | |
| rw [Complex.real_smul, Complex.real_smul, ← mul_assoc, ← add_mul, Complex.re_add_im] | |
| lemma hermitianPart_add_left (B : RealBilinear n) (u u' v : V n) : | |
| hermitianPart B (u + u') v = hermitianPart B u v + hermitianPart B u' v := by | |
| apply Complex.ext <;> simp [hermitianPart, smul_add, map_add] <;> ring | |
| lemma hermitianPart_add_right (B : RealBilinear n) (u v v' : V n) : | |
| hermitianPart B u (v + v') = hermitianPart B u v + hermitianPart B u v' := by | |
| apply Complex.ext <;> simp [hermitianPart, smul_add, map_add] <;> ring | |
| lemma hermitianPart_real_smul_left (B : RealBilinear n) (a : ℝ) (u v : V n) : | |
| hermitianPart B (a • u) v = a • hermitianPart B u v := by | |
| apply Complex.ext <;> simp [hermitianPart, smul_comm Complex.I a, map_smul, smul_eq_mul] <;> ring | |
| lemma hermitianPart_real_smul_right (B : RealBilinear n) (a : ℝ) (u v : V n) : | |
| hermitianPart B u (a • v) = a • hermitianPart B u v := by | |
| apply Complex.ext <;> simp [hermitianPart, smul_comm Complex.I a, map_smul, smul_eq_mul] <;> ring | |
| lemma hermitianPart_I_left (B : RealBilinear n) (u v : V n) : | |
| hermitianPart B (Complex.I • u) v = -Complex.I * hermitianPart B u v := by | |
| apply Complex.ext <;> simp [hermitianPart, smul_smul, Complex.I_mul_I, map_neg] <;> ring | |
| lemma hermitianPart_I_right (B : RealBilinear n) (u v : V n) : | |
| hermitianPart B u (Complex.I • v) = Complex.I * hermitianPart B u v := by | |
| apply Complex.ext <;> simp [hermitianPart, smul_smul, Complex.I_mul_I, map_neg] <;> ring | |
| lemma hermitianPart_smul_left (B : RealBilinear n) (a : ℂ) (u v : V n) : | |
| hermitianPart B (a • u) v = star a * hermitianPart B u v := by | |
| rw [complex_smul_decompose, hermitianPart_add_left, | |
| hermitianPart_real_smul_left, hermitianPart_real_smul_left, hermitianPart_I_left] | |
| apply Complex.ext <;> simp [Complex.mul_re, Complex.mul_im] | |
| lemma hermitianPart_smul_right (B : RealBilinear n) (a : ℂ) (u v : V n) : | |
| hermitianPart B u (a • v) = a * hermitianPart B u v := by | |
| rw [complex_smul_decompose, hermitianPart_add_right, | |
| hermitianPart_real_smul_right, hermitianPart_real_smul_right, hermitianPart_I_right] | |
| apply Complex.ext <;> simp [Complex.mul_re, Complex.mul_im] | |
| ring | |
| def hermitianPartForm (B : RealBilinear n) : V n →ₗ⋆[ℂ] V n →ₗ[ℂ] ℂ where | |
| toFun u := | |
| { toFun := hermitianPart B u | |
| map_add' := hermitianPart_add_right B u | |
| map_smul' := fun a v => hermitianPart_smul_right B a u v } | |
| map_add' u u' := by | |
| apply LinearMap.ext | |
| intro v | |
| exact hermitianPart_add_left B u u' v | |
| map_smul' a u := by | |
| apply LinearMap.ext | |
| intro v | |
| exact hermitianPart_smul_left B a u v | |
| lemma hermitianPart_star (B : RealBilinear n) (hB : ∀ u v, B u v = B v u) (u v : V n) : | |
| star (hermitianPart B u v) = hermitianPart B v u := by | |
| apply Complex.ext <;> simp [hermitianPart, hB u v, hB (Complex.I • u) (Complex.I • v), | |
| hB (Complex.I • u) v, hB u (Complex.I • v)] | |
| ring | |
| def hermitianPartMatrix (B : RealBilinear n) : Matrix (Fin n) (Fin n) ℂ := | |
| LinearMap.toMatrix₂ (Pi.basisFun ℂ (Fin n)) (Pi.basisFun ℂ (Fin n)) (hermitianPartForm B) | |
| lemma hermitianPartMatrix_apply (B : RealBilinear n) (i j : Fin n) : | |
| hermitianPartMatrix B i j = hermitianPart B (Pi.single i 1) (Pi.single j 1) := by | |
| simp [hermitianPartMatrix, LinearMap.toMatrix₂_apply, hermitianPartForm] | |
| lemma hermitianPartMatrix_pair (B : RealBilinear n) (u v : V n) : | |
| star u ⬝ᵥ (hermitianPartMatrix B *ᵥ v) = hermitianPart B u v := by | |
| simpa [hermitianPartMatrix, hermitianPartForm] using | |
| (star_dotProduct_toMatrix₂_mulVec (B := hermitianPartForm B) (Pi.basisFun ℂ (Fin n)) u v) | |
| lemma hermitianPartMatrix_hermitian (B : RealBilinear n) (hB : ∀ u v, B u v = B v u) : | |
| (hermitianPartMatrix B).IsHermitian := by | |
| apply (LinearMap.isSymm_iff_isHermitian_toMatrix (Pi.basisFun ℂ (Fin n))).mp | |
| exact ⟨hermitianPart_star B hB⟩ | |
| def potentialMatrix (φ : V n → ℝ) (z : V n) : Matrix (Fin n) (Fin n) ℂ := | |
| hermitianPartMatrix (fderiv ℝ (fderiv ℝ φ) z) | |
| lemma potentialMatrix_hermitian {φ : V n → ℝ} {z : V n} | |
| (hφ : ContDiffAt ℝ ∞ φ z) : (potentialMatrix φ z).IsHermitian := by | |
| apply hermitianPartMatrix_hermitian | |
| exact hφ.isSymmSndFDerivAt (by simp only [minSmoothness_of_isRCLikeNormedField]; change ((2 : ℕ∞) : WithTop ℕ∞) ≤ ((⊤ : ℕ∞) : WithTop ℕ∞); exact WithTop.coe_le_coe.mpr le_top) | |
| lemma smooth_hermitianPart {B : V n → RealBilinear n} {z : V n} | |
| (hB : ContDiffAt ℝ ∞ B z) (u v : V n) : | |
| ContDiffAt ℝ ∞ (fun y => hermitianPart (B y) u v) z := by | |
| have hs (a b : V n) : ContDiffAt ℝ ∞ (fun y => B y a b) z := | |
| (hB.clm_apply contDiffAt_const).clm_apply contDiffAt_const | |
| have hr := ((hs u v).add (hs (Complex.I • u) (Complex.I • v))).div_const 4 | |
| have hi := ((hs (Complex.I • u) v).sub (hs u (Complex.I • v))).div_const 4 | |
| simpa only [hermitianPart, Complex.mk_eq_add_mul_I, Function.comp_def, Complex.ofRealCLM_apply] using | |
| (Complex.ofRealCLM.contDiff.contDiffAt.comp z hr).add | |
| ((Complex.ofRealCLM.contDiff.contDiffAt.comp z hi).mul (contDiffAt_const (c := Complex.I))) | |
| lemma potentialMatrix_smooth {φ : V n → ℝ} {z : V n} | |
| (hφ : ContDiffAt ℝ ∞ φ z) : ContDiffAt ℝ ∞ (potentialMatrix φ) z := by | |
| apply contDiffAt_pi.mpr | |
| intro i | |
| apply contDiffAt_pi.mpr | |
| intro j | |
| simpa only [potentialMatrix, hermitianPartMatrix_apply] using | |
| smooth_hermitianPart ((hφ.fderiv_right (m := ∞) (by simp)).fderiv_right (m := ∞) (by simp)) | |
| (Pi.single i 1) (Pi.single j 1) | |
| section Derivatives | |
| variable {E F : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| lemma fderiv_eval_derivative {f : E → F} {z : E} (hf : ContDiffAt ℝ ∞ f z) (u v : E) : | |
| fderiv ℝ (fun y => fderiv ℝ f y v) z u = fderiv ℝ (fderiv ℝ f) z u v := by | |
| rw [fderiv_clm_apply ((hf.fderiv_right (m := ∞) (by simp)).differentiableAt (by simp)) | |
| (differentiableAt_const v)] | |
| simp | |
| lemma second_derivative_symmetric {f : E → F} {z : E} | |
| (hf : ContDiffAt ℝ ∞ f z) (u v : E) : | |
| fderiv ℝ (fun y => fderiv ℝ f y v) z u = | |
| fderiv ℝ (fun y => fderiv ℝ f y u) z v := by | |
| rw [fderiv_eval_derivative hf, fderiv_eval_derivative hf] | |
| exact hf.isSymmSndFDerivAt (by simp only [minSmoothness_of_isRCLikeNormedField]; change ((2 : ℕ∞) : WithTop ℕ∞) ≤ ((⊤ : ℕ∞) : WithTop ℕ∞); exact WithTop.coe_le_coe.mpr le_top) u v | |
| lemma cyclic_antisym_derivative {b : E → E → ℝ} {z : E} | |
| (hb : ∀ v, ContDiffAt ℝ ∞ (b v) z) (u v w : E) : | |
| fderiv ℝ (fun y => fderiv ℝ (b w) y v - fderiv ℝ (b v) y w) z u + | |
| fderiv ℝ (fun y => fderiv ℝ (b u) y w - fderiv ℝ (b w) y u) z v + | |
| fderiv ℝ (fun y => fderiv ℝ (b v) y u - fderiv ℝ (b u) y v) z w = 0 := by | |
| have hd (a c : E) : DifferentiableAt ℝ (fun y => fderiv ℝ (b a) y c) z := | |
| (((hb a).fderiv_right (m := ∞) (by simp)).clm_apply contDiffAt_const).differentiableAt | |
| (by simp) | |
| simp only [fderiv_fun_sub (hd _ _) (hd _ _), _root_.sub_apply] | |
| rw [second_derivative_symmetric (hb w) u v, second_derivative_symmetric (hb v) u w, | |
| second_derivative_symmetric (hb u) v w] | |
| ring | |
| end Derivatives | |
| def potentialPrimitive (φ : V n → ℝ) (v z : V n) : ℝ := | |
| -(fderiv ℝ φ z (Complex.I • v)) / 4 | |
| def potentialForm (φ : V n → ℝ) (u v z : V n) : ℝ := | |
| (star u ⬝ᵥ (potentialMatrix φ z *ᵥ v)).im | |
| lemma potentialPrimitive_smooth {φ : V n → ℝ} {z : V n} | |
| (hφ : ContDiffAt ℝ ∞ φ z) (v : V n) : | |
| ContDiffAt ℝ ∞ (potentialPrimitive φ v) z := | |
| (((hφ.fderiv_right (by simp)).clm_apply contDiffAt_const).neg).div_const 4 | |
