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| import Mathlib | |
| namespace OAI | |
| /-! The variational angle functional for a conformal circle packing. -/ | |
| section | |
| section | |
| section | |
| section | |
| namespace CannonPackingGeometry | |
| open Set Filter Topology MeasureTheory | |
| noncomputable section | |
| def angleGradient (θ : ℝ) : ℝ := Real.log (Real.sin (θ/2)) - Real.log (Real.cos (θ/2)) | |
| def angleEntropy (θ : ℝ) : ℝ := | |
| 2 * ((∫ x in (0:ℝ)..θ/2, Real.log (Real.sin x)) - | |
| (∫ x in (0:ℝ)..θ/2, Real.log (Real.cos x))) | |
| lemma angleEntropy_continuous : Continuous angleEntropy := by | |
| have hs : Continuous (fun θ : ℝ => ∫ x in (0:ℝ)..θ, Real.log (Real.sin x)) := | |
| intervalIntegral.continuous_primitive (fun _ _ => intervalIntegrable_log_sin) 0 | |
| have hc : Continuous (fun θ : ℝ => ∫ x in (0:ℝ)..θ, Real.log (Real.cos x)) := | |
| intervalIntegral.continuous_primitive (fun _ _ => intervalIntegrable_log_cos) 0 | |
| exact continuous_const.mul ((hs.comp (by fun_prop)).sub (hc.comp (by fun_prop))) | |
| lemma half_trig_pos {θ : ℝ} (hθ : θ ∈ Ioo (0:ℝ) Real.pi) : | |
| 0 < Real.sin (θ/2) ∧ 0 < Real.cos (θ/2) := by | |
| rcases hθ with ⟨hθ0,hθπ⟩ | |
| exact ⟨Real.sin_pos_of_pos_of_lt_pi (by linarith) (by linarith [Real.pi_pos]), | |
| Real.cos_pos_of_mem_Ioo ⟨by linarith [Real.pi_pos],by linarith⟩⟩ | |
| lemma angleGradient_continuousAt {θ : ℝ} (hθ : θ ∈ Ioo (0:ℝ) Real.pi) : | |
| ContinuousAt angleGradient θ := by | |
| have hh := half_trig_pos hθ | |
| unfold angleGradient | |
| apply ContinuousAt.sub | |
| · apply ContinuousAt.log | |
| · exact (Real.continuous_sin.comp (continuous_id.div_const 2)).continuousAt | |
| · exact hh.1.ne' | |
| · apply ContinuousAt.log | |
| · exact (Real.continuous_cos.comp (continuous_id.div_const 2)).continuousAt | |
| · exact hh.2.ne' | |
| lemma angleEntropy_hasDerivAt {θ : ℝ} (hθ : θ ∈ Ioo (0:ℝ) Real.pi) : | |
| HasDerivAt angleEntropy (angleGradient θ) θ := by | |
| have hh := half_trig_pos hθ | |
| have hs := intervalIntegral.integral_hasDerivAt_right | |
| (show IntervalIntegrable (fun x => Real.log (Real.sin x)) volume 0 (θ/2) from intervalIntegrable_log_sin) | |
| ((Real.measurable_log.comp Real.continuous_sin.measurable).stronglyMeasurable.stronglyMeasurableAtFilter) | |
| ((Real.continuousAt_log hh.1.ne').comp Real.continuous_sin.continuousAt) | |
| have hc := intervalIntegral.integral_hasDerivAt_right | |
| (show IntervalIntegrable (fun x => Real.log (Real.cos x)) volume 0 (θ/2) from intervalIntegrable_log_cos) | |
| ((Real.measurable_log.comp Real.continuous_cos.measurable).stronglyMeasurable.stronglyMeasurableAtFilter) | |
| ((Real.continuousAt_log hh.2.ne').comp Real.continuous_cos.continuousAt) | |
| have hd := ((hs.comp θ ((hasDerivAt_id θ).div_const 2)).sub | |
| (hc.comp θ ((hasDerivAt_id θ).div_const 2))).const_mul 2 | |
| have heq : 2 * (Real.log (Real.sin (θ/2))*(1/2) - Real.log (Real.cos (θ/2))*(1/2)) = angleGradient θ := by | |
| unfold angleGradient | |
| ring | |
| rw [heq] at hd | |
| exact hd | |
| lemma angleGradient_zero_limit : Tendsto angleGradient (𝓝[>] (0:ℝ)) atBot := by | |
| have hs : Tendsto (fun θ : ℝ => Real.sin (θ/2)) (𝓝[>] (0:ℝ)) (𝓝[>] (0:ℝ)) := by | |
| apply tendsto_nhdsWithin_iff.mpr | |
| constructor | |
| · simpa using (show Continuous (fun θ : ℝ => Real.sin (θ/2)) by fun_prop).continuousAt.tendsto.mono_left | |
| (show 𝓝[>] (0:ℝ) ≤ 𝓝 (0:ℝ) from nhdsWithin_le_nhds) | |
| · filter_upwards [Ioo_mem_nhdsGT (show (0:ℝ) < Real.pi from Real.pi_pos)] with θ hθ | |
| exact (half_trig_pos hθ).1 | |
| have hlog := Real.tendsto_log_nhdsGT_zero.comp hs | |
