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| import OAI.Combinatorics.HalvingLines.Sweep | |
| namespace OAI | |
| open Filter Topology | |
| namespace PlanarHalving.RankLimits | |
| open Batches TimeWindows Limits MeasureTheory Set Filter ProbabilityTheory | |
| open scoped Topology NNReal ENNReal unitInterval PiCountable | |
| noncomputable def Data.conditional (L : Data) : Kernel Labels I := | |
| (L.edgeTime : Measure (Labels×I)).condKernel | |
| instance (L : Data) : IsMarkovKernel L.conditional := by | |
| unfold Data.conditional | |
| infer_instance | |
| lemma Data.edge_toMeasure (L : Data) : (L.edge : Measure Labels)=(L.edgeTime : Measure (Labels×I)).fst := by | |
| rw [Data.edge,FiniteMeasure.toMeasure_map] | |
| rfl | |
| lemma Data.conditional_measurable (L : Data) (J : Window) : | |
| Measurable (fun z => (L.conditional z).real (carrier J)) := | |
| (L.conditional.measurable_coe (measurable_carrier J)).ennreal_toReal | |
| lemma Converges.conditional_integral {F : ℕ → Configuration} {L : Data} (h : Converges F L) | |
| (hR : Tendsto (fun n => (F n).R) atTop atTop) (J : Window) | |
| {U : Set Labels} (hU : MeasurableSet U) : | |
| (L.edgeWindow J U : ℝ)=∫ z in U, (L.conditional z).real (carrier J) ∂(L.edge : Measure Labels) := by | |
| have hi := Measure.setIntegral_condKernel (ρ:=(L.edgeTime : Measure (Labels×I))) | |
| (f:=fun _ => (1:ℝ)) hU (measurable_carrier J) (integrable_const 1) | |
| simp only [integral_const,measureReal_restrict_apply_univ,smul_eq_mul,mul_one] at hi | |
| rw [L.edge_toMeasure] | |
| change (L.edgeWindow J U : ℝ)=∫ z in U, ((L.edgeTime : Measure (Labels×I)).condKernel z).real (carrier J) | |
| ∂(L.edgeTime : Measure (Labels×I)).fst | |
| rw [hi] | |
| change ((L.edgeWindow J : Measure Labels) U).toReal= _ | |
| rw [Data.edgeWindow,FiniteMeasure.toMeasure_map,Measure.map_apply measurable_fst hU, | |
| h.restriction_eq hR,Measure.restrict_apply (hU.preimage measurable_fst)] | |
| rfl | |
| lemma Converges.edgeWindow_mass {F : ℕ → Configuration} {L : Data} (h : Converges F L) | |
| (hR : Tendsto (fun n => (F n).R) atTop atTop) (J : Window) : | |
| ((L.edgeWindow J).mass : ℝ)=((2^J.1 : ℕ) : ℝ)⁻¹ := by | |
| have he := h.restriction_mass hR J | |
| have hm : (L.edgeWindow J).mass=(L.timeRestrict J).mass := by | |
| change (L.timeRestrict J).map Prod.fst univ=(L.timeRestrict J) univ | |
| rw [FiniteMeasure.map_apply _ measurable_fst MeasurableSet.univ,preimage_univ] | |
| rw [hm] | |
| have hh := congrArg ENNReal.toReal he | |
| simpa only [ENNReal.coe_toReal,ENNReal.toReal_inv,ENNReal.toReal_pow,ENNReal.toReal_ofNat, | |
| Nat.cast_pow,Nat.cast_ofNat] using hh | |
| lemma Data.conditional_le_one (L : Data) (J : Window) (z : Labels) : | |
| (L.conditional z).real (carrier J)≤1 := by | |
| exact (measureReal_mono (subset_univ _)).trans_eq (by simp) | |
| lemma Data.conditional_sum (L : Data) (m : ℕ) (z : Labels) : | |