| lemma potentialPrimitive_derivative {φ : V n → ℝ} {z : V n} | |
| (hφ : ContDiffAt ℝ ∞ φ z) (u v : V n) : | |
| fderiv ℝ (potentialPrimitive φ v) z u = | |
| -(fderiv ℝ (fderiv ℝ φ) z u (Complex.I • v)) / 4 := by | |
| have hd := ((hφ.fderiv_right (m := ∞) (by simp)).clm_apply | |
| (contDiffAt_const (c := Complex.I • v))).differentiableAt (by simp) | |
| unfold potentialPrimitive | |
| simp only [div_eq_mul_inv] | |
| have hm := fderiv_mul_const (hd.neg) (4 : ℝ)⁻¹ | |
| simp only [Pi.neg_apply] at hm | |
| rw [hm] | |
| rw [fderiv_neg] | |
| simp only [_root_.smul_apply, _root_.neg_apply, smul_eq_mul, | |
| fderiv_eval_derivative hφ] | |
| ring | |
| lemma potentialPrimitive_antisym {φ : V n → ℝ} {z : V n} | |
| (hφ : ContDiffAt ℝ ∞ φ z) (u v : V n) : | |
| fderiv ℝ (potentialPrimitive φ v) z u - | |
| fderiv ℝ (potentialPrimitive φ u) z v = potentialForm φ u v z := by | |
| rw [potentialPrimitive_derivative hφ, potentialPrimitive_derivative hφ] | |
| simp only [potentialForm, potentialMatrix, hermitianPartMatrix_pair, hermitianPart] | |
| rw [hφ.isSymmSndFDerivAt (by simp only [minSmoothness_of_isRCLikeNormedField]; change ((2 : ℕ∞) : WithTop ℕ∞) ≤ ((⊤ : ℕ∞) : WithTop ℕ∞); exact WithTop.coe_le_coe.mpr le_top) v (Complex.I • u)] | |
| ring | |
| lemma potentialMatrix_closed {φ : V n → ℝ} {U : Set (V n)} | |
| (hU : IsOpen U) (hφ : ContDiffOn ℝ ∞ φ U) {z : V n} (hz : z ∈ U) | |
| (u v w : V n) : | |
| fderiv ℝ (potentialForm φ v w) z u + fderiv ℝ (potentialForm φ w u) z v + | |
| fderiv ℝ (potentialForm φ u v) z w = 0 := by | |
| have he (a b : V n) : | |
| (fun y => fderiv ℝ (potentialPrimitive φ b) y a - | |
| fderiv ℝ (potentialPrimitive φ a) y b) =ᶠ[nhds z] potentialForm φ a b := by | |
| filter_upwards [hU.mem_nhds hz] with y hy | |
| exact potentialPrimitive_antisym (hφ.contDiffAt (hU.mem_nhds hy)) a b | |
| have hc := cyclic_antisym_derivative | |
| (fun a => potentialPrimitive_smooth (hφ.contDiffAt (hU.mem_nhds hz)) a) u v w | |
| rwa [(he _ _).fderiv_eq, (he _ _).fderiv_eq, (he _ _).fderiv_eq] at hc | |
| section ChainRule | |
| variable {E F G : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] [NormedAddCommGroup G] [NormedSpace ℝ G] | |
| omit [NormedSpace ℝ E] [NormedSpace ℝ F] in | |
| lemma eventually_differentiableAt {𝕜 : Type*} [NontriviallyNormedField 𝕜] | |
| [NormedSpace 𝕜 E] [NormedSpace 𝕜 F] {f : E → F} {z : E} | |
| (hf : ContDiffAt 𝕜 ∞ f z) : | |
| ∀ᶠ y in nhds z, DifferentiableAt 𝕜 f y := by | |
| have h1 : ContDiffAt 𝕜 1 f z := (contDiffAt_infty.mp hf) 1 | |
| exact (h1.eventually (by simp)).mono fun y hy => hy.differentiableAt (by simp) | |
| lemma second_derivative_comp {f : E → F} {g : F → G} {z : E} | |
| (hf : ContDiffAt ℝ ∞ f z) (hg : ContDiffAt ℝ ∞ g (f z)) (u v : E) : | |
| fderiv ℝ (fderiv ℝ (g ∘ f)) z u v = | |
| fderiv ℝ (fderiv ℝ g) (f z) (fderiv ℝ f z u) (fderiv ℝ f z v) + | |
| fderiv ℝ g (f z) (fderiv ℝ (fderiv ℝ f) z u v) := by | |
| have hfd := hf.differentiableAt (by simp) | |
| have hgd := hg.differentiableAt (by simp) | |
| have hDf := (hf.fderiv_right (m := ∞) (by simp)).differentiableAt (by simp) | |
| have hDg := (hg.fderiv_right (m := ∞) (by simp)).differentiableAt (by simp) | |
| have he : fderiv ℝ (g ∘ f) =ᶠ[nhds z] fun y => | |
| (fderiv ℝ g (f y)).comp (fderiv ℝ f y) := by | |
| filter_upwards [eventually_differentiableAt hf, | |
| hf.continuousAt.tendsto.eventually (eventually_differentiableAt hg)] with y hy hy' | |
| exact fderiv_comp y hy' hy | |
| rw [he.fderiv_eq] | |
| have hm := fderiv_clm_comp (hDg.comp z hfd) hDf | |
| simp only [Function.comp_def] at hm | |
| rw [hm] | |
| have hc := fderiv_comp z hDg hfd | |
| simp only [Function.comp_def] at hc | |
| rw [hc] | |
| simp only [_root_.add_apply, ContinuousLinearMap.comp_apply, | |
| ContinuousLinearMap.compL_apply, ContinuousLinearMap.flip_apply] | |
| exact add_comm _ _ | |
| end ChainRule | |
| lemma fderiv_complex_smul {m : ℕ} {f : V n → V m} {z : V n} | |
| (hf : DifferentiableAt ℂ f z) (a : ℂ) (v : V n) : | |
| fderiv ℝ f z (a • v) = a • fderiv ℝ f z v := by | |
| rw [hf.fderiv_restrictScalars (𝕜 := ℝ)] | |
| exact map_smul (fderiv ℂ f z) a v | |
| lemma second_derivative_complex_smul_right {m : ℕ} {f : V n → V m} {z : V n} | |
| (hf : ContDiffAt ℂ ∞ f z) (a : ℂ) (u v : V n) : | |
| fderiv ℝ (fderiv ℝ f) z u (a • v) = | |
| a • fderiv ℝ (fderiv ℝ f) z u v := by | |
| have hr := hf.restrict_scalars ℝ | |
| have hd := ((hr.fderiv_right (m := ∞) (by simp)).clm_apply | |
| (contDiffAt_const (c := v))).differentiableAt (by simp) | |
| have he : (fun y => fderiv ℝ f y (a • v)) =ᶠ[nhds z] | |
| (fun y => a • fderiv ℝ f y v) := by | |
| filter_upwards [eventually_differentiableAt hf] with y hy | |
| exact fderiv_complex_smul hy a v | |
| have he' := congrArg (fun l : V n →L[ℝ] V m => l u) he.fderiv_eq | |
| rw [fderiv_eval_derivative hr] at he' | |
| have hs : fderiv ℝ (fun y => a • fderiv ℝ f y v) z = | |
| a • fderiv ℝ (fun y => fderiv ℝ f y v) z := fderiv_const_smul hd a | |
| rw [hs] at he' | |
| simpa only [_root_.smul_apply, fderiv_eval_derivative hr] using he' | |
| lemma second_derivative_complex_smul_left {m : ℕ} {f : V n → V m} {z : V n} | |
| (hf : ContDiffAt ℂ ∞ f z) (a : ℂ) (u v : V n) : | |
| fderiv ℝ (fderiv ℝ f) z (a • u) v = | |
| a • fderiv ℝ (fderiv ℝ f) z u v := by | |
| have hs := (hf.restrict_scalars ℝ).isSymmSndFDerivAt | |
| (by simp only [minSmoothness_of_isRCLikeNormedField] | |
| change ((2 : ℕ∞) : WithTop ℕ∞) ≤ ((⊤ : ℕ∞) : WithTop ℕ∞) | |
| exact WithTop.coe_le_coe.mpr le_top) | |
| rw [hs (a • u) v, second_derivative_complex_smul_right hf, hs v u] | |
| lemma hermitianPart_comp {m : ℕ} {f : V n → V m} {φ : V m → ℝ} {z : V n} | |
| (hf : ContDiffAt ℂ ∞ f z) (hφ : ContDiffAt ℝ ∞ φ (f z)) (u v : V n) : | |
| hermitianPart (fderiv ℝ (fderiv ℝ (φ ∘ f)) z) u v = | |
| hermitianPart (fderiv ℝ (fderiv ℝ φ) (f z)) | |
| (fderiv ℝ f z u) (fderiv ℝ f z v) := by | |
| have hr := hf.restrict_scalars ℝ | |
| have hd := hf.differentiableAt (by simp) | |
| apply Complex.ext <;> | |
| simp only [hermitianPart, second_derivative_comp hr hφ, | |
| fderiv_complex_smul hd, second_derivative_complex_smul_left hf, | |
| second_derivative_complex_smul_right hf, smul_smul, Complex.I_mul_I, | |
| neg_smul, one_smul, map_neg] <;> ring | |
| lemma matrix_pair_pullback {m : ℕ} (H : Matrix (Fin m) (Fin m) ℂ) | |
| (D : Matrix (Fin m) (Fin n) ℂ) (u v : V n) : | |
| star u ⬝ᵥ ((Dᴴ * H * D) *ᵥ v) = star (D *ᵥ u) ⬝ᵥ (H *ᵥ (D *ᵥ v)) := by | |
| rw [← mulVec_mulVec, ← mulVec_mulVec, dotProduct_mulVec, ← star_mulVec] | |
| lemma matrix_eq_of_pair (H K : Matrix (Fin n) (Fin n) ℂ) | |
| (h : ∀ u v : V n, star u ⬝ᵥ (H *ᵥ v) = star u ⬝ᵥ (K *ᵥ v)) : H = K := by | |
| ext i j | |
| simpa using h (Pi.single i 1) (Pi.single j 1) | |
| lemma potentialMatrix_congr {φ ψ : V n → ℝ} {z : V n} | |
| (he : φ =ᶠ[nhds z] ψ) : potentialMatrix φ z = potentialMatrix ψ z := by | |
| unfold potentialMatrix | |
| rw [(he.fderiv (𝕜 := ℝ)).fderiv_eq] | |
| lemma potentialMatrix_comp {m : ℕ} {f : V n → V m} {φ : V m → ℝ} {z : V n} | |
| (hf : ContDiffAt ℂ ∞ f z) (hφ : ContDiffAt ℝ ∞ φ (f z)) : | |
| potentialMatrix (φ ∘ f) z = | |
| (LinearMap.toMatrix' (fderiv ℂ f z).toLinearMap)ᴴ * | |
| potentialMatrix φ (f z) * LinearMap.toMatrix' (fderiv ℂ f z).toLinearMap := by | |
| apply matrix_eq_of_pair | |
| intro u v | |
| rw [matrix_pair_pullback] | |
| simp only [potentialMatrix, hermitianPartMatrix_pair, LinearMap.toMatrix'_mulVec] | |
| have he := hermitianPart_comp hf hφ u v | |
| rw [(hf.differentiableAt (by simp)).fderiv_restrictScalars (𝕜 := ℝ)] at he | |
| exact he | |
| end PotentialKaehler | |
| namespace Anticanonical.SourceSmooth | |
| open Matrix Filter | |