| have hc : Tendsto (fun θ : ℝ => -Real.log (Real.cos (θ/2))) (𝓝[>] (0:ℝ)) (𝓝 0) := by | |
| have hh : ContinuousAt (fun θ : ℝ => -Real.log (Real.cos (θ/2))) 0 := by | |
| apply ContinuousAt.neg | |
| apply ContinuousAt.log | |
| · fun_prop | |
| · norm_num | |
| simpa using hh.tendsto.mono_left (show 𝓝[>] (0:ℝ) ≤ 𝓝 (0:ℝ) from nhdsWithin_le_nhds) | |
| change Tendsto (fun x : ℝ => Real.log (Real.sin (x/2)) - Real.log (Real.cos (x/2))) _ _ | |
| simpa only [sub_eq_add_neg,Function.comp_def] using hlog.atBot_add hc | |
| lemma angleGradient_pi_sub (θ : ℝ) : angleGradient (Real.pi-θ) = -angleGradient θ := by | |
| unfold angleGradient | |
| have heq : (Real.pi-θ)/2=Real.pi/2-θ/2 := by ring | |
| rw [heq,Real.sin_pi_div_two_sub,Real.cos_pi_div_two_sub] | |
| ring | |
| lemma angleGradient_pi_limit : Tendsto angleGradient (𝓝[<] Real.pi) atTop := by | |
| have ht : Tendsto (fun θ : ℝ => Real.pi-θ) (𝓝[<] Real.pi) (𝓝[>] (0:ℝ)) := by | |
| have hh := (show ContinuousWithinAt (fun θ : ℝ => Real.pi-θ) (Iio Real.pi) Real.pi from | |
| (continuous_const.sub continuous_id).continuousWithinAt).tendsto_nhdsWithin | |
| (show MapsTo (fun θ : ℝ => Real.pi-θ) (Iio Real.pi) (Ioi (0:ℝ)) by intro θ hθ; exact sub_pos.mpr (show θ < Real.pi from hθ)) | |
| simpa using hh | |
| have hh := tendsto_neg_atBot_atTop.comp (angleGradient_zero_limit.comp ht) | |
| simpa only [Function.comp_def,angleGradient_pi_sub,neg_neg] using hh | |
| end | |
| end CannonPackingGeometry | |
| namespace CannonPackingGeometry | |
| open Set Filter Topology | |
| noncomputable section | |
| variable {I : Type*} [Fintype I] | |
| def angleMove (x s t : ℝ) : ℝ := x+t*(s-x) | |
| lemma angleMove_interior {x s t : ℝ} (hx : x ∈ Icc (0:ℝ) Real.pi) | |
| (hs : s ∈ Ioo (0:ℝ) Real.pi) (ht : t ∈ Ioo (0:ℝ) 1) : | |
| angleMove x s t ∈ Ioo (0:ℝ) Real.pi := by | |
| rcases hx with ⟨hx0,hxπ⟩ | |
| rcases hs with ⟨hs0,hsπ⟩ | |
| rcases ht with ⟨ht0,ht1⟩ | |
| unfold angleMove | |
| have h0 := mul_nonneg (sub_nonneg.mpr ht1.le) hx0 | |
| have h1 := mul_pos ht0 hs0 | |
| have h2 := mul_nonneg (sub_nonneg.mpr ht1.le) (sub_nonneg.mpr hxπ) | |
| have h3 := mul_pos ht0 (sub_pos.mpr hsπ) | |
| constructor <;> nlinarith | |
| lemma angleMove_hasDerivAt (x s t : ℝ) : HasDerivAt (angleMove x s) (s-x) t := by | |
| unfold angleMove | |
| simpa only [id_eq,one_mul] using ((hasDerivAt_id t).mul_const (s-x)).const_add x | |
| def segmentGradient (x s : ℝ) (t : ℝ) := (s-x)*angleGradient (angleMove x s t) | |
| lemma segmentGradient_boundary {x s : ℝ} (hs : s ∈ Ioo (0:ℝ) Real.pi) | |
| (hx : x=0 ∨ x=Real.pi) : | |
| Tendsto (segmentGradient x s) (𝓝[>] (0:ℝ)) atBot := by | |
| rcases hx with rfl | rfl | |
| · have ht : Tendsto (angleMove 0 s) (𝓝[>] (0:ℝ)) (𝓝[>] (0:ℝ)) := by | |
| apply tendsto_nhdsWithin_iff.mpr | |
| constructor | |
| · simpa [angleMove] using (angleMove_hasDerivAt 0 s 0).continuousAt.tendsto.mono_left | |
| (show 𝓝[>] (0:ℝ) ≤ 𝓝 (0:ℝ) from nhdsWithin_le_nhds) | |
| · filter_upwards [Ioo_mem_nhdsGT (show (0:ℝ)<1 by norm_num)] with t ht | |
| exact (angleMove_interior ⟨le_rfl,Real.pi_pos.le⟩ hs ht).1 | |
| change Tendsto (fun t => (s-0)*angleGradient (angleMove 0 s t)) _ _ | |
| simpa only [Function.comp_def] using | |
| (angleGradient_zero_limit.comp ht).const_mul_atBot (show 0 < s-0 by simpa using hs.1) | |
| · have ht : Tendsto (angleMove Real.pi s) (𝓝[>] (0:ℝ)) (𝓝[<] Real.pi) := by | |
| apply tendsto_nhdsWithin_iff.mpr | |
| constructor | |
| · simpa [angleMove] using (angleMove_hasDerivAt Real.pi s 0).continuousAt.tendsto.mono_left | |
| (show 𝓝[>] (0:ℝ) ≤ 𝓝 (0:ℝ) from nhdsWithin_le_nhds) | |
