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| import OAI.Combinatorics.CycleDecomposition.ScaleDecomposition | |
| namespace OAI | |
| universe cycleUniverse1 cycleUniverse2 cycleUniverse3 cycleUniverse4 cycleUniverse5 cycleUniverse6 cycleUniverse7 cycleUniverse8 cycleUniverse9 cycleUniverse10 cycleUniverse11 cycleUniverse12 cycleUniverse13 cycleUniverse14 cycleUniverse15 cycleUniverse16 | |
| section | |
| open Filter Asymptotics Real | |
| open scoped Topology | |
| noncomputable section | |
| open MeasureTheory ProbabilityTheory Finset | |
| section | |
| namespace ErdosGallai.Indexing | |
| noncomputable section | |
| open Finset | |
| variable {I : Type cycleUniverse1} [DecidableEq I] | |
| def batchWeight (w : I → ℕ) (b : Finset I) : ℝ := ∑ i ∈ b, (w i : ℝ) | |
| lemma batchWeight_nonneg {I : Type cycleUniverse2} [_contextInstance1 : DecidableEq I] (w : I → ℕ) (b : Finset I) : 0 ≤ batchWeight w b := by | |
| exact Finset.sum_nonneg (fun _ _ => Nat.cast_nonneg _) | |
| lemma indexed_batch_construction (w : I → ℕ) (A : Finset I) (B : ℝ) (hB : 0 < B) | |
| (hw : ∀ i ∈ A, (w i : ℝ) ≤ B/2) : | |
| ∃ P : List (Finset I), | |
| P.Pairwise Disjoint ∧ | |
| (∀ i, i ∈ A ↔ ∃ b ∈ P, i ∈ b) ∧ | |
| (∀ b ∈ P, b.Nonempty ∧ batchWeight w b ≤ B) ∧ | |
| (∀ b ∈ P.tail, B/2 < batchWeight w b) ∧ | |
| (P.map (batchWeight w)).sum = batchWeight w A := by | |
| induction A using Finset.induction_on with | |
| | empty => | |
| refine ⟨[], by simp, ?_, by simp, by simp, ?_⟩ | |
| · simp | |
| · simp [batchWeight] | |
| | @insert a A ha ih => | |
| obtain ⟨P, hdisj, hcover, hbins, hheavy, hmass⟩ := ih (fun i hi => hw i (by simp [hi])) | |
| have hwa := hw a (by simp) | |
| have haP : ∀ b ∈ P, a ∉ b := by | |
| intro b hb hab | |
| exact ha ((hcover a).mpr ⟨b,hb,hab⟩) | |
| cases P with | |
| | nil => | |
| have hAz : A = ∅ := by | |
| apply Finset.eq_empty_iff_forall_notMem.mpr | |
| intro i hi | |
| simpa using (hcover i).mp hi | |
| subst A | |
| refine ⟨[{a}], by simp, ?_, ?_, by simp, ?_⟩ | |
| · intro i; simp | |
| · intro b hb | |
| simp only [List.mem_singleton] at hb | |
| subst b | |
| exact ⟨by simp, by simp [batchWeight]; linarith⟩ | |
| · simp | |
| | cons b bs => | |
| have hab : a ∉ b := haP b (by simp) | |
| obtain ⟨hbne,hbB⟩ := hbins b (by simp) | |
| by_cases hlight : batchWeight w b ≤ B/2 | |
| · refine ⟨insert a b :: bs, ?_, ?_, ?_, ?_, ?_⟩ | |
| · rw [List.pairwise_cons] | |
| refine ⟨?_, (List.pairwise_cons.mp hdisj).2⟩ | |
| intro d hd | |
| exact Finset.disjoint_insert_left.mpr ⟨haP d (by simp [hd]), | |
| (List.pairwise_cons.mp hdisj).1 d hd⟩ | |
| · intro i | |
| constructor | |
| · intro hia | |
| rcases Finset.mem_insert.mp hia with hia | hi | |