| ∑ i : Fin (2^m), (L.conditional z).real (carrier ⟨m,i⟩)=1 := by | |
| have he : (⋃ i : Fin (2^m),carrier ⟨m,i⟩)=univ := UniformPartition.cells_cover (2^m) | |
| have hd : Pairwise (fun (i j : Fin (2^m)) => Disjoint (carrier ⟨m,i⟩) (carrier ⟨m,j⟩)) := | |
| UniformPartition.cells_disjoint (2^m) | |
| rw [← measureReal_iUnion_fintype hd (fun i => measurable_carrier ⟨m,i⟩),he] | |
| simp | |
| end PlanarHalving.RankLimits | |
| namespace PlanarHalving.Sweep | |
| open Set | |
| lemma activity_family_cubic {n k : ℕ} (P : Fin n → Point) (hP : Generic P) | |
| [NeZero n] (hk : k≤n) {b : ℕ} (hb : 0<b) | |
| {ι : Type*} [DecidableEq ι] (D : Finset ι) | |
| (u v : ι → Fin ((traversal (criticalSlopes P)).size+1)) | |
| (huv : ∀ i∈D, u i≤v i) | |
| (hdisjoint : ∀ i∈D, ∀ j∈D, i≠j → Disjoint (Ioc (u i) (v i)) (Ioc (u j) (v j))) | |
| (hactivity : ∀ i, ∀ hi : i∈D, b≤((states P hP hk).intervalActivity (u i) (v i) (huv i hi)).card) : | |
| (D.card : ℝ)^3*(b : ℝ)^4≤10000000000*(n : ℝ)^4 := by | |
| classical | |
| let f := fun i => (u i,v i) | |
| have hlt (i) (hi : i∈D) : u i<v i := by | |
| apply lt_of_le_of_ne (huv i hi) | |
| intro he | |
| have ha := (states P hP hk).intervalActivity_pos_distance (huv i hi) (hb.trans_le (hactivity i hi)) | |
| rw [he,States.distance_self] at ha | |
| omega | |
| have hinj : Set.InjOn f D := by | |
| intro i hi j hj he | |
| by_contra hne | |
| have hu : u i=u j := congrArg Prod.fst he | |
| have hv : v i=v j := congrArg Prod.snd he | |
| exact Set.disjoint_left.mp (hdisjoint i hi j hj hne) | |
| (show v i∈Ioc (u i) (v i) from ⟨hlt i hi,le_rfl⟩) | |
| (by rw [hv,hu] at *; exact ⟨hlt j hj,le_rfl⟩) | |
| have hh := activity_packing_cubic P hP hk hb (D.image f) ?_ ?_ ?_ | |
| · rwa [Finset.card_image_iff.mpr hinj] at hh | |
| · intro p hp q hq hpq | |
| obtain ⟨i,hi,rfl⟩ := Finset.mem_image.mp hp | |
| obtain ⟨j,hj,rfl⟩ := Finset.mem_image.mp hq | |
| exact hdisjoint i hi j hj (fun he => hpq (congrArg f he)) | |
| · intro p hp | |
| obtain ⟨i,hi,rfl⟩ := Finset.mem_image.mp hp | |
| exact huv i hi | |
| · intro p hp | |
| obtain ⟨i,hi,rfl⟩ := Finset.mem_image.mp hp | |
| exact hactivity i hi | |
| lemma cubic_to_tail {x u : ℝ} (hx : 0≤x) (hu : 0<u) | |
| (h : x^3*u^4≤10000000000) : x≤10000*u^(-(4:ℝ)/3) := by | |
| have hp : (u^(-(4:ℝ)/3))^3=u^(-(4:ℝ)) := by | |
| rw [← Real.rpow_natCast,← Real.rpow_mul hu.le] | |
| norm_num | |
| have he : u^(-(4:ℝ))=(u^4)⁻¹ := by rw [Real.rpow_neg hu.le]; norm_num | |
| have hpos : 0≤10000*u^(-(4:ℝ)/3) := by positivity | |
| apply (pow_le_pow_iff_left₀ hx hpos (by omega : (3:ℕ)≠0)).mp | |
| rw [mul_pow,hp,he] | |
| rw [← div_eq_mul_inv] | |
| exact (le_div_iff₀ (pow_pos hu 4)).mpr (h.trans (by norm_num : (10000000000:ℝ)≤10000^3)) | |
| end PlanarHalving.Sweep | |
| namespace PlanarHalving.Batches | |
| open Set Sweep | |
| variable {n R k a T : ℕ} {P : Fin n → Point} | |