| · filter_upwards [Ioo_mem_nhdsGT (show (0:ℝ)<1 by norm_num)] with t ht | |
| exact (angleMove_interior ⟨Real.pi_pos.le,le_rfl⟩ hs ht).2 | |
| exact (angleGradient_pi_limit.comp ht).const_mul_atTop_of_neg (sub_neg.mpr hs.2) | |
| lemma segmentGradient_bounded_above {x s : ℝ} (hx : x ∈ Icc (0:ℝ) Real.pi) | |
| (hs : s ∈ Ioo (0:ℝ) Real.pi) : | |
| ∃ C : ℝ, ∀ᶠ t in 𝓝[>] (0:ℝ), segmentGradient x s t ≤ C := by | |
| by_cases hb : x=0 ∨ x=Real.pi | |
| · exact ⟨0,(segmentGradient_boundary hs hb).eventually (eventually_le_atBot 0)⟩ | |
| · have hi : x ∈ Ioo (0:ℝ) Real.pi := | |
| ⟨lt_of_le_of_ne hx.1 (fun h => hb (Or.inl h.symm)), | |
| lt_of_le_of_ne hx.2 (fun h => hb (Or.inr h))⟩ | |
| have h : ContinuousAt (segmentGradient x s) 0 := by | |
| apply ContinuousAt.const_mul | |
| have hh : ContinuousAt angleGradient (angleMove x s 0) := by | |
| simpa only [angleMove,zero_mul,add_zero] using angleGradient_continuousAt hi | |
| exact hh.comp (angleMove_hasDerivAt x s 0).continuousAt | |
| refine ⟨segmentGradient x s 0+1,?_⟩ | |
| exact (h.tendsto.mono_left nhdsWithin_le_nhds).eventually | |
| (eventually_le_nhds (by linarith)) | |
| lemma sum_tendsto_atBot_of_one {F : I → ℝ → ℝ} {l : Filter ℝ} (j : I) | |
| (hj : Tendsto (F j) l atBot) (hB : ∀ i, ∃ C : ℝ, ∀ᶠ t in l, F i t ≤ C) : | |
| Tendsto (fun t => ∑ i, F i t) l atBot := by | |
| classical | |
| choose C hC using hB | |
| apply tendsto_atBot.mpr | |
| intro b | |
| have hc : ∀ᶠ t in l, ∀ i, F i t ≤ C i := Filter.eventually_all.mpr hC | |
| filter_upwards [hc,hj.eventually (eventually_le_atBot (b-∑ i ∈ Finset.univ.erase j,C i))] with t hCt hjt | |
| rw [← Finset.add_sum_erase _ _ (Finset.mem_univ j)] | |
| have hh := Finset.sum_le_sum (s:=Finset.univ.erase j) (fun i _ => hCt i) | |
| linarith | |
| lemma entropy_segment_hasDerivAt (x s : I → ℝ) {t : ℝ} | |
| (hx : ∀ i, x i ∈ Icc (0:ℝ) Real.pi) (hs : ∀ i, s i ∈ Ioo (0:ℝ) Real.pi) | |
| (ht : t ∈ Ioo (0:ℝ) 1) : | |
| HasDerivAt (fun u => ∑ i, angleEntropy (angleMove (x i) (s i) u)) | |
| (∑ i, segmentGradient (x i) (s i) t) t := by | |
| apply HasDerivAt.fun_sum | |
| intro i _ | |
| unfold segmentGradient | |
| convert! (angleEntropy_hasDerivAt (angleMove_interior (hx i) (hs i) ht)).comp t | |
| (angleMove_hasDerivAt (x i) (s i) t) using 1 | |
| ring | |
| theorem entropy_boundary_descent (x s : I → ℝ) | |
| (hx : ∀ i, x i ∈ Icc (0:ℝ) Real.pi) (hs : ∀ i, s i ∈ Ioo (0:ℝ) Real.pi) | |
| (hb : ∃ j, x j=0 ∨ x j=Real.pi) : | |
| ∃ t ∈ Ioo (0:ℝ) 1, | |
| (∑ i, angleEntropy (angleMove (x i) (s i) t)) < ∑ i, angleEntropy (x i) := by | |
| obtain ⟨j,hj⟩ := hb | |
| have hg : Tendsto (fun t => ∑ i, segmentGradient (x i) (s i) t) (𝓝[>] (0:ℝ)) atBot := | |
| sum_tendsto_atBot_of_one j (segmentGradient_boundary (hs j) hj) | |
| (fun i => segmentGradient_bounded_above (hx i) (hs i)) | |
| have hn := hg.eventually (eventually_lt_atBot (0:ℝ)) | |
| obtain ⟨ε,hε,hne⟩ := Metric.mem_nhdsWithin_iff.mp hn | |
| let e : ℝ := min (ε/2) (1/2) | |
| have he : 0<e := lt_min (by positivity) (by norm_num) | |
| have heε : e<ε := lt_of_le_of_lt (min_le_left _ _) (by linarith) | |
| have he1 : e<1 := lt_of_le_of_lt (min_le_right _ _) (by norm_num) | |
| have hanti : StrictAntiOn (fun t => ∑ i, angleEntropy (angleMove (x i) (s i) t)) (Icc 0 e) := by | |
| apply strictAntiOn_of_deriv_neg (convex_Icc _ _) | |
| · apply Continuous.continuousOn | |
| apply continuous_finsetSum | |
| intro i _ | |
| exact angleEntropy_continuous.comp (by unfold angleMove; fun_prop) | |
| · intro t ht | |
| rw [interior_Icc] at ht | |
| have ht1 : t ∈ Ioo (0:ℝ) 1 := ⟨ht.1,ht.2.trans he1⟩ | |
| rw [(entropy_segment_hasDerivAt x s hx hs ht1).deriv] | |