| · exact ⟨insert a b, by simp, by simp [hia]⟩ | |
| · obtain ⟨d,hd,hid⟩ := (hcover i).mp hi | |
| rcases List.mem_cons.mp hd with hd | hd | |
| · subst d | |
| exact ⟨insert a b, by simp, Finset.mem_insert_of_mem hid⟩ | |
| · exact ⟨d, by simp [hd], hid⟩ | |
| · rintro ⟨d,hd,hid⟩ | |
| rcases List.mem_cons.mp hd with rfl | hd | |
| · rcases Finset.mem_insert.mp hid with rfl | hib | |
| · simp | |
| · exact Finset.mem_insert_of_mem ((hcover i).mpr ⟨b, by simp, hib⟩) | |
| · exact Finset.mem_insert_of_mem ((hcover i).mpr ⟨d, by simp [hd], hid⟩) | |
| · intro d hd | |
| rcases List.mem_cons.mp hd with rfl | hd | |
| · refine ⟨by simp, ?_⟩ | |
| simp only [batchWeight, Finset.sum_insert hab] | |
| change (w a : ℝ) + batchWeight w b ≤ B | |
| linarith | |
| · exact hbins d (by simp [hd]) | |
| · simpa using hheavy | |
| · simp only [List.map_cons, List.sum_cons] at hmass ⊢ | |
| rw [show batchWeight w (insert a b) = (w a:ℝ)+batchWeight w b by | |
| simp [batchWeight, hab], show batchWeight w (insert a A) = (w a:ℝ)+batchWeight w A by | |
| simp [batchWeight, ha]] | |
| linarith | |
| · refine ⟨{a} :: b :: bs, ?_, ?_, ?_, ?_, ?_⟩ | |
| · rw [List.pairwise_cons] | |
| exact ⟨fun d hd => Finset.disjoint_singleton_left.mpr (haP d hd), hdisj⟩ | |
| · intro i | |
| constructor | |
| · intro hi | |
| rcases Finset.mem_insert.mp hi with hia | hi | |
| · exact ⟨{a}, by simp, by simp [hia]⟩ | |
| · obtain ⟨d,hd,hid⟩ := (hcover i).mp hi | |
| exact ⟨d, List.mem_cons_of_mem _ hd, hid⟩ | |
| · rintro ⟨d,hd,hid⟩ | |
| rcases List.mem_cons.mp hd with rfl | hd | |
| · exact Finset.mem_insert.mpr (Or.inl (Finset.mem_singleton.mp hid)) | |
| · exact Finset.mem_insert_of_mem ((hcover i).mpr ⟨d,hd,hid⟩) | |
| · intro d hd | |
| rcases List.mem_cons.mp hd with rfl | hd | |
| · exact ⟨by simp, by simp [batchWeight]; linarith⟩ | |
| · exact hbins d hd | |
| · intro d hd | |
| rcases List.mem_cons.mp hd with rfl | hd | |
| · exact lt_of_not_ge hlight | |
| · exact hheavy d hd | |
| · simp only [List.map_cons, List.sum_cons] at hmass ⊢ | |
| simp only [batchWeight, Finset.sum_singleton, Finset.sum_insert ha] at hmass ⊢ | |
| linarith | |
| lemma batch_tail_mass {I : Type cycleUniverse3} [_contextInstance1 : DecidableEq I] (w : I → ℕ) (P : List (Finset I)) (t : ℝ) | |
| (ht : ∀ b ∈ P, t ≤ batchWeight w b) : | |
| (P.length : ℝ)*t ≤ (P.map (batchWeight w)).sum := by | |
| induction P with | |
| | nil => simp | |
| | cons b bs ih => | |
| have hb := ht b (by simp) | |
| have hbs := ih (fun d hd => ht d (by simp [hd])) | |
| simp only [List.length_cons, Nat.cast_add, Nat.cast_one, List.map_cons, List.sum_cons] | |
| nlinarith | |