| lemma System.vertices_subset_activity (S : @System n R k a P) (H : @States n T k P) | |
| (index : Fin (R+1) → Fin (T+1)) (hm : Monotone index) | |
| (hmarks : ∀ j, S.marks j=H.marks (index j)) : | |
| S.vertices ⊆ H.intervalActivity (index 0) (index (Fin.last R)) | |
| (hm (Fin.zero_le _)) := by | |
| classical | |
| have he (b : Fin R) (x : Fin n) | |
| (hx : (x∈S.marks b.castSucc ∧ x∉S.marks b.succ) ∨ | |
| (x∉S.marks b.castSucc ∧ x∈S.marks b.succ)) : | |
| x∈H.intervalActivity (index 0) (index (Fin.last R)) (hm (Fin.zero_le _)) := by | |
| rw [States.mem_intervalActivity] | |
| rw [hmarks,hmarks] at hx | |
| by_cases hx0 : x∈H.marks (index 0) | |
| · rcases hx with hx | hx | |
| · exact ⟨index b.succ,hm (Fin.zero_le _),hm (Fin.le_last _),Or.inr ⟨hx.2,hx0⟩⟩ | |
| · exact ⟨index b.castSucc,hm (Fin.zero_le _),hm (Fin.le_last _),Or.inr ⟨hx.1,hx0⟩⟩ | |
| · rcases hx with hx | hx | |
| · exact ⟨index b.castSucc,hm (Fin.zero_le _),hm (Fin.le_last _),Or.inl ⟨hx.1,hx0⟩⟩ | |
| · exact ⟨index b.succ,hm (Fin.zero_le _),hm (Fin.le_last _),Or.inl ⟨hx.2,hx0⟩⟩ | |
| intro x hx | |
| rcases Finset.mem_union.mp hx with hx | hx | |
| · obtain ⟨e,he',rfl⟩ := Finset.mem_image.mp hx | |
| obtain ⟨b,hb,_⟩ := (S.mem_edges e).mp he' | |
| exact he b e.1 (Or.inl (Finset.mem_sdiff.mp hb)) | |
| · obtain ⟨e,he',rfl⟩ := Finset.mem_image.mp hx | |
| obtain ⟨b,_,hb⟩ := (S.mem_edges e).mp he' | |
| exact he b e.2 (Or.inr (And.symm (Finset.mem_sdiff.mp hb))) | |
| end PlanarHalving.Batches | |
| namespace PlanarHalving.RankLimits | |
| open Batches TimeWindows Sweep Limits MeasureTheory Set Filter | |
| open scoped Topology NNReal ENNReal unitInterval PiCountable | |
| structure Configuration.SweepEmbedding (F : Configuration) where | |
| rank_le : F.k≤F.n | |
| index : Fin (F.R+1) → Fin ((traversal (criticalSlopes F.point)).size+1) | |
| increasing : StrictMono index | |
| marks : ∀ j, F.system.marks j=(states F.point F.generic rank_le).marks (index j) | |
| noncomputable def Configuration.SweepEmbedding.start {F : Configuration} (E : F.SweepEmbedding) (J : Window) := | |
| E.index ⟨TimeWindows.start F.R J,lt_of_le_of_lt ((start_le_stop F.R J).trans (stop_le F.R J)) (Nat.lt_succ_self _)⟩ | |
| noncomputable def Configuration.SweepEmbedding.stop {F : Configuration} (E : F.SweepEmbedding) (J : Window) := | |
| E.index ⟨TimeWindows.stop F.R J,lt_of_le_of_lt (stop_le F.R J) (Nat.lt_succ_self _)⟩ | |
| lemma Configuration.SweepEmbedding.start_le_stop {F : Configuration} (E : F.SweepEmbedding) (J : Window) : | |
| E.start J≤E.stop J := E.increasing.monotone (TimeWindows.start_le_stop F.R J) | |
| lemma Configuration.SweepEmbedding.stop_le_start {F : Configuration} (E : F.SweepEmbedding) | |
| {A B : Window} (hAB : Before A B) : E.stop A≤E.start B := | |
| E.increasing.monotone (TimeWindows.stop_le_start F.R hAB) | |