| open scoped ContDiff ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| structure SmoothRealFunction (A : ComplexAtlas d X) where | |
| value : X → ℝ | |
| smooth : ∀ i, ContDiffOn ℝ ∞ (value ∘ (A.chart i).symm) (A.chart i).target | |
| namespace SmoothRealFunction | |
| def localExpression (φ : SmoothRealFunction A) (i : Fin A.count) : Coordinates d → ℝ := | |
| φ.value ∘ (A.chart i).symm | |
| def hessian (φ : SmoothRealFunction A) (i : Fin A.count) (z : Coordinates d) : | |
| Matrix (Fin d) (Fin d) ℂ := PotentialKaehler.potentialMatrix (φ.localExpression i) z | |
| lemma hessian_smooth (φ : SmoothRealFunction A) (i : Fin A.count) : | |
| ContDiffOn ℝ ∞ (φ.hessian i) (A.chart i).target := by | |
| intro z hz | |
| exact (PotentialKaehler.potentialMatrix_smooth | |
| ((φ.smooth i).contDiffAt ((A.chart i).open_target.mem_nhds hz))).contDiffWithinAt | |
| lemma hessian_hermitian (φ : SmoothRealFunction A) (i : Fin A.count) | |
| {z : Coordinates d} (hz : z ∈ (A.chart i).target) : (φ.hessian i z).IsHermitian := | |
| PotentialKaehler.potentialMatrix_hermitian | |
| ((φ.smooth i).contDiffAt ((A.chart i).open_target.mem_nhds hz)) | |
| lemma hessian_compatibility (φ : SmoothRealFunction A) (i j : Fin A.count) {x : X} | |
| (hi : x ∈ (A.chart i).source) (hj : x ∈ (A.chart j).source) : | |
| φ.hessian i (A.chart i x) = | |
| (A.derivativeMatrix i j x)ᴴ * φ.hessian j (A.chart j x) * A.derivativeMatrix i j x := by | |
| have hz := A.coordinate_mem_overlap i j hi hj | |
| have ho := A.isOpen_coordinateOverlap i j | |
| have hf : ContDiffAt ℂ ∞ (A.transition i j) (A.chart i x) := | |
| (ProjectiveKaehler.analyticOnNhd_pi_of_differentiableOn ho (A.holomorphic i j) _ hz).contDiffAt | |
| have hφ : ContDiffAt ℝ ∞ (φ.localExpression j) (A.transition i j (A.chart i x)) := by | |
| rw [A.transition_at i j hi] | |
| exact (φ.smooth j).contDiffAt ((A.chart j).open_target.mem_nhds ((A.chart j).mapsTo hj)) | |
| have he : φ.localExpression i =ᶠ[nhds (A.chart i x)] | |
| φ.localExpression j ∘ A.transition i j := by | |
| filter_upwards [ho.mem_nhds hz] with y hy | |
| dsimp only [localExpression, ComplexAtlas.transition, Function.comp_apply] | |
| rw [(A.chart j).left_inv hy.2] | |
| unfold hessian | |
| rw [PotentialKaehler.potentialMatrix_congr he, | |
| PotentialKaehler.potentialMatrix_comp hf hφ, A.transition_at i j hi] | |
| rfl | |
| lemma hessian_closed (φ : SmoothRealFunction A) (i : Fin A.count) {z : Coordinates d} | |
| (hz : z ∈ (A.chart i).target) (u v w : Coordinates d) : | |
| fderiv ℝ (fun y => ComplexAtlas.fundamentalForm (φ.hessian i y) v w) z u + | |
| fderiv ℝ (fun y => ComplexAtlas.fundamentalForm (φ.hessian i y) w u) z v + | |
| fderiv ℝ (fun y => ComplexAtlas.fundamentalForm (φ.hessian i y) u v) z w = 0 := | |
| PotentialKaehler.potentialMatrix_closed (A.chart i).open_target (φ.smooth i) hz u v w | |
| end SmoothRealFunction | |
| lemma fundamentalForm_add (H K : Matrix (Fin d) (Fin d) ℂ) (u v : Coordinates d) : | |
| ComplexAtlas.fundamentalForm (H + K) u v = | |
| ComplexAtlas.fundamentalForm H u v + ComplexAtlas.fundamentalForm K u v := by | |
| simp [ComplexAtlas.fundamentalForm, add_mulVec, dotProduct_add] | |
| lemma fundamentalForm_smooth {g : Coordinates d → Matrix (Fin d) (Fin d) ℂ} | |
| {z : Coordinates d} (hg : ContDiffAt ℝ ∞ g z) (u v : Coordinates d) : | |
| ContDiffAt ℝ ∞ (fun y => ComplexAtlas.fundamentalForm (g y) u v) z := by | |
| apply Complex.imCLM.contDiff.contDiffAt.comp z | |
| apply ContDiffAt.sum | |
| intro i _ | |
| apply contDiffAt_const.mul | |
| change ContDiffAt ℝ ∞ (fun y => ∑ j, g y i j * v j) z | |
| apply ContDiffAt.sum | |
| intro j _ | |
| exact (contDiffAt_pi.mp (contDiffAt_pi.mp hg i) j).mul contDiffAt_const | |
| namespace KaehlerMetric | |
| def PositivePotential (g : KaehlerMetric A) (φ : SmoothRealFunction A) : Prop := | |
| ∀ i z, z ∈ (A.chart i).target → (g.matrix i z + φ.hessian i z).PosDef | |
| def deform (g : KaehlerMetric A) (φ : SmoothRealFunction A) (hp : g.PositivePotential φ) : | |
| KaehlerMetric A where | |
| matrix i z := g.matrix i z + φ.hessian i z | |
| smooth i := (g.smooth i).add (φ.hessian_smooth i) | |
| positive := hp | |
| compatibility i j x hi hj := by | |
| rw [g.compatibility i j x hi hj, φ.hessian_compatibility i j hi hj] | |
| simp only [mul_add, add_mul] | |
| closed i z hz u v w := by | |
| have hg := (g.smooth i).contDiffAt ((A.chart i).open_target.mem_nhds hz) | |
| have hφ := (φ.hessian_smooth i).contDiffAt ((A.chart i).open_target.mem_nhds hz) | |
| simp only [fundamentalForm_add] | |
| simp only [fderiv_fun_add | |
| ((fundamentalForm_smooth hg _ _).differentiableAt (by simp)) | |
| ((fundamentalForm_smooth hφ _ _).differentiableAt (by simp)), _root_.add_apply] | |
| have h1 := g.closed i z hz u v w | |
| have h2 := φ.hessian_closed i hz u v w | |
| linarith | |
| end KaehlerMetric | |
| end Anticanonical.SourceSmooth | |
| open Matrix Polynomial | |
| open scoped Matrix.Norms.Elementwise | |
| noncomputable section | |
| namespace MongeAmpere | |
| variable {n : Type*} [Fintype n] [DecidableEq n] | |
| lemma hasDerivAt_det_one_add_smul (M : Matrix n n ℂ) : | |
| HasDerivAt (fun t : ℂ => (1 + t • M).det) M.trace 0 := by | |
| have hp := (Matrix.det (1 + (Polynomial.X : ℂ[X]) • M.map Polynomial.C)).hasDerivAt (0 : ℂ) | |
| rw [Matrix.derivative_det_one_add_X_smul] at hp | |
| simpa [eval_det, ← Matrix.smul_eq_mul_diagonal] using hp | |
| lemma hasDerivAt_det_add_smul (H K : Matrix n n ℂ) (hH : IsUnit H.det) : | |
| HasDerivAt (fun t : ℂ => (H + t • K).det) | |
| (H.det * (H⁻¹ * K).trace) 0 := by | |
| have hd := (hasDerivAt_det_one_add_smul (H⁻¹ * K)).const_mul H.det | |
| apply hd.congr_of_eventuallyEq | |
| filter_upwards [] with t | |
| rw [← Matrix.det_mul] | |
| congr 1 | |
| simp [Matrix.mul_add, ← Matrix.mul_assoc, | |
| Matrix.mul_nonsing_inv _ hH] | |
| open scoped ComplexOrder | |
| lemma hasDerivAt_logdet_add_smul (H K : Matrix n n ℂ) (hH : H.PosDef) : | |
| HasDerivAt (fun t : ℝ => Real.log ((H + (t : ℂ) • K).det.re)) | |
| (H⁻¹ * K).trace.re 0 := by | |
| have hd := (hasDerivAt_det_add_smul H K (isUnit_iff_ne_zero.mpr (ne_of_gt hH.det_pos))).real_of_complex | |
| have hp := Complex.pos_iff.mp hH.det_pos | |
| have hne : (H + ((0 : ℝ) : ℂ) • K).det.re ≠ 0 := by | |
| simpa using ne_of_gt hp.1 | |
| have hl := hd.log hne | |
| simpa [Complex.mul_re, hp.2.symm, hp.1.ne', mul_div_cancel_left₀] using hl | |
| lemma linearized_symbol_pos (H : Matrix n n ℂ) (hH : H.PosDef) | |
| (v : n → ℂ) (hv : v ≠ 0) : | |
| 0 < (H⁻¹ * Matrix.vecMulVec v (star v)).trace.re := by | |
| rw [Matrix.mul_vecMulVec, Matrix.trace_vecMulVec, dotProduct_comm] | |
| exact hH.inv.re_dotProduct_pos hv | |
| end MongeAmpere | |
| namespace Anticanonical.SourceSmooth | |
| open Matrix | |
| open scoped ContDiff ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| namespace SmoothRealFunction | |
| def constant (c : ℝ) : SmoothRealFunction A where | |
| value _ := c | |
| smooth _ := contDiffOn_const | |
| def realSMul (c : ℝ) (φ : SmoothRealFunction A) : SmoothRealFunction A where | |
| value x := c * φ.value x | |
| smooth i := contDiffOn_const.mul (φ.smooth i) | |
| lemma hessian_constant (c : ℝ) (i : Fin A.count) (z : Coordinates d) : | |
| (constant (A := A) c).hessian i z = 0 := by | |
| ext a b | |
| apply Complex.ext <;> simp [hessian, localExpression, constant, Function.comp_def, PotentialKaehler.potentialMatrix, | |
| PotentialKaehler.hermitianPartMatrix_apply, PotentialKaehler.hermitianPart] | |
| lemma hessian_realSMul (c : ℝ) (φ : SmoothRealFunction A) | |
| (i : Fin A.count) (z : Coordinates d) : | |
| (φ.realSMul c).hessian i z = (c : ℂ) • φ.hessian i z := by | |
| unfold hessian PotentialKaehler.potentialMatrix | |
| have he : (φ.realSMul c).localExpression i = c • φ.localExpression i := rfl | |