| theorem indexed_batch_partition (w : I → ℕ) (A : Finset I) (B : ℝ) (hB : 0 < B) | |
| (hw : ∀ i ∈ A, (w i : ℝ) ≤ B/2) : | |
| ∃ P : List (Finset I), | |
| P.Pairwise Disjoint ∧ | |
| (∀ i, i ∈ A ↔ ∃ b ∈ P, i ∈ b) ∧ | |
| (∀ b ∈ P, b.Nonempty ∧ batchWeight w b ≤ B) ∧ | |
| (P.map (batchWeight w)).sum = batchWeight w A ∧ | |
| (P.length : ℝ) ≤ 1 + 2*batchWeight w A/B := by | |
| obtain ⟨P,hd,hc,hb,ht,hm⟩ := indexed_batch_construction w A B hB hw | |
| refine ⟨P,hd,hc,hb,hm,?_⟩ | |
| have htail := batch_tail_mass w P.tail (B/2) (fun b hb => (ht b hb).le) | |
| cases P with | |
| | nil => | |
| simp only [List.length_nil, Nat.cast_zero] | |
| have hh := div_nonneg (mul_nonneg (by norm_num : (0:ℝ) ≤ 2) (batchWeight_nonneg w A)) hB.le | |
| linarith | |
| | cons b bs => | |
| simp only [List.tail_cons, List.length_cons, Nat.cast_add, Nat.cast_one] at htail ⊢ | |
| simp only [List.map_cons, List.sum_cons] at hm | |
| have hb0 := batchWeight_nonneg w b | |
| have hdv : (bs.length : ℝ) ≤ 2*batchWeight w A/B := by | |
| apply (le_div_iff₀ hB).mpr | |
| linarith | |
| linarith | |
| end | |
| end ErdosGallai.Indexing | |
| namespace ErdosGallai.Indexing | |
| noncomputable section | |
| open scoped BigOperators | |
| private theorem cover_card_le {V : Type cycleUniverse4} {I : Type cycleUniverse5} [DecidableEq V] [Fintype I] | |
| (S : Finset V) (W : I → Finset V) | |
| (h : S ⊆ Finset.univ.biUnion W) : | |
| S.card ≤ ∑ i, (W i).card := | |
| (Finset.card_le_card h).trans Finset.card_biUnion_le | |
| private theorem disjoint_piece_inter {V : Type cycleUniverse6} {J : Type cycleUniverse7} [DecidableEq V] [Fintype J] | |
| (R : J → Finset V) (hR : Pairwise fun i j => Disjoint (R i) (R j)) | |
| (S : Finset V) : | |
| (S ∩ Finset.univ.biUnion R).card = ∑ j, (S ∩ R j).card := by | |
| rw [Finset.inter_biUnion] | |
| apply Finset.card_biUnion | |
| intro i _ j _ hij | |
| exact (hR hij).mono Finset.inter_subset_right Finset.inter_subset_right | |
| theorem active_occurrences {V : Type cycleUniverse8} {I : Type cycleUniverse9} {J : Type cycleUniverse10} [DecidableEq V] | |
| [Fintype I] [Fintype J] | |
| (Y good : Finset V) (W : I → Finset V) (R : J → Finset V) | |
| (_hW : ∀ i, W i ⊆ Y) (hRsub : ∀ j, R j ⊆ Y) | |
| (hcover : Y ⊆ Finset.univ.biUnion W) | |
| (hR : Pairwise fun i j => Disjoint (R i) (R j)) | |
| (keep : I → J → Prop) [∀ i j, Decidable (keep i j)] : | |
| let active := ∑ i, ∑ j, if keep i j then (W i ∩ R j ∩ good).card else 0 | |
| let skipped := ∑ i, ∑ j, if keep i j then 0 else (W i ∩ R j ∩ good).card | |
| (∑ j, (R j).card) ≤ active + skipped + (Y \ good).card ∧ | |
| active + Y.card ≤ (∑ j, (R j).card) + ∑ i, (W i).card := by | |
| classical | |
| dsimp only | |
| let U := Finset.univ.biUnion R | |