| lemma Configuration.SweepEmbedding.vertices_subset {F : Configuration} (E : F.SweepEmbedding) (J : Window) : | |
| (F.system.timeWindow J).vertices ⊆ (states F.point F.generic E.rank_le).intervalActivity | |
| (E.start J) (E.stop J) (E.start_le_stop J) := by | |
| let index : Fin (length F.R J+1) → Fin ((traversal (criticalSlopes F.point)).size+1) := | |
| fun j => E.index ⟨TimeWindows.start F.R J+j.val,by have:=start_add_length F.R J;have:=stop_le F.R J;have:=j.isLt;omega⟩ | |
| have hmono : Monotone index := by | |
| intro i j hij | |
| apply E.increasing.monotone | |
| exact Nat.add_le_add_left hij _ | |
| have he := (F.system.timeWindow J).vertices_subset_activity | |
| (states F.point F.generic E.rank_le) index hmono (fun j => E.marks _) | |
| have hstart : index 0=E.start J := by congr 1 | |
| have hstop : index (Fin.last (length F.R J))=E.stop J := by | |
| apply congrArg E.index | |
| apply Fin.ext | |
| exact start_add_length F.R J | |
| simpa only [hstart,hstop] using he | |
| lemma before_of_same_depth {m : ℕ} {i j : Fin (2^m)} (hij : i<j) : Before ⟨m,i⟩ ⟨m,j⟩ := by | |
| change ((i.val+1 : ℕ) : ℝ)/(2^m : ℕ)≤(j : ℝ)/(2^m : ℕ) | |
| apply div_le_div_of_nonneg_right _ (by positivity) | |
| exact_mod_cast (show i.val+1≤j.val from hij) | |
| lemma Configuration.SweepEmbedding.windows_disjoint {F : Configuration} (E : F.SweepEmbedding) | |
| {m : ℕ} {i j : Fin (2^m)} (hij : i≠j) : | |
| Disjoint (Ioc (E.start ⟨m,i⟩) (E.stop ⟨m,i⟩)) (Ioc (E.start ⟨m,j⟩) (E.stop ⟨m,j⟩)) := by | |
| rcases lt_or_gt_of_ne hij with hh | hh | |
| · exact Set.disjoint_left.mpr (fun _ hi hj => not_lt_of_ge (hi.2.trans (E.stop_le_start (before_of_same_depth hh))) hj.1) | |
| · exact Set.disjoint_left.mpr (fun _ hi hj => not_lt_of_ge (hj.2.trans (E.stop_le_start (before_of_same_depth hh))) hi.1) | |
| lemma Configuration.SweepEmbedding.activity_tail {F : Configuration} (E : F.SweepEmbedding) | |
| (m : ℕ) {u : ℝ} (hu : 0<u) : | |
| (((Finset.univ.filter fun i : Fin (2^m) => u<((F.vertices ⟨m,i⟩).mass : ℝ)).card : ℝ))≤ | |
| 10000*u^(-(4:ℝ)/3) := by | |
| classical | |
| let D := Finset.univ.filter fun i : Fin (2^m) => u<((F.vertices ⟨m,i⟩).mass : ℝ) | |
| let b := ⌊u*(F.n : ℝ)⌋₊+1 | |
| have hb : 0<b := by dsimp [b];omega | |
| have hn : (0:ℝ)<F.n := Nat.cast_pos.mpr F.n_pos | |
| have hcard (i) (hi : i∈D) : b≤(F.system.timeWindow ⟨m,i⟩).vertices.card := by | |
| have hi' := (Finset.mem_filter.mp hi).2 | |
| rw [F.vertices_mass_ratio] at hi' | |
| have hlt := (lt_div_iff₀ hn).mp hi' | |
| change ⌊u*(F.n : ℝ)⌋₊+1≤_ | |
| exact Nat.succ_le_of_lt ((Nat.floor_lt (mul_nonneg hu.le hn.le)).mpr hlt) | |
| have hh := activity_family_cubic F.point F.generic E.rank_le hb D | |
| (fun i => E.start ⟨m,i⟩) (fun i => E.stop ⟨m,i⟩) | |
| (fun i _hi => E.start_le_stop ⟨m,i⟩) | |
| (fun _i _hi _j _hj hij => E.windows_disjoint hij) | |
| (fun i hi => (hcard i hi).trans (Finset.card_le_card (E.vertices_subset ⟨m,i⟩))) | |