| rw [he, fderiv_const_smul_field (𝕜 := ℝ) (f := φ.localExpression i) c] | |
| rw [fderiv_const_smul_field (𝕜 := ℝ) (f := fderiv ℝ (φ.localExpression i)) c] | |
| ext a b | |
| simp only [PotentialKaehler.hermitianPartMatrix_apply, Matrix.smul_apply] | |
| apply Complex.ext <;> | |
| simp [PotentialKaehler.hermitianPart, Pi.smul_apply, smul_eq_mul, | |
| Complex.mul_re, Complex.mul_im] <;> ring | |
| end SmoothRealFunction | |
| namespace KaehlerMetric | |
| def linearizedMongeAmpere (g : KaehlerMetric A) (ψ : SmoothRealFunction A) | |
| (i : Fin A.count) (z : Coordinates d) : ℝ := | |
| ((g.matrix i z)⁻¹ * ψ.hessian i z).trace.re | |
| theorem mongeAmpere_directional_derivative (g : KaehlerMetric A) | |
| (ψ : SmoothRealFunction A) (i : Fin A.count) {z : Coordinates d} | |
| (hz : z ∈ (A.chart i).target) : | |
| HasDerivAt (fun t : ℝ => | |
| Real.log ((g.matrix i z + (ψ.realSMul t).hessian i z).det.re) - | |
| Real.log (g.volumeCoefficient i z)) (g.linearizedMongeAmpere ψ i z) 0 := by | |
| simp only [SmoothRealFunction.hessian_realSMul] | |
| exact (MongeAmpere.hasDerivAt_logdet_add_smul _ _ (g.positive i z hz)).sub_const _ | |
| lemma linearizedMongeAmpere_constant (g : KaehlerMetric A) (c : ℝ) : | |
| g.linearizedMongeAmpere (SmoothRealFunction.constant c) = 0 := by | |
| funext i z | |
| simp [linearizedMongeAmpere, SmoothRealFunction.hessian_constant] | |
| theorem linearizedMongeAmpere_not_injective [Nonempty X] (g : KaehlerMetric A) : | |
| ¬ Function.Injective g.linearizedMongeAmpere := by | |
| intro h | |
| have hc : SmoothRealFunction.constant (A := A) 0 = SmoothRealFunction.constant 1 := | |
| h (by rw [linearizedMongeAmpere_constant, linearizedMongeAmpere_constant]) | |
| let x : X := Classical.choice inferInstance | |
| have he := congrArg (fun φ : SmoothRealFunction A => φ.value x) hc | |
| simp [SmoothRealFunction.constant] at he | |
| end KaehlerMetric | |
| end Anticanonical.SourceSmooth | |
| namespace EllipticKernel | |
| open Filter Set | |
| open scoped ContDiff | |
| lemma second_deriv_nonpos_at_localMax {f : ℝ → ℝ} {x : ℝ} | |
| (hmax : IsLocalMax f x) (hc : ContinuousAt f x) : deriv (deriv f) x ≤ 0 := by | |
| by_contra h | |
| have hpos : 0 < deriv (deriv f) x := lt_of_not_ge h | |
| have hmin := isLocalMin_of_deriv_deriv_pos hpos hmax.deriv_eq_zero hc | |
| have he : f =ᶠ[nhds x] fun _ => f x := by | |
| filter_upwards [hmax, hmin] with y hy hy' | |
| exact le_antisymm hy hy' | |
| have hd : deriv f =ᶠ[nhds x] fun _ => 0 := by | |
| simpa using he.deriv | |
| have hdd : deriv (deriv f) x = 0 := by | |
| simpa using hd.deriv_eq | |
| exact (ne_of_gt hpos) hdd | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| lemma second_fderiv_nonpos_at_localMax {f : E → ℝ} {x : E} | |
| (hf : ContDiffAt ℝ ∞ f x) (hmax : IsLocalMax f x) (v : E) : | |
| fderiv ℝ (fderiv ℝ f) x v v ≤ 0 := by | |
| let r : ℝ → E := fun t => x + t • v | |
| have hr : ContDiff ℝ ∞ r := contDiff_const.add (contDiff_id.smul contDiff_const) | |
| have hr0 : r 0 = x := by simp [r] | |
| have hfr : ContDiffAt ℝ ∞ (f ∘ r) 0 := (show ContDiffAt ℝ ∞ f (r 0) by simpa only [hr0] using hf).comp 0 hr.contDiffAt | |
| have hmr : IsLocalMax (f ∘ r) 0 := | |
| (hr0.symm ▸ hmax).comp_continuous hr.continuous.continuousAt | |
| have hle := second_deriv_nonpos_at_localMax hmr hfr.continuousAt | |
| have hd2 : deriv (deriv (f ∘ r)) 0 = fderiv ℝ (fderiv ℝ (f ∘ r)) 0 1 1 := | |
| PotentialKaehler.fderiv_eval_derivative hfr 1 1 | |
| rw [hd2, PotentialKaehler.second_derivative_comp hr.contDiffAt | |
| (by simpa only [hr0] using hf) 1 1] at hle | |
| have hDr : fderiv ℝ r = fun _ => ContinuousLinearMap.smulRight (ContinuousLinearMap.id ℝ ℝ) v := by | |
| funext t | |
| simpa [r] using | |
| ((hasFDerivAt_id t).smul_const v).const_add x |>.fderiv | |
| rw [hDr] at hle | |
| simpa [hr0] using hle | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| open Matrix | |
| open scoped MatrixOrder ComplexOrder Matrix.Norms.Elementwise ContDiff | |
| lemma trace_mul_nonneg {n : Type*} [Fintype n] [DecidableEq n] | |
| {A B : Matrix n n ℂ} (hA : A.PosSemidef) (hB : B.PosSemidef) : | |
| 0 ≤ (A * B).trace.re := by | |
| let S := CFC.sqrt A | |
| have hS : S.PosSemidef := (CFC.sqrt_nonneg A).posSemidef | |
| have hsquare : S * S = A := by simpa [S, pow_two] using CFC.sq_sqrt A hA.nonneg | |
| have htr := Complex.nonneg_iff.mp (hB.mul_mul_conjTranspose_same S).trace_nonneg | |
| have heq : (S * B * Sᴴ).trace = (A * B).trace := by | |
| rw [hS.isHermitian.eq, Matrix.trace_mul_cycle, hsquare] | |
| rw [heq] at htr | |
| exact htr.1 | |
| lemma negative_potentialMatrix_posSemidef_at_localMax {n : ℕ} | |
| {f : PotentialKaehler.V n → ℝ} {x : PotentialKaehler.V n} | |
| (hf : ContDiffAt ℝ ∞ f x) (hmax : IsLocalMax f x) : | |
| (-PotentialKaehler.potentialMatrix f x).PosSemidef := by | |
| refine Matrix.posSemidef_iff_dotProduct_mulVec.mpr | |
| ⟨(PotentialKaehler.potentialMatrix_hermitian hf).neg, ?_⟩ | |
| intro v | |
| rw [neg_mulVec, dotProduct_neg] | |
| rw [PotentialKaehler.potentialMatrix, | |
| PotentialKaehler.hermitianPartMatrix_pair] | |
| apply Complex.nonneg_iff.mpr | |
| constructor | |
| · simp only [Complex.neg_re, PotentialKaehler.hermitianPart] | |
| have h1 := second_fderiv_nonpos_at_localMax hf hmax v | |
| have h2 := second_fderiv_nonpos_at_localMax hf hmax (Complex.I • v) | |
| linarith | |
| · simp only [Complex.neg_im, PotentialKaehler.hermitianPart] | |
| have hs := hf.isSymmSndFDerivAt (by | |
| simp only [minSmoothness_of_isRCLikeNormedField] | |
| change ((2 : ℕ∞) : WithTop ℕ∞) ≤ ((⊤ : ℕ∞) : WithTop ℕ∞) | |
| exact WithTop.coe_le_coe.mpr le_top) (Complex.I • v) v | |
| rw [hs] | |
| ring | |
| lemma trace_potentialMatrix_nonpos_at_localMax {n : ℕ} | |
| {f : PotentialKaehler.V n → ℝ} {x : PotentialKaehler.V n} | |
| (hf : ContDiffAt ℝ ∞ f x) (hmax : IsLocalMax f x) | |
| (H : Matrix (Fin n) (Fin n) ℂ) (hH : H.PosDef) : | |
| (H⁻¹ * PotentialKaehler.potentialMatrix f x).trace.re ≤ 0 := by | |
| have ht := trace_mul_nonneg hH.inv.posSemidef | |
| (negative_potentialMatrix_posSemidef_at_localMax hf hmax) | |
| simpa using ht | |
| end EllipticKernel | |
| noncomputable section | |
| open Filter Set | |
| open scoped ContDiff | |
| namespace EllipticKernel | |
| variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E] | |
| abbrev Bilin (E : Type*) [NormedAddCommGroup E] [NormedSpace ℝ E] := | |
| E →L[ℝ] E →L[ℝ] ℝ | |
| abbrev SecondOrder (E : Type*) [NormedAddCommGroup E] [NormedSpace ℝ E] := | |
| Bilin E →L[ℝ] ℝ | |
| local instance barrierBilinNormedAddCommGroup : NormedAddCommGroup (Bilin E) := inferInstance | |
| local instance barrierBilinNormedSpace : NormedSpace ℝ (Bilin E) := inferInstance | |
| def realInner : Bilin E := innerSL ℝ (E := E) | |
| lemma realInner_apply (u v : E) : realInner u v = inner ℝ u v := by | |
| exact innerSL_apply_apply ℝ u v | |
| def rankOne (v : E) : Bilin E := (realInner v).smulRight (realInner v) | |
| def barrier (α : ℝ) (y : E) (z : E) : ℝ := Real.exp (-α * ‖z-y‖^2) | |
| lemma barrier_smooth (α : ℝ) (y : E) : ContDiff ℝ ∞ (barrier α y) := | |
| (contDiff_const.mul ((contDiff_id.sub contDiff_const).norm_sq ℝ)).exp | |
| lemma barrier_hasFDerivAt (α : ℝ) (y z : E) : | |
| HasFDerivAt (barrier α y) | |
| ((Real.exp (-α * ‖z-y‖^2) * (-2*α)) • realInner (z-y)) z := by | |
| have h := ((((hasFDerivAt_id z).sub_const y).norm_sq).const_mul (-α)).exp | |
| change HasFDerivAt (fun x => Real.exp (-α * ‖x-y‖^2)) _ z | |
| convert! h using 1 | |
| ext v | |
| simp only [_root_.smul_apply, realInner_apply, ContinuousLinearMap.comp_apply, | |
| ContinuousLinearMap.id_apply, id_eq, innerSL_apply_apply, smul_eq_mul] | |
| ring | |
| lemma barrier_fderiv (α : ℝ) (y : E) : | |
| fderiv ℝ (barrier α y) = fun z => | |