| have hU : U ⊆ Y := by | |
| intro v hv | |
| obtain ⟨j, _, hj⟩ := Finset.mem_biUnion.mp hv | |
| exact hRsub j hj | |
| have hcard : U.card = ∑ j, (R j).card := by | |
| apply Finset.card_biUnion | |
| intro i _ j _ hij | |
| exact hR hij | |
| let mass := ∑ i, ∑ j, (W i ∩ R j ∩ good).card | |
| let whole := ∑ i, (W i ∩ U).card | |
| have hsplit : | |
| (∑ i, ∑ j, if keep i j then (W i ∩ R j ∩ good).card else 0) + | |
| (∑ i, ∑ j, if keep i j then 0 else (W i ∩ R j ∩ good).card) = mass := by | |
| dsimp [mass] | |
| rw [← Finset.sum_add_distrib] | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| rw [← Finset.sum_add_distrib] | |
| apply Finset.sum_congr rfl | |
| intro j _ | |
| split_ifs <;> omega | |
| have hgood : (U ∩ good).card ≤ mass := by | |
| have hc : U ∩ good ⊆ Finset.univ.biUnion (fun i => W i ∩ U ∩ good) := by | |
| intro v hv | |
| obtain ⟨i, hi, hvi⟩ := Finset.mem_biUnion.mp (hcover (hU (Finset.mem_inter.mp hv).1)) | |
| exact Finset.mem_biUnion.mpr ⟨i, hi, Finset.mem_inter.mpr | |
| ⟨Finset.mem_inter.mpr ⟨hvi, (Finset.mem_inter.mp hv).1⟩, | |
| (Finset.mem_inter.mp hv).2⟩⟩ | |
| apply (cover_card_le (U ∩ good) _ hc).trans | |
| apply le_of_eq | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| have heq : W i ∩ U ∩ good = (W i ∩ good) ∩ U := by ext v; simp only [Finset.mem_inter]; tauto | |
| rw [heq, disjoint_piece_inter R hR] | |
| apply Finset.sum_congr rfl | |
| intro j _ | |
| congr 1 | |
| ext v | |
| simp only [Finset.mem_inter] | |
| tauto | |
| have hbad : (U \ good).card ≤ (Y \ good).card := by | |
| apply Finset.card_le_card | |
| intro v hv | |
| exact Finset.mem_sdiff.mpr ⟨hU (Finset.mem_sdiff.mp hv).1, (Finset.mem_sdiff.mp hv).2⟩ | |
| have hmass : mass ≤ whole := by | |
| apply Finset.sum_le_sum | |
| intro i _ | |
| rw [disjoint_piece_inter R hR] | |
| exact Finset.sum_le_sum fun j _ => Finset.card_le_card Finset.inter_subset_left | |
| have houtside : (Y \ U).card ≤ ∑ i, (W i \ U).card := by | |
| apply cover_card_le | |
| intro v hv | |
| obtain ⟨i, hi, hvi⟩ := Finset.mem_biUnion.mp (hcover (Finset.mem_sdiff.mp hv).1) | |
| exact Finset.mem_biUnion.mpr ⟨i, hi, Finset.mem_sdiff.mpr ⟨hvi, (Finset.mem_sdiff.mp hv).2⟩⟩ | |
| have hY : U.card + (Y \ U).card = Y.card := by | |
| simpa only [Finset.inter_eq_right.mpr hU] using Finset.card_inter_add_card_sdiff Y U | |
| have hWsum : whole + (∑ i, (W i \ U).card) = ∑ i, (W i).card := by | |
| dsimp [whole] | |
| rw [← Finset.sum_add_distrib] | |
| exact Finset.sum_congr rfl fun i _ => Finset.card_inter_add_card_sdiff (W i) U | |
| have hUgood := Finset.card_inter_add_card_sdiff U good | |
| constructor <;> omega | |