| apply hne | |
| exact ⟨by rw [Metric.mem_ball,dist_zero_right,Real.norm_eq_abs,abs_of_pos ht.1]; exact ht.2.trans heε,ht.1⟩ | |
| refine ⟨e,⟨he,he1⟩,?_⟩ | |
| simpa [angleMove] using hanti (show (0:ℝ)∈Icc 0 e from ⟨le_rfl,he.le⟩) | |
| (show e∈Icc 0 e from ⟨he.le,le_rfl⟩) he | |
| end | |
| end CannonPackingGeometry | |
| namespace CannonPackingGeometry | |
| open Set Filter Topology | |
| noncomputable section | |
| variable {I J : Type*} [Fintype I] [Fintype J] | |
| def angleSum (x : I → ℝ) : ℝ := ∑ i, angleEntropy (x i) | |
| def angleFeasible (L : J → (I → ℝ) →L[ℝ] ℝ) (b : J → ℝ) : Set (I → ℝ) := | |
| {x | (∀ i, x i ∈ Icc (0:ℝ) Real.pi) ∧ ∀ j, L j x=b j} | |
| lemma angleSum_continuous : Continuous (angleSum (I:=I)) := by | |
| apply continuous_finsetSum | |
| intro i _ | |
| exact angleEntropy_continuous.comp (continuous_apply i) | |
| omit [Fintype I] [Fintype J] in | |
| lemma angleFeasible_compact (L : J → (I → ℝ) →L[ℝ] ℝ) (b : J → ℝ) : | |
| IsCompact (angleFeasible L b) := by | |
| have hc : IsClosed {x : I → ℝ | ∀ j, L j x=b j} := by | |
| simp only [Set.ofPred_forall] | |
| exact isClosed_iInter (fun j => isClosed_eq (L j).continuous continuous_const) | |
| have heq : angleFeasible L b = (Set.univ.pi (fun _ : I => Icc (0:ℝ) Real.pi)) ∩ | |
| {x | ∀ j, L j x=b j} := by | |
| ext x | |
| simp only [angleFeasible,Set.mem_ofPred_eq,Set.mem_inter_iff,Set.mem_pi,Set.mem_univ,true_implies] | |
| rw [heq] | |
| exact (isCompact_univ_pi (fun _ : I => isCompact_Icc)).inter_right hc | |
| omit [Fintype J] in | |
| theorem exists_interior_angle_minimizer (L : J → (I → ℝ) →L[ℝ] ℝ) (b : J → ℝ) | |
| (s : I → ℝ) (hs : ∀ i, s i ∈ Ioo (0:ℝ) Real.pi) (hsL : ∀ j, L j s=b j) : | |
| ∃ x : I → ℝ, (∀ i, x i ∈ Ioo (0:ℝ) Real.pi) ∧ (∀ j, L j x=b j) ∧ | |
| IsMinOn angleSum (angleFeasible L b) x := by | |
| have hsK : s ∈ angleFeasible L b := ⟨fun i => ⟨(hs i).1.le,(hs i).2.le⟩,hsL⟩ | |
| obtain ⟨x,hxK,hmin⟩ := (angleFeasible_compact L b).exists_isMinOn ⟨s,hsK⟩ angleSum_continuous.continuousOn | |
| have hnob : ¬∃ i, x i=0 ∨ x i=Real.pi := by | |
| intro hb | |
| obtain ⟨t,ht,hdes⟩ := entropy_boundary_descent x s hxK.1 hs hb | |
| have hyK : (fun i => angleMove (x i) (s i) t) ∈ angleFeasible L b := by | |
| constructor | |
| · intro i | |
| exact ⟨(angleMove_interior (hxK.1 i) (hs i) ht).1.le, | |
| (angleMove_interior (hxK.1 i) (hs i) ht).2.le⟩ | |
| · intro j | |
| change L j (x + t • (s-x))=b j | |
| rw [map_add,map_smul,map_sub,hxK.2 j,hsL j] | |
| simp | |
| exact (not_lt_of_ge (hmin hyK)) hdes | |
| refine ⟨x,fun i => ⟨?_,?_⟩,hxK.2,hmin⟩ | |
| · exact lt_of_le_of_ne (hxK.1 i).1 (fun h => hnob ⟨i,Or.inl h.symm⟩) | |
| · exact lt_of_le_of_ne (hxK.1 i).2 (fun h => hnob ⟨i,Or.inr h⟩) | |
| lemma angleSum_line_derivative (x v : I → ℝ) (hx : ∀ i, x i ∈ Ioo (0:ℝ) Real.pi) : | |
| HasDerivAt (fun t : ℝ => angleSum (x+t • v)) (∑ i, angleGradient (x i)*v i) 0 := by | |
| apply HasDerivAt.fun_sum | |
| intro i _ | |
| have hinner : HasDerivAt (fun t : ℝ => x i+t*v i) (v i) 0 := by | |
| simpa only [id_eq,one_mul] using ((hasDerivAt_id (0:ℝ)).mul_const (v i)).const_add (x i) | |
| have ho : HasDerivAt angleEntropy (angleGradient (x i)) (x i+0*v i) := by | |
| simpa only [zero_mul,add_zero] using angleEntropy_hasDerivAt (hx i) | |
| have hd := ho.comp 0 hinner | |
| exact hd | |
| omit [Fintype J] in | |
| lemma angle_minimizer_stationary (L : J → (I → ℝ) →L[ℝ] ℝ) (b : J → ℝ) | |
| (x : I → ℝ) (hx : ∀ i, x i ∈ Ioo (0:ℝ) Real.pi) (hxL : ∀ j, L j x=b j) | |
| (hmin : IsMinOn angleSum (angleFeasible L b) x) | |
| (v : I → ℝ) (hv : ∀ j, L j v=0) : ∑ i, angleGradient (x i)*v i=0 := by | |