| (Real.exp (-α * ‖z-y‖^2) * (-2*α)) • realInner (z-y) := by | |
| funext z | |
| exact (barrier_hasFDerivAt α y z).fderiv | |
| lemma barrier_hessian (α : ℝ) (y z : E) : | |
| fderiv ℝ (fderiv ℝ (barrier α y)) z = | |
| Real.exp (-α * ‖z-y‖^2) • | |
| ((4*α^2) • rankOne (z-y) - (2*α) • (realInner (E := E))) := by | |
| rw [barrier_fderiv] | |
| have h₁ := (barrier_hasFDerivAt α y z).mul_const (-2*α) | |
| have h₂ := (realInner (E := E)).hasFDerivAt.comp z ((hasFDerivAt_id z).sub_const y) | |
| have hh := h₁.smul h₂ | |
| have he := hh.fderiv | |
| simp only [Function.comp_def, id_eq] at he | |
| change fderiv ℝ (fun z => (barrier α y z * (-2*α)) • realInner (z-y)) z = _ | |
| convert! he using 1 | |
| ext u v | |
| simp [rankOne, barrier, realInner, ContinuousLinearMap.smulRight_apply] | |
| ring | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E] | |
| local instance rankOneBilinNormedAddCommGroup : NormedAddCommGroup (Bilin E) := inferInstance | |
| local instance rankOneBilinNormedSpace : NormedSpace ℝ (Bilin E) := inferInstance | |
| lemma continuous_rankOne : Continuous (rankOne (E := E)) := by | |
| unfold rankOne | |
| exact ((ContinuousLinearMap.smulRightL ℝ E (E →L[ℝ] ℝ)).continuous.comp | |
| (realInner (E := E)).continuous).clm_apply (realInner (E := E)).continuous | |
| lemma exists_positive_barrier {s : Set E} (hs : IsCompact s) | |
| (ℒ : E → SecondOrder E) (hℒ : ContinuousOn ℒ s) (y : E) | |
| (hpos : ∀ z ∈ s, 0 < ℒ z (rankOne (z-y))) : | |
| ∃ α : ℝ, 0 < α ∧ ∀ z ∈ s, | |
| 0 < ℒ z (fderiv ℝ (fderiv ℝ (barrier α y)) z) := by | |
| by_cases hne : s.Nonempty | |
| · let a : E → ℝ := fun z => ℒ z (rankOne (z-y)) | |
| let b : E → ℝ := fun z => ℒ z (realInner (E := E)) | |
| have ha : ContinuousOn a s := | |
| hℒ.clm_apply (continuous_rankOne.comp (continuous_id.sub continuous_const)).continuousOn | |
| have hb : ContinuousOn b s := hℒ.clm_apply continuousOn_const | |
| have hq : ContinuousOn (fun z => b z / (2*a z)) s := | |
| hb.div (continuousOn_const.mul ha) (fun z hz => mul_ne_zero (by norm_num) (ne_of_gt (hpos z hz))) | |
| obtain ⟨z₀, hz₀, hmax⟩ := hs.exists_isMaxOn hne hq | |
| let α := max (b z₀ / (2*a z₀)) 0 + 1 | |
| have hα : 0 < α := by dsimp [α]; positivity | |
| refine ⟨α, hα, ?_⟩ | |
| intro z hz | |
| have haq : b z / (2*a z) < α := lt_of_le_of_lt (hmax hz) | |
| (by dsimp [α]; linarith [le_max_left (b z₀ / (2*a z₀)) 0]) | |
| have haz : 0 < a z := hpos z hz | |
| have hba : b z < 2*α*a z := by | |
| have := (div_lt_iff₀ (by positivity : 0 < 2*a z)).mp haq | |
| nlinarith | |
| rw [barrier_hessian] | |
| simp only [map_smul, map_sub, smul_eq_mul] | |
| change 0 < Real.exp (-α*‖z-y‖^2) * (4*α^2 * a z - 2*α * b z) | |
| apply mul_pos (Real.exp_pos _) | |
| nlinarith [mul_pos hα (sub_pos.mpr hba)] | |
| · exact ⟨1, by norm_num, fun z hz => False.elim (hne ⟨z, hz⟩)⟩ | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| lemma hessian_add {f g : E → ℝ} {z : E} | |
| (hf : ContDiffAt ℝ ∞ f z) (hg : ContDiffAt ℝ ∞ g z) : | |
| fderiv ℝ (fderiv ℝ (f+g)) z = | |
| fderiv ℝ (fderiv ℝ f) z + fderiv ℝ (fderiv ℝ g) z := by | |
| have ef : ∀ᶠ x in nhds z, DifferentiableAt ℝ f x := | |
| (((contDiffAt_infty.mp hf) 1).eventually (by simp)).mono | |
| (fun _ h => h.differentiableAt (by simp)) | |
| have eg : ∀ᶠ x in nhds z, DifferentiableAt ℝ g x := | |
| (((contDiffAt_infty.mp hg) 1).eventually (by simp)).mono | |
| (fun _ h => h.differentiableAt (by simp)) | |
| have he : fderiv ℝ (f+g) =ᶠ[nhds z] (fderiv ℝ f + fderiv ℝ g) := by | |
| filter_upwards [ef, eg] with x hx hx' | |
| exact fderiv_add hx hx' | |
| rw [he.fderiv_eq] | |
| exact fderiv_add ((hf.fderiv_right (m := ∞) (by simp)).differentiableAt (by simp)) | |
| ((hg.fderiv_right (m := ∞) (by simp)).differentiableAt (by simp)) | |
| lemma hessian_add_smul_sub_const {f g : E → ℝ} {z : E} | |
| (hf : ContDiffAt ℝ ∞ f z) (hg : ContDiffAt ℝ ∞ g z) (ε c : ℝ) : | |
| fderiv ℝ (fderiv ℝ (fun z => f z + ε * (g z-c))) z = | |
| fderiv ℝ (fderiv ℝ f) z + ε • fderiv ℝ (fderiv ℝ g) z := by | |
| change fderiv ℝ (fderiv ℝ (f + ε • (fun z => g z-c))) z = _ | |
| rw [hessian_add hf (show ContDiffAt ℝ ∞ (ε • (fun z => g z-c)) z from | |
| (hg.sub contDiffAt_const).const_smul ε)] | |
| rw [fderiv_const_smul_field (𝕜 := ℝ) (f := fun z => g z-c) ε] | |
| rw [fderiv_const_smul_field (𝕜 := ℝ) (f := fderiv ℝ (fun z => g z-c)) ε] | |
| have he : fderiv ℝ (fun z => g z-c) = fderiv ℝ g := by | |
| funext x; exact fderiv_sub_const c | |
| rw [he] | |
| rfl | |
| end EllipticKernel | |
| noncomputable section | |
| open Set Filter Metric | |
| namespace EllipticKernel | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [ProperSpace E] | |
| omit [NormedSpace ℝ E] in | |
| lemma annulus_le_of_no_localMax {u : E → ℝ} {y : E} {r M : ℝ} | |
| (hu : ContinuousOn u (closedBall y r \ ball y (r/2))) | |
| (hinner : ∀ z, dist z y = r/2 → u z ≤ M) | |
| (houter : ∀ z, dist z y = r → u z ≤ M) | |
| (hmax : ∀ z, r/2 < dist z y → dist z y < r → ¬IsLocalMax u z) : | |
| ∀ z ∈ closedBall y r \ ball y (r/2), u z ≤ M := by | |
| intro z hz | |
| have hc : IsCompact (closedBall y r \ ball y (r/2)) := | |
| (isCompact_closedBall y r).diff isOpen_ball | |
| obtain ⟨p, hp, hpm⟩ := hc.exists_isMaxOn ⟨z, hz⟩ hu | |
| have hp₁ : dist p y ≤ r := hp.1 | |
| have hp₂ : r/2 ≤ dist p y := le_of_not_gt hp.2 | |
| have hbound : u p ≤ M := by | |
| by_cases hlow : dist p y = r/2 | |
| · exact hinner p hlow | |
| by_cases hhigh : dist p y = r | |
| · exact houter p hhigh | |
| have hlow' : r/2 < dist p y := lt_of_le_of_ne hp₂ (Ne.symm hlow) | |
| have hhigh' : dist p y < r := lt_of_le_of_ne hp₁ hhigh | |
| have hn : closedBall y r \ ball y (r/2) ∈ nhds p := by | |
| have h₁ : {q : E | dist q y < r} ∈ nhds p := | |
| (isOpen_lt (continuous_id.dist continuous_const) continuous_const).mem_nhds hhigh' | |
| have h₂ : {q : E | r/2 < dist q y} ∈ nhds p := | |
| (isOpen_lt continuous_const (continuous_id.dist continuous_const)).mem_nhds hlow' | |
| filter_upwards [h₁, h₂] with q hq₁ hq₂ | |
| exact ⟨le_of_lt hq₁, not_lt_of_gt hq₂⟩ | |
| exact False.elim (hmax p hlow' hhigh' (hpm.isLocalMax hn)) | |
| exact le_trans (hpm hz) hbound | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| open Set Metric Filter | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [ProperSpace E] | |
| omit [NormedSpace ℝ E] in | |
| lemma tangent_ball {f : E → ℝ} {U : Set E} {x y : E} {δ M : ℝ} | |
| (hδ : 0 < δ) (hU : closedBall x δ ⊆ U) (hf : ContinuousOn f U) | |
| (hle : ∀ z ∈ U, f z ≤ M) (hx : f x = M) | |
| (hy : y ∈ ball x (δ/4)) (hyf : f y < M) : | |
| ∃ r : ℝ, 0 < r ∧ closedBall y r ⊆ U ∧ | |
| (∀ z ∈ ball y r, f z < M) ∧ | |
| ∃ p : E, dist p y = r ∧ f p = M := by | |
| let S := closedBall x (δ/2) ∩ f ⁻¹' {M} | |
| have hhalf : closedBall x (δ/2) ⊆ U := | |
| subset_trans (closedBall_subset_closedBall (by linarith)) hU | |
| have hSclosed : IsClosed S := | |
| (hf.mono hhalf).preimage_isClosed_of_isClosed isClosed_closedBall isClosed_singleton | |
| have hScompact : IsCompact S := (isCompact_closedBall x (δ/2)).of_isClosed_subset | |
| hSclosed inter_subset_left | |
| have hxS : x ∈ S := ⟨by simp only [mem_closedBall, dist_self]; linarith, hx⟩ | |
| obtain ⟨p, hp, hmin⟩ := hScompact.exists_isMinOn ⟨x, hxS⟩ | |
| (continuous_id.dist continuous_const).continuousOn | |
| let r := dist p y | |
| have hrle : r ≤ dist x y := hmin hxS | |
| have hye : dist y x < δ/4 := hy | |
| have hrsmall : r < δ/4 := lt_of_le_of_lt hrle (by simpa [dist_comm] using hye) | |
| have hpval : f p = M := hp.2 | |
| have hpy : p ≠ y := by intro h; rw [h] at hpval; linarith | |
| have hr : 0 < r := dist_pos.mpr hpy | |
| have hsub : closedBall y r ⊆ closedBall x (δ/2) := by | |
| intro z hz | |
| have hz' : dist z y ≤ r := hz | |
| have htri := dist_triangle z y x | |