| theorem skipped_occurrences_bound {V : Type cycleUniverse11} {I : Type cycleUniverse12} {J : Type cycleUniverse13} [DecidableEq V] | |
| [Fintype I] [Fintype J] (W : I → Finset V) (R : J → Finset V) | |
| (good : Finset V) (L : ℕ) : | |
| (∑ i, ∑ j, if L ≤ (W i ∩ R j ∩ good).card then 0 | |
| else (W i ∩ R j ∩ good).card) ≤ L * Fintype.card I * Fintype.card J := by | |
| classical | |
| calc | |
| _ ≤ ∑ _i : I, ∑ _j : J, L := by | |
| apply Finset.sum_le_sum | |
| intro i _ | |
| apply Finset.sum_le_sum | |
| intro j _ | |
| split_ifs <;> omega | |
| _ = _ := by simp only [Finset.sum_const, Finset.card_univ, smul_eq_mul]; ring | |
| end | |
| end ErdosGallai.Indexing | |
| namespace ErdosGallai.Indexing | |
| noncomputable section | |
| open Finset SimpleGraph | |
| attribute [local instance] Classical.propDecidable | |
| lemma list_pairwise_get {A : Type cycleUniverse14} {R : A → A → Prop} {L : List A} | |
| (h : L.Pairwise R) (hs : (∀ ⦃left right⦄, R left right → R right left)) : Pairwise fun i j : Fin L.length => R (L.get i) (L.get j) := by | |
| intro i j hij | |
| rcases lt_or_gt_of_ne (show i.val ≠ j.val from fun he => hij (Fin.ext he)) with hlt | hgt | |
| · exact List.pairwise_iff_getElem.mp h i.val j.val i.isLt j.isLt hlt | |
| · exact hs (List.pairwise_iff_getElem.mp h j.val i.val j.isLt i.isLt hgt) | |
| lemma list_sum_get {A : Type cycleUniverse15} {M : Type cycleUniverse16} [AddCommMonoid M] (L : List A) (f : A → M) : | |
| (∑ i : Fin L.length, f (L.get i)) = (L.map f).sum := by | |
| rw [← List.sum_ofFn] | |
| calc | |
| _ = (List.map f (List.ofFn L.get)).sum := by rw [List.map_ofFn]; rfl | |
| _ = _ := by rw [List.ofFn_get] | |
| structure GraphBatches {V : Type} (F : SimpleGraph V) (Y : Finset V) (B T : ℝ) where | |
| Index : Type | |
| finite : Fintype Index | |
| graph : Index → SimpleGraph V | |
| vertices : Index → Finset V | |
| graph_le : ∀ i, graph i ≤ F | |
| disjoint : Pairwise fun i j => Disjoint (graph i).edgeSet (graph j).edgeSet | |
| edge_cover : (⋃ i, (graph i).edgeSet) = F.edgeSet | |
| supported : ∀ i, ∀ ⦃x y⦄, (graph i).Adj x y → x ∈ vertices i ∧ y ∈ vertices i | |
| subset : ∀ i, vertices i ⊆ Y | |
| vertex_cover : Y ⊆ univ.biUnion vertices | |
| order_le : ∀ i, ((vertices i).card:ℝ) ≤ B | |
| mass_le : (∑ i, ((vertices i).card:ℝ)) ≤ T | |
| count_le : (Fintype.card Index:ℝ) ≤ 1+2*T/B | |
| attribute [instance] GraphBatches.finite | |
| theorem materialize_batches {V I : Type} [Fintype I] | |
| (F : SimpleGraph V) (Y : Finset V) (H : I → SimpleGraph V) (U : I → Finset V) | |
| (hHH : Pairwise fun i j => Disjoint (H i).edgeSet (H j).edgeSet) | |
| (hu : (⋃ i, (H i).edgeSet) = F.edgeSet) | |
| (hU : ∀ i, ∀ ⦃x y⦄, (H i).Adj x y → x ∈ U i ∧ y ∈ U i) | |