| have he : ∀ᶠ t : ℝ in 𝓝 0, ∀ i, x i+t*v i ∈ Ioo (0:ℝ) Real.pi := by | |
| apply Filter.eventually_all.mpr | |
| intro i | |
| have h : ContinuousAt (fun t : ℝ => x i+t*v i) 0 := by fun_prop | |
| have hh := h.tendsto.eventually (Ioo_mem_nhds (show 0<x i+0*v i by simpa using (hx i).1) | |
| (show x i+0*v i<Real.pi by simpa using (hx i).2)) | |
| exact hh | |
| have hm : IsLocalMin (fun t : ℝ => angleSum (x+t • v)) 0 := by | |
| filter_upwards [he] with t ht | |
| simp only [zero_smul,add_zero] | |
| apply hmin | |
| constructor | |
| · intro i | |
| exact ⟨(ht i).1.le,(ht i).2.le⟩ | |
| · intro j | |
| rw [map_add,map_smul,hxL j,hv j,smul_zero,add_zero] | |
| exact hm.hasDerivAt_eq_zero (angleSum_line_derivative x v hx) | |
| end | |
| end CannonPackingGeometry | |
| namespace CannonPackingGeometry | |
| open Set Filter Topology | |
| noncomputable section | |
| variable {I J : Type*} [Fintype I] [Fintype J] | |
| theorem exists_angle_multipliers [DecidableEq I] (L : J → (I → ℝ) →L[ℝ] ℝ) (b : J → ℝ) | |
| (s : I → ℝ) (hs : ∀ i, s i ∈ Ioo (0:ℝ) Real.pi) (hsL : ∀ j, L j s=b j) : | |
| ∃ (x : I → ℝ) (c : J → ℝ), (∀ i, x i ∈ Ioo (0:ℝ) Real.pi) ∧ (∀ j, L j x=b j) ∧ | |
| ∀ i, angleGradient (x i) = ∑ j, c j * L j (Pi.single i 1) := by | |
| classical | |
| obtain ⟨x,hx,hxL,hmin⟩ := exists_interior_angle_minimizer L b s hs hsL | |
| let K : (I → ℝ) →ₗ[ℝ] ℝ := ∑ i, angleGradient (x i) • LinearMap.proj i | |
| have hK (v : I → ℝ) : K v=∑ i, angleGradient (x i)*v i := by | |
| simp only [K,LinearMap.sum_apply,LinearMap.smul_apply,LinearMap.proj_apply,smul_eq_mul] | |
| have hker : (⨅ j, LinearMap.ker (L j).toLinearMap) ≤ LinearMap.ker K := by | |
| intro v hv | |
| change K v=0 | |
| rw [hK] | |
| apply angle_minimizer_stationary L b x hx hxL hmin v | |
| intro j | |
| exact ((Submodule.mem_iInf _).mp hv j) | |
| obtain ⟨c,hc⟩ := (Submodule.mem_span_range_iff_exists_fun ℝ).mp (mem_span_of_iInf_ker_le_ker hker) | |
| refine ⟨x,c,hx,hxL,fun i => ?_⟩ | |
| have he := LinearMap.congr_fun hc (Pi.single i (1:ℝ)) | |
| rw [hK] at he | |
| simpa only [LinearMap.sum_apply,LinearMap.smul_apply,ContinuousLinearMap.coe_coe,smul_eq_mul, | |
| Pi.single_apply,mul_ite,Finset.sum_ite_irrel,Finset.mem_univ,ite_true,mul_one,mul_zero, | |
| Finset.sum_ite_eq',Finset.sum_ite_eq] using he.symm | |
| end | |
| end CannonPackingGeometry | |
| namespace CannonPackingGeometry | |
| open Set | |
| noncomputable section | |
| variable {F V : Type*} [Fintype F] [Fintype V] [DecidableEq F] [DecidableEq V] | |
| def faceCornerSum (f : F) : ((F × Fin 3) → ℝ) →L[ℝ] ℝ := | |
| ∑ k : Fin 3, ContinuousLinearMap.proj (f,k) | |
| def vertexCornerSum (vertex : F × Fin 3 → V) (v : V) : ((F × Fin 3) → ℝ) →L[ℝ] ℝ := | |
| ∑ i : F × Fin 3, if vertex i=v then ContinuousLinearMap.proj i else 0 | |
| def cornerConstraint (vertex : F × Fin 3 → V) : | |
| (F ⊕ V) → ((F × Fin 3) → ℝ) →L[ℝ] ℝ := | |
| Sum.elim faceCornerSum (vertexCornerSum vertex) | |
| omit [Fintype V] [DecidableEq F] in | |
| lemma vertexCornerSum_apply (vertex : F × Fin 3 → V) (v : V) (θ : F × Fin 3 → ℝ) : | |
| vertexCornerSum vertex v θ=∑ i : F × Fin 3, if vertex i=v then θ i else 0 := by | |
| unfold vertexCornerSum | |
| rw [sum_apply] | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| split_ifs <;> rfl | |
| omit [Fintype F] in | |
| lemma faceCornerSum_single (f : F) (i : F × Fin 3) : | |
| faceCornerSum f (Pi.single i 1) = if f=i.1 then 1 else 0 := by | |
| classical | |
| rcases i with ⟨g,k⟩ | |
| by_cases hfg : f=g | |
| · subst g | |
| simp [faceCornerSum,ContinuousLinearMap.proj_apply, | |
| Pi.single_apply,Prod.mk.injEq] | |
