import OAI.Combinatorics.HalvingLines.Chains namespace OAI open Filter Topology namespace PlanarHalving.Batches open PlaneGraph variable {n R k a : ℕ} {P : Fin n → Point} noncomputable def System.flip (S : @System n R k a P) : @System n R (n-k) a (fun v => -P v) where slope := S.slope increasing := S.increasing marks b := (S.marks b)ᶜ card_marks b := by classical rw [Finset.card_compl, S.card_marks, Fintype.card_fin] separates b := by classical intro i hi j hj have hi' := Finset.mem_compl.mp hi have hj' : j ∈ S.marks b := by simpa using hj have h := S.separates b j hj' i hi' simp only [Sweep.projection, Prod.fst_neg, Prod.snd_neg] at * linarith distance b := by classical have he : (S.marks b.castSucc)ᶜ \ (S.marks b.succ)ᶜ = S.gain b := by ext u simp [System.gain, and_comm] rw [he, S.card_gain] @[simp] lemma System.flip_loss (S : @System n R k a P) (b : Fin R) : S.flip.loss b = S.gain b := by classical ext u simp [System.loss, System.gain, System.flip, and_comm] @[simp] lemma System.flip_gain (S : @System n R k a P) (b : Fin R) : S.flip.gain b = S.loss b := by classical ext u simp [System.loss, System.gain, System.flip, and_comm] lemma System.flip_edge (S : @System n R k a P) (e : Fin n × Fin n) : e.swap ∈ S.flip.edges ↔ e ∈ S.edges := by rw [S.flip.mem_edges, S.mem_edges] simp only [Prod.fst_swap, Prod.snd_swap, System.flip_loss, System.flip_gain, and_comm] lemma System.flip_vertices (S : @System n R k a P) : S.flip.vertices = S.vertices := by classical ext u simp only [System.vertices, Finset.mem_union, Finset.mem_image] constructor · rintro (⟨e,he,hu⟩ | ⟨e,he,hu⟩) · exact Or.inr ⟨e.swap, (S.flip_edge e.swap).mp (by simpa using he), hu⟩ · exact Or.inl ⟨e.swap, (S.flip_edge e.swap).mp (by simpa using he), hu⟩ · rintro (⟨e,he,hu⟩ | ⟨e,he,hu⟩) · exact Or.inr ⟨e.swap, (S.flip_edge e).mpr he, hu⟩ · exact Or.inl ⟨e.swap, (S.flip_edge e).mpr he, hu⟩ noncomputable def System.concaveCover (S : @System n R k a P) [NeZero n] [NeZero a] : ConcaveCover S.drawing (Fin a × Fin n) where owner e := S.flip.convexOwner e.swap support e he f hf ho z hz := by have he' : e.swap ∈ S.flip.drawing.edges := (S.flip_edge e).mpr he have hf' : f.swap ∈ S.flip.drawing.edges := (S.flip_edge f).mpr hf have hz' : -z ∈ segment ℝ (-P f.2) (-P f.1) := by rw [segment_eq_image] at hz ⊢ obtain ⟨u,hu,hz⟩ := hz refine ⟨1-u, ⟨by linarith only [hu.2], by linarith only [hu.1]⟩, ?_⟩ rw [← hz] module have h := S.flip.convexCover.support e.swap he' f.swap hf' ho (-z) hz' change height (-P e.2) (-P e.1) (-z.1) ≤ -z.2 at h rw [height_neg_reverse _ _ (S.drawing.right e he).ne] at h exact neg_le_neg_iff.mp h lemma System.concaveOwner_mem (S : @System n R k a P) [NeZero n] [NeZero a] {e : Fin n × Fin n} (he : e ∈ S.edges) : S.concaveCover.owner e ∈ Finset.univ ×ˢ S.vertices := by have h := S.flip.convexOwner_mem ((S.flip_edge e).mpr he) rwa [S.flip_vertices] at h theorem System.crossing_cap (S : @System n R k a P) [NeZero n] [NeZero a] (hP : Position P) (hx : Function.Injective (fun v => (P v).1)) (hD : S.drawing.NoMultiple) : S.drawing.crossings.card ≤ 2 * a^2 * S.vertices.card^2 := by have h := S.convexCover.crossing_bound_finset S.concaveCover hP hx hD (Finset.univ ×ˢ S.vertices) (Finset.univ ×ˢ S.vertices) (fun _ he => S.convexOwner_mem he) (fun _ he => S.concaveOwner_mem he) simpa [Finset.card_product, pow_two, mul_assoc, mul_left_comm, mul_comm] using h end PlanarHalving.Batches namespace PlanarHalving.PlaneGraph variable {n : ℕ} {P : Fin n → Point} def sortEdge (e : Fin n × Fin n) : Fin n × Fin n := if e.1 < e.2 then e else e.swap lemma sortEdge_order (e : Fin n × Fin n) (he : e.1 ≠ e.2) : (sortEdge e).1 < (sortEdge e).2 := by unfold sortEdge split_ifs with h · exact h · exact lt_of_le_of_ne (le_of_not_gt h) he.symm lemma sortEdge_cases (e : Fin n × Fin n) : sortEdge e = e ∨ sortEdge e = e.swap := by unfold sortEdge split_ifs <;> simp lemma sortEdge_coincide {e f : Fin n × Fin n} (he : sortEdge e = sortEdge f) : e = f ∨ e = f.swap := by rcases sortEdge_cases e with hh | hh <;> rcases sortEdge_cases f with hg | hg <;> rw [hh,hg] at he · exact Or.inl he · exact Or.inr he · exact Or.inr (by simpa using congrArg Prod.swap he) · exact Or.inl (Prod.swap_injective he) lemma Drawing.sortEdge_injective (D : Drawing P) : (↑D.edges : Set (Fin n × Fin n)).InjOn (@sortEdge n) := by intro e he f hf h rcases sortEdge_coincide h with h | h · exact h · have hx := D.right e he have hy := D.right f hf rw [h] at hx exact False.elim (lt_asymm hx hy) lemma openSegment_sortEdge (e : Fin n × Fin n) : openSegment ℝ (P (sortEdge e).1) (P (sortEdge e).2) = openSegment ℝ (P e.1) (P e.2) := by rcases sortEdge_cases e with h | h · rw [h] · rw [h] exact openSegment_symm ℝ _ _ lemma segment_sortEdge (e : Fin n × Fin n) : segment ℝ (P (sortEdge e).1) (P (sortEdge e).2) = segment ℝ (P e.1) (P e.2) := by rcases sortEdge_cases e with h | h · rw [h] · rw [h] exact segment_symm ℝ _ _ lemma Drawing.noMultiple_of_generic (D : Drawing P) (hP : Generic P) : D.NoMultiple := by intro e he f hf hef g hg hge hgf z hze hzf hzg have ho (i : Fin n × Fin n) (hi : i ∈ D.edges) : (sortEdge i).1 < (sortEdge i).2 := sortEdge_order i (fun h => (D.right i hi).ne (congrArg (fun v => (P v).1) h)) have hne {i j : Fin n × Fin n} (hi : i ∈ D.edges) (hj : j ∈ D.edges) (hn : i ≠ j) : sortEdge i ≠ sortEdge j := fun h => hn (D.sortEdge_injective hi hj h) apply hP.2.2.2 _ _ _ _ _ _ (ho e he) (ho f hf) (ho g hg) (hne he hf hef) (hne hg he hge) (hne hg hf hgf) z · rwa [openSegment_sortEdge] · rwa [openSegment_sortEdge] · rwa [segment_sortEdge] lemma Generic.position (hP : Generic P) : Position P := hP.1 lemma Generic.x_injective (hP : Generic P) : Function.Injective (fun v => (P v).1) := by