| (hUY : ∀ i, U i ⊆ Y) (hY : Y ⊆ univ.biUnion U) | |
| (B : ℝ) (hB : 0 < B) (hsmall : ∀ i, ((U i).card:ℝ) ≤ B/2) : | |
| Nonempty (GraphBatches F Y B (∑ i, ((U i).card:ℝ))) := by | |
| classical | |
| obtain ⟨L,hLd,hLc,hLn,hLm,hLnum⟩ := indexed_batch_partition (fun i => (U i).card) univ B hB (fun i _ => hsmall i) | |
| let A := Fin L.length | |
| let bag (a : A) : Finset I := L.get a | |
| let W (a : A) := (bag a).biUnion U | |
| let J (a : A) : SimpleGraph V := ⨆ i ∈ bag a, H i | |
| have hbagd : Pairwise fun a b => Disjoint (bag a) (bag b) := list_pairwise_get hLd (fun _ _ h => h.symm) | |
| have hbagcov (i : I) : ∃ a : A, i ∈ bag a := by | |
| obtain ⟨b,hb,hi⟩ := (hLc i).mp (mem_univ _) | |
| obtain ⟨k,hk⟩ := List.mem_iff_get.mp hb | |
| exact ⟨k,by change i ∈ L.get k; rwa [hk]⟩ | |
| have hJedge (a : A) : (J a).edgeSet = ⋃ i ∈ bag a, (H i).edgeSet := by | |
| ext e | |
| induction e using Sym2.ind with | |
| | _ x y => simp [J,SimpleGraph.mem_edgeSet,SimpleGraph.iSup_adj] | |
| have hJsub (a : A) : (J a).edgeSet ⊆ F.edgeSet := by | |
| rw [hJedge,← hu] | |
| exact Set.iUnion₂_subset fun i _ => Set.subset_iUnion (fun j : I => (H j).edgeSet) i | |
| have hWweight (a : A) : ((W a).card:ℝ) ≤ batchWeight (fun i => (U i).card) (bag a) := by | |
| have hh := Finset.card_biUnion_le (s := bag a) (t := U) | |
| dsimp only [W,batchWeight] | |
| exact_mod_cast hh | |
| have hJd : Pairwise fun a b => Disjoint (J a).edgeSet (J b).edgeSet := by | |
| intro a b hab | |
| rw [hJedge,hJedge] | |
| apply Set.disjoint_left.mpr | |
| rintro e he he' | |
| obtain ⟨i,hi,he⟩ := Set.mem_iUnion₂.mp he | |
| obtain ⟨j,hj,he'⟩ := Set.mem_iUnion₂.mp he' | |
| have hij : i ≠ j := by rintro rfl; exact Finset.disjoint_left.mp (hbagd hab) hi hj | |
| exact Set.disjoint_left.mp (hHH hij) he he' | |
| refine ⟨{ | |
| Index := A | |
| finite := inferInstance | |
| graph := J | |
| vertices := W | |
| graph_le := fun a => SimpleGraph.edgeSet_subset_edgeSet.mp (hJsub a) | |
| disjoint := hJd | |
| edge_cover := ?_ | |
| supported := ?_ | |
| subset := ?_ | |
| vertex_cover := ?_ | |
| order_le := ?_ | |
| mass_le := ?_ | |
| count_le := ?_ }⟩ | |
| · apply Set.Subset.antisymm (Set.iUnion_subset hJsub) | |
| intro e he | |
| rw [← hu] at he | |
| obtain ⟨i,hi⟩ := Set.mem_iUnion.mp he | |
| obtain ⟨a,hia⟩ := hbagcov i | |
| exact Set.mem_iUnion.mpr ⟨a,by rw [hJedge]; exact Set.mem_iUnion₂.mpr ⟨i,hia,hi⟩⟩ | |
| · intro a x y hxy | |
| have he : s(x,y) ∈ (J a).edgeSet := hxy | |
| rw [hJedge] at he | |
| obtain ⟨i,hi,he⟩ := Set.mem_iUnion₂.mp he | |
| exact ⟨Finset.mem_biUnion.mpr ⟨i,hi,(hU i he).1⟩,Finset.mem_biUnion.mpr ⟨i,hi,(hU i he).2⟩⟩ | |
| · intro a v hv | |