| show dist z x ≤ δ/2 | |
| linarith | |
| refine ⟨r, hr, subset_trans hsub hhalf, ?_, p, rfl, hpval⟩ | |
| intro z hz | |
| have hzhalf := hsub (ball_subset_closedBall hz) | |
| have hzU := hhalf hzhalf | |
| refine lt_of_le_of_ne (hle z hzU) ?_ | |
| intro heq | |
| have hzS : z ∈ S := ⟨hzhalf, heq⟩ | |
| have hzd : r ≤ dist z y := hmin hzS | |
| exact (not_lt_of_ge hzd) hz | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| open Set Filter Metric | |
| variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [ProperSpace E] | |
| local instance tangentMaxBilinNormedAddCommGroup : NormedAddCommGroup (Bilin E) := inferInstance | |
| local instance tangentMaxBilinNormedSpace : NormedSpace ℝ (Bilin E) := inferInstance | |
| lemma no_tangent_max {f : E → ℝ} {U : Set E} (hU : IsOpen U) | |
| (hf : ContDiffOn ℝ ∞ f U) (ℒ : E → SecondOrder E) (hℒ : ContinuousOn ℒ U) | |
| (hell : ∀ z ∈ U, ∀ v : E, v ≠ 0 → 0 < ℒ z (rankOne v)) | |
| (htest : ∀ z ∈ U, ∀ u : E → ℝ, ContDiffAt ℝ ∞ u z → IsLocalMax u z → | |
| ℒ z (fderiv ℝ (fderiv ℝ u) z) ≤ 0) | |
| (hharm : ∀ z ∈ U, ℒ z (fderiv ℝ (fderiv ℝ f) z) = 0) | |
| {M r : ℝ} {y p : E} (hle : ∀ z ∈ U, f z ≤ M) | |
| (hr : 0 < r) (hball : closedBall y r ⊆ U) | |
| (hstrict : ∀ z ∈ ball y r, f z < M) | |
| (hp : dist p y = r) (hfp : f p = M) : False := by | |
| let K := closedBall y r \ ball y (r/2) | |
| have hK : IsCompact K := (isCompact_closedBall y r).diff isOpen_ball | |
| have hKU : K ⊆ U := fun _ hz => hball hz.1 | |
| obtain ⟨α, hα, hbar⟩ := exists_positive_barrier hK ℒ (hℒ.mono hKU) y (by | |
| intro z hz | |
| apply hell z (hKU hz) | |
| intro he | |
| have hzy : z = y := sub_eq_zero.mp he | |
| have hh : ¬dist z y < r/2 := hz.2 | |
| rw [hzy, dist_self] at hh | |
| linarith) | |
| have hhalf : closedBall y (r/2) ⊆ ball y r := closedBall_subset_ball (by linarith) | |
| obtain ⟨q, hq, hqm⟩ := (isCompact_closedBall y (r/2)).exists_isMaxOn | |
| ⟨y, by simp only [mem_closedBall, dist_self]; linarith⟩ | |
| (hf.continuousOn.mono (subset_trans hhalf (subset_trans ball_subset_closedBall hball))) | |
| have hqf : f q < M := hstrict q (hhalf hq) | |
| let ε := M - f q | |
| have hε : 0 < ε := sub_pos.mpr hqf | |
| let c := Real.exp (-α*r^2) | |
| let u : E → ℝ := fun z => f z + ε*(barrier α y z-c) | |
| have hus : ContDiffOn ℝ ∞ u U := | |
| hf.add (contDiffOn_const.mul ((barrier_smooth α y).contDiffOn.sub contDiffOn_const)) | |
| have hble : ∀ z : E, barrier α y z-c ≤ 1 := by | |
| intro z | |
| have he : barrier α y z ≤ 1 := Real.exp_le_one_iff.mpr | |
| (mul_nonpos_of_nonpos_of_nonneg (by linarith) (sq_nonneg _)) | |
| have hc : 0 < c := Real.exp_pos _ | |
| linarith | |
| have houter : ∀ z : E, dist z y = r → u z ≤ M := by | |
| intro z hz | |
| have hzU := hball (show z ∈ closedBall y r from le_of_eq hz) | |
| have hb : barrier α y z = c := by simp [barrier, ← dist_eq_norm, hz, c] | |
| simpa [u, hb] using hle z hzU | |
| have hinner : ∀ z : E, dist z y = r/2 → u z ≤ M := by | |
| intro z hz | |
| have hfz : f z ≤ f q := hqm (show z ∈ closedBall y (r/2) from le_of_eq hz) | |
| have hh := mul_le_mul_of_nonneg_left (hble z) hε.le | |
| dsimp [u, ε] at * | |
| linarith | |
| have hno : ∀ z, r/2 < dist z y → dist z y < r → ¬IsLocalMax u z := by | |
| intro z hz₁ hz₂ hm | |
| have hzK : z ∈ K := ⟨le_of_lt hz₂, not_lt_of_gt hz₁⟩ | |
| have hzU := hKU hzK | |
| have hleu := htest z hzU u (hus.contDiffAt (hU.mem_nhds hzU)) hm | |
| have he : fderiv ℝ (fderiv ℝ u) z = | |
| fderiv ℝ (fderiv ℝ f) z + ε • fderiv ℝ (fderiv ℝ (barrier α y)) z := | |
| hessian_add_smul_sub_const (hf.contDiffAt (hU.mem_nhds hzU)) | |
| (barrier_smooth α y).contDiffAt ε c | |
| rw [he, map_add, map_smul, hharm z hzU, zero_add, smul_eq_mul] at hleu | |
| exact (not_lt_of_ge hleu) (mul_pos hε (hbar z hzK)) | |
| have huK : ∀ z ∈ K, u z ≤ M := annulus_le_of_no_localMax | |
| (hus.continuousOn.mono hKU) hinner houter hno | |
| have hpU := hball (show p ∈ closedBall y r from le_of_eq hp) | |
| have hbp : barrier α y p = c := by simp [barrier, ← dist_eq_norm, hp, c] | |
| have hup : u p = M := by simp [u, hbp, hfp] | |
| have humax : IsLocalMax u p := by | |
| have hn : {z : E | r/2 < dist z y} ∈ nhds p := | |
| (isOpen_lt continuous_const (continuous_id.dist continuous_const)).mem_nhds | |
| (by change r/2 < dist p y; rw [hp]; linarith) | |
| filter_upwards [hU.mem_nhds hpU, hn] with z hzU hz | |
| rw [hup] | |
| by_cases hd : dist z y ≤ r | |
| · exact huK z ⟨hd, not_lt_of_gt hz⟩ | |
| have hd' : r ≤ dist z y := le_of_lt (lt_of_not_ge hd) | |
| have hsq : r^2 ≤ ‖z-y‖^2 := by rw [← dist_eq_norm]; nlinarith [dist_nonneg (x := z) (y := y)] | |
| have hb : barrier α y z ≤ c := Real.exp_le_exp.mpr (by nlinarith) | |
| have hfz := hle z hzU | |
| have hh : ε * (barrier α y z-c) ≤ 0 := mul_nonpos_of_nonneg_of_nonpos hε.le (sub_nonpos.mpr hb) | |
| dsimp [u] | |
| linarith | |
| have hfmax : IsLocalMax f p := by | |
| filter_upwards [hU.mem_nhds hpU] with z hz | |
| simpa [hfp] using hle z hz | |
| have hdu := (hf.contDiffAt (hU.mem_nhds hpU)).differentiableAt (by simp) |>.hasFDerivAt | |
| have hdb := ((barrier_hasFDerivAt α y p).sub_const c).const_mul ε | |
| have he := (hdu.add hdb).fderiv | |
| change fderiv ℝ u p = _ at he | |
| rw [humax.fderiv_eq_zero, hfmax.fderiv_eq_zero] at he | |
| have hv := congrArg (fun L : E →L[ℝ] ℝ => L (p-y)) he | |
| have hn : ‖p-y‖^2 > 0 := by rw [← dist_eq_norm, hp]; positivity | |
| have hneg : ε * (Real.exp (-α*‖p-y‖^2) * (-2*α)) * ‖p-y‖^2 < 0 := by | |
| exact mul_neg_of_neg_of_pos (mul_neg_of_pos_of_neg hε | |
| (mul_neg_of_pos_of_neg (Real.exp_pos _) (by linarith))) hn | |
| have hv' : 0 = ε * (Real.exp (-α*‖p-y‖^2) * (-2*α)) * ‖p-y‖^2 := by | |
| simpa only [_root_.smul_apply, _root_.zero_apply, zero_add, _root_.add_apply, realInner_apply, | |
| real_inner_self_eq_norm_sq, smul_eq_mul, mul_assoc] using hv | |
| linarith | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| open Set Filter Metric | |
| variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [ProperSpace E] | |
| local instance harmonicMaxBilinNormedAddCommGroup : NormedAddCommGroup (Bilin E) := inferInstance | |
| local instance harmonicMaxBilinNormedSpace : NormedSpace ℝ (Bilin E) := inferInstance | |
| theorem harmonic_eventually_eq_of_max {f : E → ℝ} {U : Set E} (hU : IsOpen U) | |
| (hf : ContDiffOn ℝ ∞ f U) (ℒ : E → SecondOrder E) (hℒ : ContinuousOn ℒ U) | |
| (hell : ∀ z ∈ U, ∀ v : E, v ≠ 0 → 0 < ℒ z (rankOne v)) | |
| (htest : ∀ z ∈ U, ∀ u : E → ℝ, ContDiffAt ℝ ∞ u z → IsLocalMax u z → | |
| ℒ z (fderiv ℝ (fderiv ℝ u) z) ≤ 0) | |
| (hharm : ∀ z ∈ U, ℒ z (fderiv ℝ (fderiv ℝ f) z) = 0) | |
| {x : E} {M : ℝ} (hx : x ∈ U) (hfx : f x = M) (hle : ∀ z ∈ U, f z ≤ M) : | |
| f =ᶠ[nhds x] fun _ => M := by | |
| obtain ⟨a, ha, hball⟩ := Metric.mem_nhds_iff.mp (hU.mem_nhds hx) | |
| let δ := a/2 | |
| have hδ : 0 < δ := half_pos ha | |
| have hδU : closedBall x δ ⊆ U := | |
| subset_trans (closedBall_subset_ball (by dsimp [δ]; linarith)) hball | |
| filter_upwards [ball_mem_nhds x (show 0 < δ/4 by positivity)] with y hy | |
| by_contra hyf | |
| have hyU : y ∈ U := hδU (mem_closedBall.mpr (by | |
| have h := mem_ball.mp hy | |
| linarith)) | |
| have hlt : f y < M := lt_of_le_of_ne (hle y hyU) hyf | |
| obtain ⟨r, hr, hrU, hstrict, p, hp, hfp⟩ := | |
| tangent_ball hδ hδU hf.continuousOn hle hfx hy hlt | |
| exact no_tangent_max hU hf ℒ hℒ hell htest hharm hle hr hrU hstrict hp hfp | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| open Matrix | |
| open scoped ContDiff ComplexOrder Matrix.Norms.Elementwise | |
| abbrev EC (n : ℕ) := EuclideanSpace ℂ (Fin n) | |
| variable {n : ℕ} | |
| local instance coordinateBilinNormedAddCommGroup : NormedAddCommGroup (Bilin (EC n)) := inferInstance | |