| have hb' : u*(F.n : ℝ)≤(b : ℝ) := by | |
| dsimp [b] | |
| rw [Nat.cast_add,Nat.cast_one] | |
| exact (Nat.lt_floor_add_one _).le | |
| have hh' : (D.card : ℝ)^3*(u*(F.n : ℝ))^4≤10000000000*(F.n : ℝ)^4 := by | |
| exact (mul_le_mul_of_nonneg_left (pow_le_pow_left₀ (mul_nonneg hu.le hn.le) hb' 4) (by positivity)).trans hh | |
| have hcub : (D.card : ℝ)^3*u^4≤10000000000 := by | |
| apply (mul_le_mul_iff_left₀ (pow_pos hn 4)).mp | |
| nlinarith [hh'] | |
| exact cubic_to_tail (by positivity) hu hcub | |
| end PlanarHalving.RankLimits | |
| namespace PlanarHalving.RankLimits | |
| open Batches TimeWindows Limits MeasureTheory Set Filter ProbabilityTheory | |
| open scoped Topology NNReal ENNReal unitInterval PiCountable | |
| lemma Converges.activity_tail {F : ℕ → Configuration} {L : Data} (h : Converges F L) | |
| (E : ∀ n, (F n).SweepEmbedding) (m : ℕ) {u : ℝ} (hu : 0<u) : | |
| (((Finset.univ.filter fun i : Fin (2^m) => u<((L.vertices ⟨m,i⟩).mass : ℝ)).card : ℝ))≤ | |
| 10000*u^(-(4:ℝ)/3) := by | |
| classical | |
| have hh : ∀ᶠ j in atTop, ∀ i : Fin (2^m), u<((L.vertices ⟨m,i⟩).mass : ℝ) → | |
| u<(((F j).vertices ⟨m,i⟩).mass : ℝ) := by | |
| apply eventually_all.mpr | |
| intro i | |
| by_cases hi : u<((L.vertices ⟨m,i⟩).mass : ℝ) | |
| · have hm := NNReal.continuous_coe.tendsto _ |>.comp | |
| (FiniteMeasure.continuous_mass.tendsto _ |>.comp (h.vertices ⟨m,i⟩)) | |
| exact ((tendsto_order.mp hm).1 u hi).mono (fun j hj _ => hj) | |
| · exact Eventually.of_forall (fun _ => fun hh => (hi hh).elim) | |
| obtain ⟨j,hj⟩ := hh.exists | |
| apply le_trans _ ((E j).activity_tail m hu) | |
| have hs : (Finset.univ.filter fun i : Fin (2^m) => u<((L.vertices ⟨m,i⟩).mass : ℝ)) ⊆ | |
| (Finset.univ.filter fun i : Fin (2^m) => u<(((F j).vertices ⟨m,i⟩).mass : ℝ)) := by | |
| intro i hi | |
| exact Finset.mem_filter.mpr ⟨Finset.mem_univ _,hj i (Finset.mem_filter.mp hi).2⟩ | |
| exact Nat.cast_le.mpr (Finset.card_le_card hs) | |
| noncomputable def timePartition (m : ℕ) : Finset Window := | |
| Finset.univ.image (fun i : Fin (2^m) => (⟨m,i⟩ : Window)) | |
| lemma timePartition_card (m : ℕ) : (timePartition m).card=2^m := by | |
| classical | |
| rw [timePartition,Finset.card_image_of_injective _ (fun _ _ he => eq_of_heq (Sigma.mk.inj he).2),Finset.card_univ,Fintype.card_fin] | |
| lemma timePartition_cover (m : ℕ) (t : I) : ∃ J∈timePartition m, t∈carrier J := by | |
| have ht : t∈⋃ i : Fin (2^m),carrier ⟨m,i⟩ := by | |
| change t∈⋃ i : Fin (2^m), UniformPartition.cell (2^m) i | |
| rw [UniformPartition.cells_cover];trivial | |
| obtain ⟨i,hi⟩ := mem_iUnion.mp ht | |
| exact ⟨⟨m,i⟩,Finset.mem_image.mpr ⟨i,Finset.mem_univ _,rfl⟩,hi⟩ | |
| lemma sum_timePartition {M : Type*} [AddCommMonoid M] (m : ℕ) (f : Window → M) : | |
| ∑ J∈timePartition m, f J = ∑ i : Fin (2^m), f ⟨m,i⟩ := by | |
| classical | |