| · simp [faceCornerSum,ContinuousLinearMap.proj_apply,Prod.mk.injEq,hfg] | |
| omit [Fintype V] in | |
| lemma vertexCornerSum_single (vertex : F × Fin 3 → V) (v : V) (i : F × Fin 3) : | |
| vertexCornerSum vertex v (Pi.single i 1) = if vertex i=v then 1 else 0 := by | |
| classical | |
| simp only [vertexCornerSum,sum_apply] | |
| have he : ∀ j : F × Fin 3, | |
| (if vertex j=v then ContinuousLinearMap.proj j else (0 : ((F × Fin 3) → ℝ) →L[ℝ] ℝ)) (Pi.single i 1) = | |
| if j=i then (if vertex i=v then 1 else 0) else 0 := by | |
| intro j | |
| by_cases hji : j=i | |
| · subst j | |
| by_cases hv : vertex i=v <;> simp [hv] | |
| · by_cases hv : vertex j=v <;> simp [hv,hji] | |
| simp_rw [he] | |
| simp | |
| lemma exp_angleGradient {θ : ℝ} (hθ : θ ∈ Ioo (0:ℝ) Real.pi) : | |
| Real.exp (angleGradient θ)=Real.tan (θ/2) := by | |
| have hh := half_trig_pos hθ | |
| rw [Real.tan_eq_sin_div_cos,angleGradient,← Real.log_div hh.1.ne' hh.2.ne'] | |
| exact Real.exp_log (div_pos hh.1 hh.2) | |
| theorem coherent_angles_give_radii (vertex : F × Fin 3 → V) (target : V → ℝ) | |
| (s : F × Fin 3 → ℝ) (hs : ∀ i, s i ∈ Ioo (0:ℝ) Real.pi) | |
| (hsface : ∀ f, ∑ k : Fin 3, s (f,k)=Real.pi) | |
| (hsvertex : ∀ v, (∑ i : F × Fin 3, if vertex i=v then s i else 0)=target v) : | |
| ∃ (θ : F × Fin 3 → ℝ) (r : V → ℝ) (q : F → ℝ), | |
| (∀ i, θ i ∈ Ioo (0:ℝ) Real.pi) ∧ | |
| (∀ f, ∑ k : Fin 3, θ (f,k)=Real.pi) ∧ | |
| (∀ v, (∑ i : F × Fin 3, if vertex i=v then θ i else 0)=target v) ∧ | |
| (∀ v, 0<r v) ∧ (∀ f, 0<q f) ∧ | |
| ∀ i, Real.tan (θ i/2)=q i.1/r (vertex i) := by | |
| classical | |
| let L := cornerConstraint vertex | |
| let b : F ⊕ V → ℝ := Sum.elim (fun _ => Real.pi) target | |
| have hsL : ∀ j, L j s=b j := by | |
| intro j | |
| cases j with | |
| | inl f => simpa [L,b,cornerConstraint,faceCornerSum,sum_apply] using hsface f | |
| | inr v => | |
| simpa only [L,b,cornerConstraint,Sum.elim_inr,vertexCornerSum_apply] using hsvertex v | |
| obtain ⟨θ,c,hθ,hθL,hgrad⟩ := exists_angle_multipliers L b s hs hsL | |
| refine ⟨θ,(fun v => Real.exp (-c (Sum.inr v))),(fun f => Real.exp (c (Sum.inl f))), | |
| hθ,?_,?_,fun _ => Real.exp_pos _,fun _ => Real.exp_pos _,?_⟩ | |
| · intro f | |
| simpa [L,b,cornerConstraint,faceCornerSum,sum_apply] using hθL (Sum.inl f) | |
| · intro v | |
| simpa only [L,b,cornerConstraint,Sum.elim_inr,vertexCornerSum_apply] using hθL (Sum.inr v) | |
| · intro i | |
| have he : angleGradient (θ i)=c (Sum.inl i.1)+c (Sum.inr (vertex i)) := by | |
| rw [hgrad, Fintype.sum_sum_type] | |
| simp only [L,cornerConstraint,Sum.elim_inl,Sum.elim_inr, | |
| faceCornerSum_single,vertexCornerSum_single,mul_ite,mul_one,mul_zero] | |
| simp [eq_comm] | |
| rw [← exp_angleGradient (hθ i),he,← Real.exp_sub] | |
| congr 1 | |
| ring | |
| end | |
| end CannonPackingGeometry | |
| end | |
| section | |
| noncomputable section | |
| namespace CannonPackingGeometry | |
| open Finset Function | |
| variable {V F : Type*} [Fintype V] [Fintype F] [DecidableEq V] [DecidableEq F] | |
| def neighborFaces (R : V → F → Prop) [DecidableRel R] (S : Finset V) : Finset F := | |
| univ.filter (fun f => ∃ v∈S, R v f) | |
| omit [DecidableEq F] in | |
| theorem weighted_hall_equiv (R : V → F → Prop) [DecidableRel R] | |
| (d : V → ℕ) (c : F → ℕ) | |
| (hcut : ∀ S : Finset V, ∑ v∈S, d v ≤ ∑ f∈neighborFaces R S, c f) | |
| (htotal : ∑ v, d v = ∑ f, c f) : | |
| ∃ e : (Σ v, Fin (d v)) ≃ (Σ f, Fin (c f)), ∀ a, R a.1 (e a).1 := by | |
| classical | |
| let A := Σ v, Fin (d v) | |
| let B := Σ f, Fin (c f) | |
| have hh : ∀ S : Finset A, | |
| S.card ≤ (univ.filter (fun b : B => ∃ a∈S, R a.1 b.1)).card := by | |
| intro S | |