intro i j hij by_contra hn exact hP.2.1 i j hn hij end PlanarHalving.PlaneGraph namespace PlanarHalving.PlaneGraph variable {V : Type*} [Fintype V] {P : V → Point} noncomputable def Drawing.restrictEdges (D : Drawing P) (E : Finset (V × V)) : Drawing P := by classical exact { vertices := D.vertices edges := D.edges ∩ E right := fun e he => D.right e (Finset.mem_inter.mp he).1 ends := fun e he => D.ends e (Finset.mem_inter.mp he).1 } lemma Drawing.restrict_crossings (D : Drawing P) (E : Finset (V × V)) : (D.restrictEdges E).crossings ⊆ D.crossings := by classical intro w hw simp only [Drawing.crossings, Drawing.restrictEdges, Finset.mem_filter, Finset.mem_product, Finset.mem_inter] at hw ⊢ exact ⟨⟨hw.1.1.1,hw.1.2.1⟩,hw.2⟩ end PlanarHalving.PlaneGraph namespace PlanarHalving.Batches open PlaneGraph variable {n R k a : ℕ} {P : Fin n → Point} lemma System.vertices_le (S : @System n R k a P) : S.vertices.card ≤ n := by exact (Finset.card_le_univ _).trans_eq (Fintype.card_fin n) theorem System.localized_crossing (S : @System n R k a P) [NeZero n] [NeZero a] (hP : Generic P) (F : Finset (Fin n)) (hF : F ⊆ S.vertices) : ((S.edges.filter fun e => e.1 ∈ F).card : ℝ)^3 ≤ 4608 * (a : ℝ)^2 * F.card * (S.vertices.card : ℝ)^3 + 13824 * (S.vertices.card : ℝ)^3 := by classical let D := S.drawing.restrictEdges (S.edges.filter fun e => e.1 ∈ F) have hv : D.vertices = S.vertices := rfl have he : D.edges = S.edges.filter (fun e => e.1 ∈ F) := by ext e simp [D, Drawing.restrictEdges, System.drawing] have hc := D.designated_crossing hP.1 (PlaneGraph.Generic.x_injective hP) F hF (by intro e he' rw [he] at he' exact Or.inl (Finset.mem_filter.mp he').2) rw [he,hv] at hc have hcr : (D.crossings.card : ℝ) ≤ 2 * (a : ℝ)^2 * (S.vertices.card : ℝ)^2 := by exact_mod_cast (Finset.card_le_card (S.drawing.restrict_crossings _)).trans (S.crossing_cap hP.1 (PlaneGraph.Generic.x_injective hP) (S.drawing.noMultiple_of_generic hP)) apply hc.trans calc 2304 * (F.card : ℝ) * S.vertices.card * D.crossings.card + 13824 * (S.vertices.card : ℝ)^3 ≤ 2304 * (F.card : ℝ) * S.vertices.card * (2 * (a : ℝ)^2 * (S.vertices.card : ℝ)^2) + 13824 * (S.vertices.card : ℝ)^3 := by gcongr _ = _ := by ring theorem System.cubed_bound (S : @System n R k a P) [NeZero n] [NeZero a] (hP : Generic P) : (R : ℝ)^3 * (a : ℝ)^4 ≤ 18432 * (n : ℝ)^4 := by classical have hc := S.localized_crossing hP S.vertices (by rfl) have he : S.edges.filter (fun e => e.1 ∈ S.vertices) = S.edges := by exact Finset.filter_eq_self.mpr (fun e he => (S.edge_ends he).1) rw [he, S.card_edges] at hc push_cast at hc have hs : (S.vertices.card : ℝ) ≤ n := by exact_mod_cast S.vertices_le have ha : (1 : ℝ) ≤ a := by exact_mod_cast (NeZero.one_le : 1 ≤ a) have hn : (1 : ℝ) ≤ n := by exact_mod_cast (NeZero.one_le : 1 ≤ n) have hs₁ : 4608 * (a : ℝ)^2 * S.vertices.card * (S.vertices.card : ℝ)^3 ≤ 4608 * (a : ℝ)^2 * (n : ℝ)^4 := by calc _ ≤ 4608 * (a : ℝ)^2 * n * (n : ℝ)^3 := by gcongr _ = _ := by ring have hs₂ : 13824 * (S.vertices.card : ℝ)^3 ≤ 13824 * (a : ℝ)^2 * (n : ℝ)^4 := by calc _ ≤ 13824 * (n : ℝ)^3 := by gcongr _ = 13824 * (1 : ℝ)^2 * (1 * (n : ℝ)^3) := by ring _ ≤ 13824 * (a : ℝ)^2 * (n * (n : ℝ)^3) := by gcongr _ = _ := by ring have hh : (a : ℝ)^2 * ((R : ℝ)^3 * (a : ℝ)^4) ≤ (a : ℝ)^2 * (18432 * (n : ℝ)^4) := by nlinarith only [hc, hs₁, hs₂] exact (mul_le_mul_iff_right₀ (by positivity : 0 < (a : ℝ)^2)).mp hh end PlanarHalving.Batches namespace PlanarHalving.PlaneGraph lemma height_of_mem_segment {p q z : Point} (hx : p.1 ≠ q.1) (hz : z ∈ segment ℝ p q) : z.2 = height p q z.1 := by rw [segment_eq_image] at hz obtain ⟨t,_,rfl⟩ := hz simp only [Prod.fst_add, Prod.snd_add, Prod.smul_fst, Prod.smul_snd, smul_eq_mul] unfold height slope field_simp ring end PlanarHalving.PlaneGraph namespace PlanarHalving.RankCoordinates open Set noncomputable def envelope {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) (x : ℝ) : ℝ := Finset.univ.sup' Finset.univ_nonempty (fun i => m i*x+c i) lemma le_envelope {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) (i : ι) (x : ℝ) : m i*x+c i ≤ envelope m c x := Finset.le_sup' (fun j => m j*x+c j) (Finset.mem_univ i) lemma envelope_le {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) (x y : ℝ) (h : ∀ i, m i*x+c i ≤ y) : envelope m c x ≤ y := Finset.sup'_le Finset.univ_nonempty _ (fun i _ => h i) lemma envelope_attains {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) (x : ℝ) : ∃ i, envelope m c x = m i*x+c i := by obtain ⟨i,_,hi⟩ := Finset.exists_max_image Finset.univ (fun i => m i*x+c i) Finset.univ_nonempty exact ⟨i, le_antisymm (envelope_le m c x _ (fun j => hi j (Finset.mem_univ j))) (le_envelope m c i x)⟩ lemma continuous_envelope {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) : Continuous (envelope m c) := by have hh : Continuous (Finset.univ.sup' Finset.univ_nonempty (fun i => fun x : ℝ => m i*x+c i)) := Continuous.finset_sup' Finset.univ_nonempty (fun _ _ => by fun_prop) convert hh using 1 funext x simp only [envelope, Finset.sup'_apply] lemma convexOn_envelope {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) : ConvexOn ℝ Set.univ (envelope m c) := by refine ⟨convex_univ, ?_⟩ intro x _ y _ a b ha hb hab simp only [smul_eq_mul] apply envelope_le intro i have h₁ := mul_le_mul_of_nonneg_left (le_envelope m c i x) ha have h₂ := mul_le_mul_of_nonneg_left (le_envelope m c i y) hb calc m i * (a*x+b*y)+c i = a*(m i*x+c i)+b*(m i*y+c i) := by have hh := congrArg (fun t => t * c i) hab nlinarith only [hh] _ ≤ _ := add_le_add h₁ h₂ lemma envelope_slopes {ι : Type*} [Fintype ι] [Nonempty ι] (m c : ι → ℝ) {l u : ℝ} (hm : ∀ i, l ≤ m i ∧ m i ≤ u) {x y : ℝ} (hxy : x ≤ y) : l*(y-x) ≤ envelope m c y - envelope