| obtain ⟨i,_,hi⟩ := Finset.mem_biUnion.mp hv | |
| exact hUY i hi | |
| · intro v hv | |
| obtain ⟨i,_,hi⟩ := Finset.mem_biUnion.mp (hY hv) | |
| obtain ⟨a,ha⟩ := hbagcov i | |
| exact Finset.mem_biUnion.mpr ⟨a,mem_univ _,Finset.mem_biUnion.mpr ⟨i,ha,hi⟩⟩ | |
| · intro a | |
| exact (hWweight a).trans ((hLn (bag a) (L.get_mem a)).2) | |
| · calc | |
| _ ≤ ∑ a, batchWeight (fun i => (U i).card) (bag a) := Finset.sum_le_sum (fun a _ => hWweight a) | |
| _ = _ := by rw [list_sum_get,hLm]; rfl | |
| · simpa only [A,Fintype.card_fin,batchWeight] using hLnum | |
| end | |
| end ErdosGallai.Indexing | |
| namespace ErdosGallai.Indexing | |
| noncomputable section | |
| open Finset SimpleGraph | |
| attribute [local instance] Classical.propDecidable | |
| def goodVertices {V : Type} [Fintype V] (F : SimpleGraph V) (Y : Finset V) (a : ℝ) : Finset V := | |
| Y.filter fun v => (F.degree v:ℝ) ≤ a | |
| lemma bad_vertices_degree_bound {V : Type} [Fintype V] (F : SimpleGraph V) (Y : Finset V) (a : ℝ) : | |
| a * ((Y \ goodVertices F Y a).card:ℝ) ≤ 2 * (F.edgeFinset.card:ℝ) := by | |
| classical | |
| let bad := Y \ goodVertices F Y a | |
| have hbad (v) (hv : v ∈ bad) : a ≤ (F.degree v:ℝ) := by | |
| have hn := (Finset.mem_sdiff.mp hv).2 | |
| exact le_of_lt (lt_of_not_ge (fun h => hn (Finset.mem_filter.mpr ⟨(Finset.mem_sdiff.mp hv).1,h⟩))) | |
| calc | |
| _ = ∑ v ∈ bad, a := by simp [bad,mul_comm] | |
| _ ≤ ∑ v ∈ bad, (F.degree v:ℝ) := Finset.sum_le_sum hbad | |
| _ ≤ ∑ v, (F.degree v:ℝ) := Finset.sum_le_sum_of_subset_of_nonneg (Finset.subset_univ _) (by intros; positivity) | |
| _ = _ := by exact_mod_cast F.sum_degrees_eq_twice_card_edges | |
| structure ActiveFamily {V R B : Type} [Fintype V] [Fintype R] [Fintype B] | |
| (F : SimpleGraph V) (Y : Finset V) (W : B → Finset V) (U : R → Finset V) (a L : ℝ) where | |
| Index : B → Type | |
| finite : ∀ b, Fintype (Index b) | |
| vertices : ∀ b, Index b → Finset V | |
| router : ∀ b, Index b → R | |
| subset_batch : ∀ b i, vertices b i ⊆ W b | |
| subset_router : ∀ b i, vertices b i ⊆ U (router b i) | |
| disjoint : ∀ b, Pairwise fun i j => Disjoint (vertices b i) (vertices b j) | |
| degree_le : ∀ b i v, v ∈ vertices b i → (F.degree v:ℝ) ≤ a | |
| large : ∀ b i, L ≤ ((vertices b i).card:ℝ) | |
| lower : (∑ r, ((U r).card:ℝ)) - ((Y \ goodVertices F Y a).card:ℝ) - | |
| L * Fintype.card B * Fintype.card R ≤ ∑ b, ∑ i, ((vertices b i).card:ℝ) | |
| upper : (∑ b, ∑ i, ((vertices b i).card:ℝ)) + Y.card ≤ | |
| (∑ r, ((U r).card:ℝ)) + ∑ b, ((W b).card:ℝ) | |
| attribute [instance] ActiveFamily.finite | |
| theorem choose_active_family {V R B : Type} [Fintype V] [Fintype R] [Fintype B] | |
| (F : SimpleGraph V) (Y : Finset V) (W : B → Finset V) (U : R → Finset V) (a L : ℝ) | |