| let T : Finset V := S.image Sigma.fst | |
| have hS : S ⊆ T.sigma (fun v => (univ : Finset (Fin (d v)))) := by | |
| intro a ha | |
| exact mem_sigma.mpr ⟨mem_image.mpr ⟨a,ha,rfl⟩,mem_univ _⟩ | |
| have hN : (univ.filter (fun b : B => ∃ a∈S, R a.1 b.1)) = | |
| (neighborFaces R T).sigma (fun f => (univ : Finset (Fin (c f)))) := by | |
| ext b | |
| constructor | |
| · intro hb | |
| obtain ⟨a,ha,hR⟩ := (mem_filter.mp hb).2 | |
| apply Finset.mem_sigma.mpr | |
| exact ⟨mem_filter.mpr ⟨mem_univ _,a.1,mem_image.mpr ⟨a,ha,rfl⟩,hR⟩, | |
| mem_univ _⟩ | |
| · intro hb | |
| have hb' := Finset.mem_sigma.mp hb | |
| obtain ⟨v,hv,hR⟩ := (mem_filter.mp hb'.1).2 | |
| obtain ⟨a,ha,hav⟩ := mem_image.mp hv | |
| apply mem_filter.mpr | |
| exact ⟨mem_univ _,a,ha,hav.symm ▸ hR⟩ | |
| calc | |
| S.card ≤ (T.sigma (fun v => (univ : Finset (Fin (d v))))).card := card_le_card hS | |
| _ = ∑ v∈T, d v := by simp [card_sigma] | |
| _ ≤ ∑ f∈neighborFaces R T, c f := hcut T | |
| _ = (univ.filter (fun b : B => ∃ a∈S, R a.1 b.1)).card := by rw [hN,card_sigma]; simp only [card_univ,Fintype.card_fin] | |
| obtain ⟨g,hg,hgR⟩ := (Fintype.all_card_le_filter_rel_iff_exists_injective | |
| (fun (a : A) (b : B) => R a.1 b.1)).mp hh | |
| have hcard : Fintype.card A = Fintype.card B := by | |
| simpa [A,B,Fintype.card_sigma] using htotal | |
| exact ⟨Equiv.ofBijective g ((Fintype.bijective_iff_injective_and_card g).mpr ⟨hg,hcard⟩),hgR⟩ | |
| theorem integer_transport (R : V → F → Prop) [DecidableRel R] | |
| (d : V → ℕ) (c : F → ℕ) | |
| (hcut : ∀ S : Finset V, ∑ v∈S, d v ≤ ∑ f∈neighborFaces R S, c f) | |
| (htotal : ∑ v, d v = ∑ f, c f) : | |
| ∃ w : V → F → ℕ, | |
| (∀ v, ∑ f, w v f = d v) ∧ (∀ f, ∑ v, w v f = c f) ∧ | |
| ∀ v f, ¬R v f → w v f=0 := by | |
| classical | |
| obtain ⟨e,he⟩ := weighted_hall_equiv R d c hcut htotal | |
| let A := Σ v, Fin (d v) | |
| let B := Σ f, Fin (c f) | |
| let w : V → F → ℕ := fun v f => | |
| ∑ a : A, if a.1=v ∧ (e a).1=f then 1 else 0 | |
| refine ⟨w,?_,?_,?_⟩ | |
| · intro v | |
| dsimp only [w] | |
| rw [sum_comm] | |
| calc | |
| (∑ a : A, ∑ f, if a.1=v ∧ (e a).1=f then 1 else 0) = | |
| ∑ a : A, if a.1=v then 1 else 0 := by | |
| apply sum_congr rfl | |
| intro a _ | |
| by_cases ha : a.1=v <;> simp [ha] | |
| _ = d v := by | |
| change (∑ a : (Σ v, Fin (d v)), if a.1=v then 1 else 0)=d v | |
| rw [Fintype.sum_sigma] | |
| calc | |
| _ = ∑ x : V, if x=v then d x else 0 := by | |
| apply sum_congr rfl | |
| intro x _ | |
| by_cases h : x=v <;> simp [h] | |
| _ = d v := by simp | |
| · intro f | |
| dsimp only [w] | |
| rw [sum_comm] | |
| calc | |
| (∑ a : A, ∑ v, if a.1=v ∧ (e a).1=f then 1 else 0) = | |
| ∑ a : A, if (e a).1=f then 1 else 0 := by | |
| apply sum_congr rfl | |
| intro a _ | |
| by_cases ha : (e a).1=f <;> simp [ha] | |
| _ = ∑ b : B, if b.1=f then 1 else 0 := | |
| Fintype.sum_equiv e _ _ (fun _ => rfl) | |
| _ = c f := by | |
| change (∑ b : (Σ f, Fin (c f)), if b.1=f then 1 else 0)=c f | |
| rw [Fintype.sum_sigma] | |
| calc | |
| _ = ∑ x : F, if x=f then c x else 0 := by | |
| apply sum_congr rfl | |
| intro x _ | |
| by_cases h : x=f <;> simp [h] | |
| _ = c f := by simp | |
| · intro v f hnot | |
| apply sum_eq_zero | |
| intro a _ | |
| split_ifs with h | |
| · exact (hnot (h.1 ▸ h.2 ▸ he a)).elim | |
| · rfl | |
| end CannonPackingGeometry | |
| namespace CannonPackingGeometry | |
| open Finset Function | |
| variable {V F : Type*} [Fintype V] [Fintype F] [DecidableEq V] [DecidableEq F] | |
| theorem positive_transport (R : V → F → Prop) [DecidableRel R] | |
| (d : V → ℕ) (c : F → ℕ) (hd : ∀ v, 0<d v) (hc : ∀ f, 0<c f) | |