m c x ∧ envelope m c y - envelope m c x ≤ u*(y-x) := by obtain ⟨i,hi⟩ := envelope_attains m c x obtain ⟨j,hj⟩ := envelope_attains m c y have h₁ := le_envelope m c i y have h₂ := le_envelope m c j x have h₃ := mul_le_mul_of_nonneg_right (hm i).1 (sub_nonneg.mpr hxy) have h₄ := mul_le_mul_of_nonneg_right (hm j).2 (sub_nonneg.mpr hxy) constructor · rw [hi] linarith only [h₁,h₃] · rw [hj] linarith only [h₂,h₄] end PlanarHalving.RankCoordinates namespace PlanarHalving.Batches open PlaneGraph RankCoordinates variable {R : ℕ} lemma ConvexPath.lower_ray (C : ConvexPath R) {l : ℝ} (hl : ∀ b : Fin R, C.point b.castSucc ≠ C.point b.succ → l ≤ slope (C.point b.castSucc) (C.point b.succ)) (c : Fin (R+1)) : (C.point 0).2 + ( (C.point c).1 - (C.point 0).1)*l ≤ (C.point c).2 := by have h := fin_between_le (f := fun r => Sweep.projection l (C.point r)) 0 c (Fin.zero_le c) (by intro b _ _ rcases C.right b with he | he · rw [he] · have hn : C.point b.castSucc ≠ C.point b.succ := fun h => he.ne (congrArg Prod.fst h) have hp := projection_step (C.point b.castSucc) (C.point b.succ) (t := l) he.ne have hprod := mul_nonneg (sub_nonneg.mpr he.le) (sub_nonneg.mpr (hl b hn)) linarith only [hp,hprod]) unfold Sweep.projection at h linarith only [h] lemma ConvexPath.upper_ray (C : ConvexPath R) {u : ℝ} (hu : ∀ b : Fin R, C.point b.castSucc ≠ C.point b.succ → slope (C.point b.castSucc) (C.point b.succ) ≤ u) (c : Fin (R+1)) : (C.point (Fin.last R)).2 + ((C.point c).1 - (C.point (Fin.last R)).1)*u ≤ (C.point c).2 := by have h := fin_between_le (f := fun r => -Sweep.projection u (C.point r)) c (Fin.last R) (Fin.le_last c) (by intro b _ _ rcases C.right b with he | he · rw [he] · have hn : C.point b.castSucc ≠ C.point b.succ := fun h => he.ne (congrArg Prod.fst h) have hp := projection_step (C.point b.castSucc) (C.point b.succ) (t := u) he.ne have hprod := mul_nonpos_of_nonneg_of_nonpos (sub_nonneg.mpr he.le) (sub_nonpos.mpr (hu b hn)) linarith only [hp,hprod]) unfold Sweep.projection at h linarith only [h] noncomputable def ConvexPath.extensionSlopes (C : ConvexPath R) (l u : ℝ) : Fin R ⊕ Bool → ℝ | .inl b => if C.point b.castSucc = C.point b.succ then l else slope (C.point b.castSucc) (C.point b.succ) | .inr false => l | .inr true => u noncomputable def ConvexPath.extensionIntercepts (C : ConvexPath R) (l u : ℝ) : Fin R ⊕ Bool → ℝ | .inl b => if C.point b.castSucc = C.point b.succ then (C.point 0).2 - l*(C.point 0).1 else (C.point b.castSucc).2 - slope (C.point b.castSucc) (C.point b.succ)*(C.point b.castSucc).1 | .inr false => (C.point 0).2 - l*(C.point 0).1 | .inr true => (C.point (Fin.last R)).2 - u*(C.point (Fin.last R)).1 noncomputable def ConvexPath.extension (C : ConvexPath R) (l u : ℝ) : ℝ → ℝ := envelope (C.extensionSlopes l u) (C.extensionIntercepts l u) lemma ConvexPath.extension_slopes (C : ConvexPath R) {l u : ℝ} (hlu : l ≤ u) (hsl : ∀ b : Fin R, C.point b.castSucc ≠ C.point b.succ → l ≤ slope (C.point b.castSucc) (C.point b.succ) ∧ slope (C.point b.castSucc) (C.point b.succ) ≤ u) : ∀ i, l ≤ C.extensionSlopes l u i ∧ C.extensionSlopes l u i ≤ u := by intro i cases i with | inl b => by_cases hb : C.point b.castSucc = C.point b.succ · simp only [ConvexPath.extensionSlopes, ite_eq_left hb] exact ⟨le_rfl,hlu⟩ · simpa only [ConvexPath.extensionSlopes, ite_eq_right hb] using hsl b hb | inr b => cases b <;> simp only [ConvexPath.extensionSlopes] <;> exact ⟨by order, by order⟩ lemma ConvexPath.extension_below_vertex (C : ConvexPath R) {l u : ℝ} (hsl : ∀ b : Fin R, C.point b.castSucc ≠ C.point b.succ → l ≤ slope (C.point b.castSucc) (C.point b.succ) ∧ slope (C.point b.castSucc) (C.point b.succ) ≤ u) (c : Fin (R+1)) : C.extension l u (C.point c).1 ≤ (C.point c).2 := by apply envelope_le intro i have hl := C.lower_ray (fun b hb => (hsl b hb).1) c have hu := C.upper_ray (fun b hb => (hsl b hb).2) c cases i with | inl b => by_cases hb : C.point b.castSucc = C.point b.succ · simp only [ConvexPath.extensionSlopes, ConvexPath.extensionIntercepts, ite_eq_left hb] linarith only [hl] · simp only [ConvexPath.extensionSlopes, ConvexPath.extensionIntercepts, ite_eq_right hb] have hh := C.support_vertex b hb c unfold height at hh linarith only [hh] | inr b => cases b <;> simp only [ConvexPath.extensionSlopes, ConvexPath.extensionIntercepts] <;> linarith only [hl,hu] lemma ConvexPath.extension_edge (C : ConvexPath R) {l u : ℝ} (hsl : ∀ b : Fin R, C.point b.castSucc ≠ C.point b.succ → l ≤ slope (C.point b.castSucc) (C.point b.succ) ∧ slope (C.point b.castSucc) (C.point b.succ) ≤ u) (b : Fin R) (hb : C.point b.castSucc ≠ C.point b.succ) {z : Point} (hz : z ∈ segment ℝ (C.point b.castSucc) (C.point b.succ)) : C.extension l u z.1 = z.2 := by apply le_antisymm · rw [segment_eq_image] at hz obtain ⟨t,ht,rfl⟩ := hz have hc := convexOn_envelope (C.extensionSlopes l u) (C.extensionIntercepts l u) have hh := hc.2 (Set.mem_univ (C.point b.castSucc).1) (Set.mem_univ (C.point b.succ).1) (sub_nonneg.mpr ht.2) ht.1 (by ring : (1-t)+t=1) have h₀ := mul_le_mul_of_nonneg_left (C.extension_below_vertex hsl b.castSucc) (sub_nonneg.mpr ht.2) have h₁ := mul_le_mul_of_nonneg_left (C.extension_below_vertex hsl b.succ) ht.1 simp only [Prod.fst_add, Prod.snd_add, Prod.smul_fst, Prod.smul_snd, smul_eq_mul] at * exact hh.trans (add_le_add h₀ h₁) · have hh := le_envelope (C.extensionSlopes l u) (C.extensionIntercepts l u) (.inl b) z.1 simp only [ConvexPath.extensionSlopes, ConvexPath.extensionIntercepts, ite_eq_right hb] at hh have hz' := height_of_mem_segment (C.right b |>.resolve_left hb).ne hz unfold height at hz' change z.2 ≤ envelope (C.extensionSlopes l u) (C.extensionIntercepts l u) z.1 linarith only [hh,hz'] end PlanarHalving.Batches end OAI