| local instance coordinateBilinNormedSpace : NormedSpace ℝ (Bilin (EC n)) := inferInstance | |
| def coordinateEquiv (n : ℕ) : EC n ≃L[ℝ] PotentialKaehler.V n := | |
| PiLp.continuousLinearEquiv 2 ℝ (fun _ : Fin n => ℂ) | |
| lemma coordinateEquiv_apply (z : EC n) : coordinateEquiv n z = WithLp.ofLp z := rfl | |
| lemma coordinateEquiv_symm_apply (z : PotentialKaehler.V n) : | |
| (coordinateEquiv n).symm z = WithLp.toLp 2 z := rfl | |
| def pullBilin (B : Bilin (EC n)) : PotentialKaehler.RealBilinear n := | |
| ((B.comp (coordinateEquiv n).symm.toContinuousLinearMap).flip.comp | |
| (coordinateEquiv n).symm.toContinuousLinearMap).flip | |
| lemma pullBilin_apply (B : Bilin (EC n)) (u v : PotentialKaehler.V n) : | |
| pullBilin B u v = B ((coordinateEquiv n).symm u) ((coordinateEquiv n).symm v) := rfl | |
| lemma pullBilin_add (B C : Bilin (EC n)) : pullBilin (B+C) = pullBilin B + pullBilin C := by | |
| ext u v | |
| simp only [pullBilin_apply, _root_.add_apply] | |
| lemma pullBilin_smul (c : ℝ) (B : Bilin (EC n)) : pullBilin (c • B) = c • pullBilin B := by | |
| ext u v | |
| simp only [pullBilin_apply, _root_.smul_apply] | |
| lemma hermitianPartMatrix_add (B C : PotentialKaehler.RealBilinear n) : | |
| PotentialKaehler.hermitianPartMatrix (B+C) = | |
| PotentialKaehler.hermitianPartMatrix B + PotentialKaehler.hermitianPartMatrix C := by | |
| ext i j | |
| apply Complex.ext <;> | |
| simp [PotentialKaehler.hermitianPartMatrix_apply, PotentialKaehler.hermitianPart] | |
| <;> ring | |
| lemma hermitianPartMatrix_smul (c : ℝ) (B : PotentialKaehler.RealBilinear n) : | |
| PotentialKaehler.hermitianPartMatrix (c • B) = c • PotentialKaehler.hermitianPartMatrix B := by | |
| ext i j | |
| apply Complex.ext <;> | |
| simp [PotentialKaehler.hermitianPartMatrix_apply, PotentialKaehler.hermitianPart] | |
| <;> ring | |
| def traceBilinLinear (H : Matrix (Fin n) (Fin n) ℂ) : Bilin (EC n) →ₗ[ℝ] ℝ where | |
| toFun B := (H⁻¹ * PotentialKaehler.hermitianPartMatrix (pullBilin B)).trace.re | |
| map_add' B C := by rw [pullBilin_add, hermitianPartMatrix_add, mul_add, trace_add, Complex.add_re] | |
| map_smul' c B := by rw [pullBilin_smul, hermitianPartMatrix_smul, Matrix.mul_smul, trace_smul]; simp | |
| def traceBilin (H : Matrix (Fin n) (Fin n) ℂ) : SecondOrder (EC n) := | |
| (traceBilinLinear H).toContinuousLinearMap | |
| lemma traceBilin_apply (H : Matrix (Fin n) (Fin n) ℂ) (B : Bilin (EC n)) : | |
| traceBilin H B = (H⁻¹ * PotentialKaehler.hermitianPartMatrix (pullBilin B)).trace.re := rfl | |
| lemma traceBilin_continuousOn {U : Set (EC n)} | |
| (H : EC n → Matrix (Fin n) (Fin n) ℂ) (hH : ContinuousOn H U) | |
| (hpos : ∀ z ∈ U, (H z).PosDef) : ContinuousOn (fun z => traceBilin (H z)) U := by | |
| apply continuousOn_clm_apply.mpr | |
| intro B | |
| change ContinuousOn (fun z => ((H z)⁻¹ * PotentialKaehler.hermitianPartMatrix (pullBilin B)).trace.re) U | |
| have hi : ContinuousOn (fun z => (H z)⁻¹) U := by | |
| intro z hz | |
| apply (continuousAt_matrix_inv (H z) ?_).comp_continuousWithinAt (hH z hz) | |
| obtain ⟨u, hu⟩ := isUnit_iff_ne_zero.mpr (ne_of_gt (hpos z hz).det_pos) | |
| rw [← hu] | |
| exact NormedRing.inverse_continuousAt u | |
| apply Complex.continuous_re.comp_continuousOn | |
| unfold Matrix.trace | |
| apply continuousOn_finsetSum | |
| intro i hi' | |
| exact continuousOn_pi.mp (continuousOn_pi.mp (hi.mul continuousOn_const) i) i | |
| lemma pullBilin_hessian {u : EC n → ℝ} {z : EC n} (hu : ContDiffAt ℝ ∞ u z) : | |
| pullBilin (fderiv ℝ (fderiv ℝ u) z) = | |
| fderiv ℝ (fderiv ℝ (u ∘ (coordinateEquiv n).symm)) (coordinateEquiv n z) := by | |
| let s := (coordinateEquiv n).symm | |
| have hu' : ContDiffAt ℝ ∞ u (s (coordinateEquiv n z)) := by simpa [s] using hu | |
| have hd : fderiv ℝ s = fun _ => s.toContinuousLinearMap := by | |
| funext w; exact s.hasFDerivAt.fderiv | |
| ext a b | |
| rw [PotentialKaehler.second_derivative_comp s.contDiff.contDiffAt hu' a b, hd] | |
| simp [pullBilin_apply, s] | |
| lemma traceBilin_localMax (H : Matrix (Fin n) (Fin n) ℂ) (hH : H.PosDef) | |
| {u : EC n → ℝ} {z : EC n} (hu : ContDiffAt ℝ ∞ u z) (hmax : IsLocalMax u z) : | |
| traceBilin H (fderiv ℝ (fderiv ℝ u) z) ≤ 0 := by | |
| rw [traceBilin_apply, pullBilin_hessian hu] | |
| let s := (coordinateEquiv n).symm | |
| have hu' : ContDiffAt ℝ ∞ u (s (coordinateEquiv n z)) := by simpa [s] using hu | |
| have hm' : IsLocalMax u (s (coordinateEquiv n z)) := by simpa [s] using hmax | |
| exact trace_potentialMatrix_nonpos_at_localMax | |
| (hu'.comp _ s.contDiff.contDiffAt) (hm'.comp_continuous s.continuous.continuousAt) H hH | |
| end EllipticKernel | |
| namespace EllipticKernel | |
| open Matrix | |
| open scoped ComplexOrder Matrix.Norms.Elementwise ContDiff | |
| variable {n : ℕ} | |
| lemma realInner_coordinate_single (v : EC n) (i : Fin n) (c : ℂ) : | |
| realInner v ((coordinateEquiv n).symm (Pi.single i c)) = (c * star (v i)).re := by | |
| rw [realInner_apply, coordinateEquiv_symm_apply, PiLp.inner_apply] | |
| simp [Pi.single_apply, apply_ite Complex.re, Complex.inner] | |
| lemma pull_rankOne (v : EC n) : | |
| PotentialKaehler.hermitianPartMatrix (pullBilin (rankOne v)) = | |
| (1/4 : ℝ) • Matrix.vecMulVec (coordinateEquiv n v) (star (coordinateEquiv n v)) := by | |
| ext i j | |
| apply Complex.ext <;> | |
| simp [PotentialKaehler.hermitianPartMatrix_apply, PotentialKaehler.hermitianPart, | |
| pullBilin_apply, rankOne, ContinuousLinearMap.smulRight_apply, | |
| realInner_coordinate_single, ← Pi.single_smul, coordinateEquiv_apply, | |
| Complex.mul_re, Complex.mul_im, Matrix.vecMulVec_apply] <;> ring | |
| lemma traceBilin_symbol (H : Matrix (Fin n) (Fin n) ℂ) (hH : H.PosDef) | |
| (v : EC n) (hv : v ≠ 0) : 0 < traceBilin H (rankOne v) := by | |
| have hve : coordinateEquiv n v ≠ 0 := by | |
| intro h | |
| apply hv | |
| exact (coordinateEquiv n).injective (by simpa using h) | |
| have hp := MongeAmpere.linearized_symbol_pos H hH (coordinateEquiv n v) hve | |
| rw [traceBilin_apply, pull_rankOne, Matrix.mul_smul, trace_smul] | |
| simpa only [Complex.smul_re, smul_eq_mul] using mul_pos (by norm_num : (0 : ℝ) < 1/4) hp | |
| end EllipticKernel | |
| namespace Anticanonical.SourceSmooth | |
| open EllipticKernel Set Filter | |
| open scoped ContDiff ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| lemma SmoothRealFunction.continuous (φ : SmoothRealFunction A) : Continuous φ.value := by | |
| apply continuous_iff_continuousAt.mpr | |
| intro x | |
| obtain ⟨i, hi⟩ := A.covers x | |
| have hci : ContinuousAt (φ.localExpression i) (A.chart i x) := | |
| ((φ.smooth i).contDiffAt ((A.chart i).open_target.mem_nhds ((A.chart i).map_source hi))).continuousAt | |
| apply (hci.comp ((A.chart i).continuousAt hi)).congr_of_eventuallyEq | |
| filter_upwards [(A.chart i).eventually_left_inverse hi] with y hy | |
| simp [SmoothRealFunction.localExpression, hy] | |
| lemma SmoothRealFunction.euclidean_smooth (φ : SmoothRealFunction A) (i : Fin A.count) : | |
| ContDiffOn ℝ ∞ (φ.localExpression i ∘ coordinateEquiv d) | |
| ((coordinateEquiv d) ⁻¹' (A.chart i).target) := | |
| (φ.smooth i).comp (coordinateEquiv d).contDiff.contDiffOn (fun _ h => h) | |
| lemma KaehlerMetric.traceBilin_localExpression (g : KaehlerMetric A) (φ : SmoothRealFunction A) | |
| (i : Fin A.count) {z : EC d} (hz : coordinateEquiv d z ∈ (A.chart i).target) : | |
| traceBilin (g.matrix i (coordinateEquiv d z)) | |
| (fderiv ℝ (fderiv ℝ (φ.localExpression i ∘ coordinateEquiv d)) z) = | |
| g.linearizedMongeAmpere φ i (coordinateEquiv d z) := by | |
| have hu := (φ.euclidean_smooth i).contDiffAt | |
| (((A.chart i).open_target.preimage (coordinateEquiv d).continuous).mem_nhds hz) | |
| have he : (φ.localExpression i ∘ coordinateEquiv d) ∘ (coordinateEquiv d).symm = | |