| (hactive : ∀ f, ∃ v, R v f) | |
| (hcut : ∀ S : Finset V, S.Nonempty → S≠univ → | |
| (∑ v∈S, d v) < ∑ f∈neighborFaces R S, c f) | |
| (htotal : ∑ v, d v = ∑ f, c f) : | |
| ∃ w : V → F → ℝ, | |
| (∀ v f, R v f → 0<w v f) ∧ (∀ v f, ¬R v f → w v f=0) ∧ | |
| (∀ v, ∑ f, w v f = d v) ∧ (∀ f, ∑ v, w v f = c f) := by | |
| classical | |
| let dv : V → ℕ := fun v => ∑ f, if R v f then 1 else 0 | |
| let df : F → ℕ := fun f => ∑ v, if R v f then 1 else 0 | |
| let E : ℕ := ∑ v, dv v | |
| let Q : ℕ := E+1 | |
| have hQ : 0<Q := Nat.succ_pos _ | |
| have hE : ∑ f, df f=E := by dsimp [E,dv,df]; rw [sum_comm] | |
| have hdv (v : V) : dv v ≤ Q*d v := by | |
| have hh : dv v≤E := single_le_sum (fun _ _ => Nat.zero_le _) (mem_univ v) | |
| have hp : 1≤d v := hd v | |
| have hQE : E<Q := Nat.lt_succ_self _ | |
| nlinarith | |
| have hdf (f : F) : df f ≤ Q*c f := by | |
| have hh : df f≤E := (single_le_sum (fun _ _ => Nat.zero_le _) (mem_univ f)).trans_eq hE | |
| have hp : 1≤c f := hc f | |
| have hQE : E<Q := Nat.lt_succ_self _ | |
| nlinarith | |
| let D : V → ℕ := fun v => Q*d v-dv v | |
| let C : F → ℕ := fun f => Q*c f-df f | |
| have hD (S : Finset V) : (∑ v∈S,D v)+(∑ v∈S,dv v)=Q*(∑ v∈S,d v) := by | |
| rw [←sum_add_distrib,mul_sum] | |
| exact sum_congr rfl (fun v _ => Nat.sub_add_cancel (hdv v)) | |
| have hC (T : Finset F) : (∑ f∈T,C f)+(∑ f∈T,df f)=Q*(∑ f∈T,c f) := by | |
| rw [←sum_add_distrib,mul_sum] | |
| exact sum_congr rfl (fun f _ => Nat.sub_add_cancel (hdf f)) | |
| have hfull : ∑ v,D v=∑ f,C f := by | |
| have hv := hD univ | |
| have hf := hC univ | |
| rw [hE,←htotal] at hf | |
| change (∑ v,D v)+E=Q*(∑ v,d v) at hv | |
| omega | |
| have hrescut (S : Finset V) : ∑ v∈S,D v ≤ ∑ f∈neighborFaces R S,C f := by | |
| by_cases hs : S=∅ | |
| · subst S | |
| simp | |
| by_cases ht : S=univ | |
| · subst S | |
| have hn : neighborFaces R univ=univ := by | |
| ext f | |
| simp only [neighborFaces,mem_filter,mem_univ,true_and] | |
| exact iff_true_intro (by obtain ⟨v,hv⟩ := hactive f; exact ⟨v,hv⟩) | |
| rw [hn] | |
| exact hfull.le | |
| have hgap := hcut S (nonempty_iff_ne_empty.mpr hs) ht | |
| have hmul := Nat.mul_le_mul_left Q (Nat.succ_le_of_lt hgap) | |
| simp only [Nat.succ_eq_add_one,mul_add,mul_one] at hmul | |
| have hv := hD S | |
| have hf := hC (neighborFaces R S) | |
| have hde : ∑ f∈neighborFaces R S, df f ≤ E := by | |
| rw [←hE] | |
| exact sum_le_sum_of_subset (subset_univ _) | |
| have hQE : E<Q := Nat.lt_succ_self _ | |
| rw [←hv,←hf] at hmul | |
| omega | |
| obtain ⟨w,hwv,hwf,hwzero⟩ := integer_transport R D C hrescut hfull | |
| let p : V → F → ℕ := fun v f => w v f + if R v f then 1 else 0 | |
| have hpv (v : V) : ∑ f,p v f=Q*d v := by | |
| simp only [p,sum_add_distrib,hwv] | |
| exact Nat.sub_add_cancel (hdv v) | |
| have hpf (f : F) : ∑ v,p v f=Q*c f := by | |
| simp only [p,sum_add_distrib,hwf] | |
| exact Nat.sub_add_cancel (hdf f) | |
| have hpzero (v : V) (f : F) (h : ¬R v f) : p v f=0 := by simp [p,h,hwzero v f h] | |
| refine ⟨fun v f => (p v f : ℝ)/(Q:ℝ),?_,?_,?_,?_⟩ | |
| · intro v f hR | |
| apply div_pos | |
| · exact_mod_cast (show 0<p v f by simp [p,hR]) | |
| · exact_mod_cast hQ | |
| · intro v f hR | |
| change (p v f : ℝ)/(Q:ℝ)=0 | |
| rw [hpzero v f hR] | |
| simp | |
| · intro v | |
| rw [←sum_div,←Nat.cast_sum,hpv,Nat.cast_mul] | |
| exact mul_div_cancel_left₀ (d v : ℝ) (by exact_mod_cast hQ.ne') | |
| · intro f | |
| rw [←sum_div,←Nat.cast_sum,hpf,Nat.cast_mul] | |
| exact mul_div_cancel_left₀ (c f : ℝ) (by exact_mod_cast hQ.ne') | |
| end CannonPackingGeometry | |
| end | |
| end | |
| end | |
| end | |
| end | |
| end OAI | |