| exact Finset.sum_image (fun _ _ _ _ he => eq_of_heq (Sigma.mk.inj he).2) | |
| lemma filter_timePartition (m : ℕ) (p : Window → Prop) [DecidablePred p] : | |
| (timePartition m |>.filter p).card = (Finset.univ.filter fun i : Fin (2^m) => p ⟨m,i⟩).card := by | |
| classical | |
| rw [timePartition,Finset.filter_image,Finset.card_image_of_injective _ (fun _ _ he => eq_of_heq (Sigma.mk.inj he).2)] | |
| lemma Converges.conditional_nullSingleton {F : ℕ → Configuration} {L : Data} (h : Converges F L) | |
| (E : ∀ n, (F n).SweepEmbedding) | |
| (hR : Tendsto (fun n => (F n).R) atTop atTop) | |
| {C : ℝ} (hC : 0 ≤ C) | |
| (hcoeff : ∀ n, 4608*((F n).a : ℝ)^2*(F n).n^4 / | |
| (((F n).R : ℝ)*(F n).a^2)^3 ≤ C) | |
| (herror : Tendsto (fun n => 13824*((F n).n : ℝ)^3 / | |
| (((F n).R : ℝ)*(F n).a^2)^3) atTop (𝓝 0)) : | |
| ∀ᵐ z ∂(L.edge : Measure Labels), NullSingletonClass (L.conditional z) := by | |
| classical | |
| apply kernel_nullSingleton_of_cells (L.edge : Measure Labels) L.conditional timePartition | |
| (fun _ J => carrier J) timePartition_cover | |
| intro b | |
| apply ae_exists_partition_small L.edge L.points timePartition | |
| (fun _ J z => (L.conditional z).real (carrier J)) (fun _ => L.vertices) (fun _ => L.edgeWindow) | |
| (fun _ J => ((L.vertices J).mass : ℝ)) (fun m => (2:ℝ)^m) hC | |
| (fun _ => by positivity) (tendsto_pow_atTop_atTop_of_one_lt (by norm_num)) | |
| · intro m | |
| rw [timePartition_card,Nat.cast_pow,Nat.cast_ofNat] | |
| · exact fun _ J _ => L.conditional_measurable J | |
| · exact fun _ _ _ _ => measureReal_nonneg | |
| · exact fun _ J _ => L.conditional_le_one J | |
| · intro m z | |
| rw [sum_timePartition,L.conditional_sum] | |
| · exact fun _ _ _ => NNReal.coe_nonneg _ | |
| · intro _ J _ U | |
| have hh := (h.vertices_le_points J) U | |
| rw [← FiniteMeasure.ennreal_coeFn_eq_coeFn_toMeasure,← FiniteMeasure.ennreal_coeFn_eq_coeFn_toMeasure] at hh | |
| exact ENNReal.coe_le_coe.mp hh | |
| · exact fun _ J _ U hU => h.conditional_integral hR J hU | |
| · intro m J hJ | |
| obtain ⟨i,_,rfl⟩ := Finset.mem_image.mp hJ | |
| rw [h.edgeWindow_mass hR,Nat.cast_pow,Nat.cast_ofNat] | |
| · exact fun _ J _ U hU => h.local_cubic hC hcoeff herror J hU | |
| · intro m u hu | |
| rw [filter_timePartition] | |
| exact h.activity_tail E m hu | |
| · positivity | |
| end PlanarHalving.RankLimits | |
| namespace PlanarHalving.PlaneGraph | |
| open Set | |
| variable {V : Type*} [Fintype V] {P : V → Point} | |
| noncomputable def Drawing.pointOfPair (D : Drawing P) (w : (V×V)×(V×V)) : Point := by | |
| classical | |
| exact if h : w∈D.crossings then D.crossingPoint ⟨w,h⟩ else 0 | |
| lemma Drawing.pointOfPair_eq (D : Drawing P) (w : ↥D.crossings) : | |
| D.pointOfPair w.val=D.crossingPoint w := by | |
| classical | |
| simp only [Drawing.pointOfPair,dite_eq_left w.property] | |
| end PlanarHalving.PlaneGraph | |
| namespace PlanarHalving.Batches | |