| φ.localExpression i := by | |
| funext w | |
| simp | |
| rw [traceBilin_apply, pullBilin_hessian hu, he] | |
| rfl | |
| lemma KaehlerMetric.harmonic_eventually_constant (g : KaehlerMetric A) | |
| (φ : SmoothRealFunction A) | |
| (hφ : ∀ (i : Fin A.count) (z : Coordinates d), z ∈ (A.chart i).target → | |
| g.linearizedMongeAmpere φ i z = 0) | |
| {x : X} {M : ℝ} (hx : φ.value x = M) (hmax : ∀ y : X, φ.value y ≤ M) : | |
| φ.value =ᶠ[nhds x] fun _ => M := by | |
| obtain ⟨i, hi⟩ := A.covers x | |
| let e := coordinateEquiv d | |
| let U := e ⁻¹' (A.chart i).target | |
| let u := φ.localExpression i ∘ e | |
| let H := fun z => g.matrix i (e z) | |
| have hU : IsOpen U := (A.chart i).open_target.preimage e.continuous | |
| have hu : ContDiffOn ℝ ∞ u U := φ.euclidean_smooth i | |
| have hH : ContinuousOn H U := | |
| (g.smooth i).continuousOn.comp e.continuous.continuousOn (fun _ h => h) | |
| have hp : ∀ z ∈ U, (H z).PosDef := fun z hz => g.positive i (e z) hz | |
| have hh : ∀ z ∈ U, traceBilin (H z) (fderiv ℝ (fderiv ℝ u) z) = 0 := by | |
| intro z hz | |
| exact (g.traceBilin_localExpression φ i hz).trans (hφ i (e z) hz) | |
| have hz : e.symm (A.chart i x) ∈ U := by | |
| simpa [U] using (A.chart i).map_source hi | |
| have hux : u (e.symm (A.chart i x)) = M := by | |
| simpa [u, SmoothRealFunction.localExpression, (A.chart i).left_inv hi] using hx | |
| have heq := harmonic_eventually_eq_of_max hU hu (fun z => traceBilin (H z)) | |
| (traceBilin_continuousOn H hH hp) | |
| (fun z hz v hv => traceBilin_symbol (H z) (hp z hz) v hv) | |
| (fun z hz u hu hm => traceBilin_localMax (H z) (hp z hz) hu hm) | |
| hh hz hux (fun z _ => hmax ((A.chart i).symm (e z))) | |
| have ht : Tendsto (fun y => e.symm (A.chart i y)) (nhds x) | |
| (nhds (e.symm (A.chart i x))) := | |
| e.symm.continuous.continuousAt.comp ((A.chart i).continuousAt hi) | |
| filter_upwards [ht.eventually heq, (A.chart i).eventually_left_inverse hi] with y hy hiy | |
| simpa [u, SmoothRealFunction.localExpression, hiy] using hy | |
| theorem linearizedMongeAmpere_kernel (d : ℕ) (X : Type*) [TopologicalSpace X] | |
| [T2Space X] [CompactSpace X] [ConnectedSpace X] (A : ComplexAtlas d X) | |
| (g : KaehlerMetric A) (φ : SmoothRealFunction A) | |
| (hφ : ∀ (i : Fin A.count) (z : Coordinates d), z ∈ (A.chart i).target → | |
| g.linearizedMongeAmpere φ i z = 0) : | |
| ∃ c : ℝ, ∀ x : X, φ.value x = c := by | |
| obtain ⟨x, _, hx⟩ := isCompact_univ.exists_isMaxOn Set.univ_nonempty φ.continuous.continuousOn | |
| have hmax : ∀ y, φ.value y ≤ φ.value x := fun y => hx (mem_univ y) | |
| let S := {y : X | φ.value y = φ.value x} | |
| have hs : IsClosed S := isClosed_eq φ.continuous continuous_const | |
| have ho : IsOpen S := by | |
| rw [isOpen_iff_mem_nhds] | |
| intro y hy | |
| exact g.harmonic_eventually_constant φ hφ hy hmax | |
| have hall : S = univ := (show IsClopen S from ⟨hs, ho⟩).eq_univ ⟨x, rfl⟩ | |
| exact ⟨φ.value x, fun y => show y ∈ S from hall ▸ mem_univ y⟩ | |
| end Anticanonical.SourceSmooth | |
| namespace Anticanonical.SourceSmooth | |
| open Set Filter | |
| open scoped ContDiff ComplexOrder Matrix.Norms.Elementwise | |
| variable {d : ℕ} {X : Type*} [TopologicalSpace X] {A : ComplexAtlas d X} | |
| namespace SmoothRealFunction | |
| def normalizeAt (φ : SmoothRealFunction A) (x₀ : X) : SmoothRealFunction A where | |
| value x := φ.value x - φ.value x₀ | |
| smooth i := (φ.smooth i).sub contDiffOn_const | |
| @[simp] lemma normalizeAt_value (φ : SmoothRealFunction A) (x₀ : X) : | |
| (φ.normalizeAt x₀).value x₀ = 0 := sub_self _ | |
| lemma hessian_normalizeAt (φ : SmoothRealFunction A) (x₀ : X) : | |
| (φ.normalizeAt x₀).hessian = φ.hessian := by | |
| funext i z | |
| have he : (φ.normalizeAt x₀).localExpression i = | |
| fun w => φ.localExpression i w - φ.value x₀ := rfl | |
| have hd : fderiv ℝ (fun w => φ.localExpression i w - φ.value x₀) = | |
| fderiv ℝ (φ.localExpression i) := by | |
| funext w; exact fderiv_sub_const _ | |
| simp only [hessian, he, PotentialKaehler.potentialMatrix, hd] | |
| end SmoothRealFunction | |
| namespace KaehlerMetric | |
| lemma linearizedMongeAmpere_realSMul (g : KaehlerMetric A) | |
| (φ : SmoothRealFunction A) (c : ℝ) (i : Fin A.count) (z : Coordinates d) : | |
| g.linearizedMongeAmpere (φ.realSMul c) i z = c * g.linearizedMongeAmpere φ i z := by | |
| simp only [linearizedMongeAmpere, SmoothRealFunction.hessian_realSMul, | |
| Matrix.mul_smul, Matrix.trace_smul, smul_eq_mul, Complex.re_ofReal_mul] | |
| lemma linearizedMongeAmpere_normalizeAt (g : KaehlerMetric A) | |
| (φ : SmoothRealFunction A) (x₀ : X) : | |
| g.linearizedMongeAmpere (φ.normalizeAt x₀) = g.linearizedMongeAmpere φ := by | |
| funext i z | |
| unfold linearizedMongeAmpere | |
| rw [SmoothRealFunction.hessian_normalizeAt] | |
| lemma linearized_nonpos_at_globalMax (g : KaehlerMetric A) | |
| (φ : SmoothRealFunction A) {x : X} (hx : ∀ y : X, φ.value y ≤ φ.value x) | |
| (i : Fin A.count) (hi : x ∈ (A.chart i).source) : | |
| g.linearizedMongeAmpere φ i (A.chart i x) ≤ 0 := by | |
| have hs := (φ.smooth i).contDiffAt | |
| ((A.chart i).open_target.mem_nhds ((A.chart i).map_source hi)) | |
| have hm : IsLocalMax (φ.localExpression i) (A.chart i x) := by | |
| apply Filter.Eventually.of_forall | |
| intro z | |
| simpa [SmoothRealFunction.localExpression, (A.chart i).left_inv hi] using | |
| hx ((A.chart i).symm z) | |
| exact EllipticKernel.trace_potentialMatrix_nonpos_at_localMax hs hm _ | |
| (g.positive i _ ((A.chart i).map_source hi)) | |
| theorem no_positive_constant_rhs [CompactSpace X] [Nonempty X] | |
| (g : KaehlerMetric A) (φ : SmoothRealFunction A) {c : ℝ} (hc : 0 < c) : | |
| ¬ (∀ i z, z ∈ (A.chart i).target → g.linearizedMongeAmpere φ i z = c) := by | |
| intro h | |
| obtain ⟨x, _, hx⟩ := isCompact_univ.exists_isMaxOn univ_nonempty φ.continuous.continuousOn | |
| obtain ⟨i, hi⟩ := A.covers x | |
| have hn := g.linearized_nonpos_at_globalMax φ (fun y => hx (mem_univ y)) i hi | |
| rw [h i _ ((A.chart i).map_source hi)] at hn | |
| exact not_le_of_gt hc hn | |
| lemma constant_rhs_eq_zero [CompactSpace X] [Nonempty X] | |
| (g : KaehlerMetric A) (φ : SmoothRealFunction A) {c : ℝ} | |
| (hc : ∀ i z, z ∈ (A.chart i).target → g.linearizedMongeAmpere φ i z = c) : c = 0 := by | |
| have hn : c ≤ 0 := le_of_not_gt (fun h => g.no_positive_constant_rhs φ h hc) | |
| have hp : 0 ≤ c := by | |
| by_contra h | |
| have hc' : 0 < -c := by linarith | |
| apply g.no_positive_constant_rhs (φ.realSMul (-1)) hc' | |
| intro i z hz | |
| rw [linearizedMongeAmpere_realSMul, hc i z hz] | |
| ring | |
| exact le_antisymm hn hp | |
| theorem normalized_augmented_kernel [T2Space X] [CompactSpace X] [ConnectedSpace X] | |
| (g : KaehlerMetric A) (φ : SmoothRealFunction A) (x₀ : X) (c : ℝ) | |
| (hx : φ.value x₀ = 0) | |
| (he : ∀ i z, z ∈ (A.chart i).target → g.linearizedMongeAmpere φ i z + c = 0) : | |
| c = 0 ∧ ∀ x, φ.value x = 0 := by | |
| have hc : -c = 0 := g.constant_rhs_eq_zero φ (by | |
| intro i z hz | |
| linarith [he i z hz]) | |
| have hc₀ : c = 0 := neg_eq_zero.mp hc | |
| obtain ⟨k, hk⟩ := linearizedMongeAmpere_kernel d X A g φ (by | |
| intro i z hz | |
| simpa [hc₀] using he i z hz) | |
| refine ⟨hc₀, fun x => ?_⟩ | |
| rw [hk x, ← hk x₀, hx] | |
| end KaehlerMetric | |
| def HasNormalizedPoissonSolution {d : ℕ} {X : Type*} [TopologicalSpace X] | |
| {A : ComplexAtlas d X} (g : KaehlerMetric A) (x₀ : X) | |
| (f : SmoothRealFunction A) : Prop := | |
| ∃ (φ : SmoothRealFunction A) (c : ℝ), φ.value x₀ = 0 ∧ | |
| ∀ i z, z ∈ (A.chart i).target → | |
| g.linearizedMongeAmpere φ i z + c = f.localExpression i z | |
| end Anticanonical.SourceSmooth | |
| end | |
| end | |
| end | |
| end | |
| end | |
| end | |
| end | |
| end | |
| end OAI | |