| (hL : 0 ≤ L) (hW : ∀ b, W b ⊆ Y) (hU : ∀ r, U r ⊆ Y) | |
| (hcov : Y ⊆ univ.biUnion W) (hUd : Pairwise fun r s => Disjoint (U r) (U s)) : | |
| Nonempty (ActiveFamily F Y W U a L) := by | |
| classical | |
| let good := goodVertices F Y a | |
| let S (b : B) (r : R) := W b ∩ U r ∩ good | |
| let keep (b : B) (r : R) := L ≤ ((S b r).card:ℝ) | |
| let I (b : B) := {r : R // keep b r} | |
| let X (b : B) (i : I b) := S b i.val | |
| have hsum (b : B) : (∑ i : I b, ((X b i).card:ℝ)) = | |
| ∑ r, if keep b r then ((S b r).card:ℝ) else 0 := by | |
| rw [← Finset.sum_filter] | |
| simpa only [Finset.subtype_univ] using (Finset.sum_subtype_eq_sum_filter (s := univ) (p := keep b) (fun r => ((S b r).card:ℝ))) | |
| have hadd := active_occurrences Y good W U hW hU hcov hUd keep | |
| dsimp only at hadd | |
| have hlow : (∑ r, ((U r).card:ℝ)) ≤ | |
| (∑ b, ∑ r, if keep b r then ((S b r).card:ℝ) else 0) + | |
| (∑ b, ∑ r, if keep b r then 0 else ((S b r).card:ℝ)) + ((Y \ good).card:ℝ) := by | |
| exact_mod_cast hadd.1 | |
| have hhigh : (∑ b, ∑ r, if keep b r then ((S b r).card:ℝ) else 0) + Y.card ≤ | |
| (∑ r, ((U r).card:ℝ)) + ∑ b, ((W b).card:ℝ) := by exact_mod_cast hadd.2 | |
| have hskip : (∑ b, ∑ r, if keep b r then 0 else ((S b r).card:ℝ)) ≤ | |
| L * Fintype.card B * Fintype.card R := by | |
| calc | |
| _ ≤ ∑ _b : B, ∑ _r : R, L := by | |
| apply Finset.sum_le_sum; intro b _ | |
| apply Finset.sum_le_sum; intro r _ | |
| split_ifs with hk | |
| · exact hL | |
| · exact le_of_lt (lt_of_not_ge hk) | |
| _ = _ := by simp; ring | |
| refine ⟨{ | |
| Index := I | |
| finite := fun _ => inferInstance | |
| vertices := X | |
| router := fun _ i => i.val | |
| subset_batch := fun _ _ => Finset.inter_subset_left.trans Finset.inter_subset_left | |
| subset_router := fun _ _ => Finset.inter_subset_left.trans Finset.inter_subset_right | |
| disjoint := ?_ | |
| degree_le := ?_ | |
| large := fun _ i => i.property | |
| lower := ?_ | |
| upper := ?_ }⟩ | |
| · intro b i j hij | |
| exact (hUd (fun h => hij (Subtype.ext h))).mono | |
| (Finset.inter_subset_left.trans Finset.inter_subset_right) | |
| (Finset.inter_subset_left.trans Finset.inter_subset_right) | |
| · intro b i v hv | |
| exact (Finset.mem_filter.mp (Finset.mem_inter.mp hv).2).2 | |
| · simp_rw [hsum] | |
| dsimp only [good] at hlow hskip | |
| linarith | |
| · simpa only [hsum] using hhigh | |
| lemma thirds_le_halves {k : ℕ} (hk : 8 ≤ k) : (k:ℝ)/3 ≤ (k/2:ℕ) := by | |
| have h : k ≤ 3*(k/2) := by omega | |
| have h' : (k:ℝ) ≤ 3*(k/2:ℕ) := by exact_mod_cast h | |
| linarith | |
| end | |
| end ErdosGallai.Indexing | |
| end | |
| end | |
| end | |
| end OAI | |