| open Set PlaneGraph TimeWindows MeasureTheory Limits | |
| open scoped NNReal ENNReal unitInterval | |
| variable {n R k a : ℕ} {P : Fin n → Point} | |
| lemma System.restricted_crossing (S : @System n R k a P) (hP : Generic P) | |
| (E : Finset (Fin n×Fin n)) (hE : E⊆S.edges) : | |
| (E.card : ℝ)^3 ≤ 2304*(n : ℝ)^2*((S.drawing.restrictEdges E).crossings.card : ℝ)+13824*(n : ℝ)^3 := by | |
| classical | |
| let D := S.drawing.restrictEdges E | |
| have he : D.edges=E := by | |
| ext e | |
| simp only [D, Drawing.restrictEdges, Finset.mem_inter] | |
| exact ⟨And.right, fun h => ⟨hE h, h⟩⟩ | |
| have hc := D.designated_crossing hP.1 (Generic.x_injective hP) D.vertices (by rfl) | |
| (fun e he => Or.inl (D.ends e he).1) | |
| have hv : (D.vertices.card : ℝ) ≤ n := Nat.cast_le.mpr S.vertices_le | |
| rw [he] at hc | |
| apply hc.trans | |
| nlinarith [mul_le_mul_of_nonneg_right (sq_le_sq₀ (by positivity) (by positivity) |>.mpr hv) | |
| (by positivity : (0:ℝ) ≤ 2304*((D.crossings.card : ℝ))), | |
| pow_le_pow_left₀ (by positivity) hv 3] | |
| noncomputable def System.crossingsIn (S : @System n R k a P) [NeZero R] | |
| (A B : Window) {X : Type*} (z : Point → X) (U : Set X) := by | |
| classical | |
| exact (S.windowCrossings A B).filter (fun w => z (S.drawing.pointOfPair w)∈U) | |
| lemma System.windowCrossMeasure_apply (S : @System n R k a P) [NeZero R] | |
| (A B : Window) {X : Type*} [MeasurableSpace X] [MeasurableSingletonClass X] | |
| (z : Point → X) {U : Set X} (hU : MeasurableSet U) : | |
| (S.windowCrossMeasure A B z U : ℝ)=(S.crossingsIn A B z U).card/((a*n : ℕ) : ℝ)^2 := by | |
| classical | |
| rw [System.windowCrossMeasure,weightedAtoms_apply_finset _ _ hU] | |
| have he : (Finset.univ.filter (fun w : ↥(S.windowCrossings A B) => z (S.windowCrossPoint A B w)∈U)).card= | |
| (S.crossingsIn A B z U).card := by | |
| rw [← Finset.card_image_of_injective _ Subtype.val_injective] | |
| congr 1 | |
| ext w | |
| simp only [Finset.mem_image,Finset.mem_filter,Finset.mem_univ,true_and,System.crossingsIn] | |
| constructor | |
| · rintro ⟨v,hv,rfl⟩ | |
| refine ⟨v.property,?_⟩ | |
| simpa only [System.windowCrossPoint,Drawing.pointOfPair, | |
| dite_eq_left (S.windowCrossings_sub A B v.property)] using hv | |
| · rintro ⟨hw,hz⟩ | |
| refine ⟨⟨w,hw⟩,?_,rfl⟩ | |
| simpa only [System.windowCrossPoint,Drawing.pointOfPair, | |
| dite_eq_left (S.windowCrossings_sub A B hw)] using hz | |
| rw [he] | |
| simp only [NNReal.coe_inv,NNReal.coe_pow,NNReal.coe_natCast,div_eq_inv_mul] | |
| lemma System.retained_crossing_cover (S : @System n R k a P) [NeZero R] | |
| {X : Type*} (z : Point → X) (U : Set X) (W : Finset Window) | |
| (E : Finset (Fin n×Fin n)) (_hE : E⊆S.edges) | |
| (hcover : ∀ e∈E, ∃ J∈W, e∈(S.timeWindow J).edges) | |
| (hnear : ∀ e∈E, ∀ p∈segment ℝ (P e.1) (P e.2), z p∈U) : | |
| (S.drawing.restrictEdges E).crossings ⊆ (W×ˢ W).biUnion | |
| (fun ij => if ij.1=ij.2 then (S.timeWindow ij.1).drawing.crossings | |
| else S.crossingsIn ij.1 ij.2 z U) := by | |
| classical | |
| intro w hw | |
| have hp := (S.drawing.restrictEdges E).crossing_props ⟨w,hw⟩ | |
| have hep := hp | |
| simp only [Drawing.restrictEdges, Finset.mem_inter] at hep | |
| have he₁ := hep.1.2 | |
| have he₂ := hep.2.1.2 | |
| obtain ⟨J,hJ,heJ⟩ := hcover w.1 he₁ | |
| obtain ⟨K,hK,heK⟩ := hcover w.2 he₂ | |
| apply Finset.mem_biUnion.mpr | |
| refine ⟨(J,K),Finset.mem_product.mpr ⟨hJ,hK⟩,?_⟩ | |
| dsimp only | |
| by_cases hJK : J=K | |
| · rw [ite_eq_left hJK] | |
| rw [← hJK] at heK | |
| exact Finset.mem_filter.mpr ⟨Finset.mem_product.mpr ⟨heJ,heK⟩,hp.2.2⟩ | |
| · rw [ite_eq_right hJK] | |
| have hc : w∈S.drawing.crossings := S.drawing.restrict_crossings E hw | |
| have hz : z (S.drawing.pointOfPair w)∈U := by | |
| rw [show S.drawing.pointOfPair w=S.drawing.crossingPoint ⟨w,hc⟩ from S.drawing.pointOfPair_eq ⟨w,hc⟩] | |
| exact hnear _ he₁ _ ((openSegment_subset_segment ℝ _ _) (S.drawing.crossingPoint_mem ⟨w,hc⟩).1) | |
| exact Finset.mem_filter.mpr ⟨Finset.mem_filter.mpr ⟨hc,Or.inl ⟨heJ,heK⟩⟩,hz⟩ | |
| lemma System.retained_crossing_bound (S : @System n R k a P) [NeZero R] [NeZero n] [NeZero a] | |
| (hP : Generic P) {X : Type*} [MeasurableSpace X] [MeasurableSingletonClass X] | |
| (z : Point → X) {U : Set X} (hU : MeasurableSet U) (W : Finset Window) | |
| (E : Finset (Fin n×Fin n)) (hE : E⊆S.edges) | |
| (hcover : ∀ e∈E, ∃ J∈W, e∈(S.timeWindow J).edges) | |
| (hnear : ∀ e∈E, ∀ p∈segment ℝ (P e.1) (P e.2), z p∈U) : | |
| (((S.drawing.restrictEdges E).crossings.card : ℝ)/((a*n : ℕ) : ℝ)^2) ≤ | |
| ∑ J∈W, ∑ K∈W, if J=K then 2*((S.timeWindow J).vertices.card : ℝ)^2/(n : ℝ)^2 | |
| else (S.windowCrossMeasure J K z U : ℝ) := by | |
| classical | |
| have hc := (Finset.card_le_card (S.retained_crossing_cover z U W E hE hcover hnear)).trans | |
| (Finset.card_biUnion_le) | |
| have hh : ((S.drawing.restrictEdges E).crossings.card : ℝ) ≤ | |
| ∑ ij∈W×ˢ W, if ij.1=ij.2 then 2*(a : ℝ)^2*((S.timeWindow ij.1).vertices.card : ℝ)^2 | |
| else ((S.crossingsIn ij.1 ij.2 z U).card : ℝ) := by | |
| apply (Nat.cast_le.mpr hc).trans | |
| push_cast | |
| apply Finset.sum_le_sum | |
| intro ij _hij | |
| split_ifs with he | |
| · exact_mod_cast (S.timeWindow ij.1).crossing_cap hP.1 (Generic.x_injective hP) | |
| ((S.timeWindow ij.1).drawing.noMultiple_of_generic hP) | |
| · rfl | |
| apply (div_le_div_of_nonneg_right hh (sq_nonneg _)).trans_eq | |
| rw [Finset.sum_div,Finset.sum_product] | |
| apply Finset.sum_congr rfl | |
| intro J _hJ | |
| apply Finset.sum_congr rfl | |
| intro K _hK | |
| split_ifs | |
| · have ha : (a : ℝ)≠0 := Nat.cast_ne_zero.mpr (NeZero.ne a) | |
| push_cast | |
| field_simp | |
| · exact (S.windowCrossMeasure_apply J K z hU).symm | |
| end PlanarHalving.Batches | |
| end OAI | |