import Lean.Elab.Tactic.Omega import Mathlib.Algebra.BigOperators.Ring.Finset import Mathlib.Algebra.Order.Archimedean.Real.Basic import Mathlib.Algebra.Order.BigOperators.Group.Finset import Mathlib.Algebra.Order.Floor.Ring import Mathlib.Data.Finset.Card import Mathlib.Data.Fintype.BigOperators import Mathlib.Data.Fintype.Fin import Mathlib.Basic.Real.Basic import Mathlib.Logic.Equiv.Sum import Mathlib.Tactic.FieldSimp import Mathlib.Tactic.FinCases import Mathlib.Tactic.Linarith import Mathlib.Tactic.NormNum import Mathlib.Tactic.Positivity import Mathlib.Tactic.Ring namespace OAI noncomputable section namespace BinPackingGap def primaryScoreBound : ℕ := 100 ^ 11 def lossAllowance (c : ℕ) : ℕ := 25 * (c + 1) * (1 + 5 * primaryScoreBound) def depthDemand (c : ℕ) (ρ : ℝ) : ℕ := Nat.ceil (max (72 * (lossAllowance c : ℝ)) (120 * (lossAllowance c : ℝ) / ρ)) def repetitions (P n K : ℕ) : ℕ := 100 * (P + n * K + 1) theorem primaryScoreBound_pos : 0 < primaryScoreBound := by unfold primaryScoreBound positivity theorem lossAllowance_pos (c : ℕ) : 0 < lossAllowance c := by unfold lossAllowance positivity theorem primary_loss_lt_lossAllowance (c : ℕ) : 25 * c * (1 + 5 * primaryScoreBound) < lossAllowance c := by unfold lossAllowance apply mul_lt_mul_of_pos_right _ (by positivity) exact mul_lt_mul_of_pos_left (Nat.lt_succ_self c) (by norm_num) theorem depthDemand_ge_72_real (c : ℕ) (ρ : ℝ) : 72 * (lossAllowance c : ℝ) ≤ (depthDemand c ρ : ℝ) := by exact (le_max_left _ _).trans (Nat.le_ceil _) theorem depthDemand_ge_72 (c : ℕ) (ρ : ℝ) : 72 * lossAllowance c ≤ depthDemand c ρ := by exact_mod_cast depthDemand_ge_72_real c ρ theorem depthDemand_ge_120_div (c : ℕ) (ρ : ℝ) : 120 * (lossAllowance c : ℝ) / ρ ≤ (depthDemand c ρ : ℝ) := by exact (le_max_right _ _).trans (Nat.le_ceil _) theorem depthDemand_pos (c : ℕ) (ρ : ℝ) : 0 < depthDemand c ρ := lt_of_lt_of_le (Nat.mul_pos (by norm_num) (lossAllowance_pos c)) (depthDemand_ge_72 c ρ) theorem depthDemand_one_le (c : ℕ) (ρ : ℝ) : 1 ≤ depthDemand c ρ := Nat.succ_le_of_lt (depthDemand_pos c ρ) theorem depthDemand_ge_12 (c : ℕ) (ρ : ℝ) : 12 * lossAllowance c ≤ depthDemand c ρ := by exact (Nat.mul_le_mul_right (lossAllowance c) (by norm_num : 12 ≤ 72)).trans (depthDemand_ge_72 c ρ) theorem depthDemand_spec (c : ℕ) (ρ : ℝ) : 1 ≤ depthDemand c ρ ∧ max (72 * (lossAllowance c : ℝ)) (120 * (lossAllowance c : ℝ) / ρ) ≤ (depthDemand c ρ : ℝ) := ⟨depthDemand_one_le c ρ, Nat.le_ceil _⟩ theorem threshold_gap {d K : ℝ} (hd : 0 < d) (h72 : 72 * K ≤ d) : d / 8 < d - 6 * K := by linarith theorem three_quarter_lower {d K x L : ℝ} (h72 : 72 * K ≤ d) (hx : x ≤ d / 8) (hL : d - x - 9 * K ≤ L) : 3 * d / 4 ≤ L := by linarith theorem depthDemand_threshold_gap (c : ℕ) (ρ : ℝ) : (depthDemand c ρ : ℝ) / 8 < (depthDemand c ρ : ℝ) - 6 * (lossAllowance c : ℝ) := threshold_gap (Nat.cast_pos.mpr (depthDemand_pos c ρ)) (depthDemand_ge_72_real c ρ) theorem repetitions_pos (P n K : ℕ) : 0 < repetitions P n K := by unfold repetitions positivity theorem repetitions_gt_P (P n K : ℕ) : P < repetitions P n K := by have hnK : 0 ≤ n * K := Nat.zero_le _ unfold repetitions nlinarith theorem repetitions_cast (P n K : ℕ) : (repetitions P n K : ℝ) = 100 * ((P : ℝ) + (n : ℝ) * K + 1) := by simp [repetitions] theorem edge_demand_exceeds_capacity_real {P n K d : ℝ} (hP : 0 ≤ P) (hn : 0 ≤ n) (hK : 0 ≤ K) (hd : 1 ≤ d) : d * (100 * (P + n * K + 1)) + 3 * n * K < 2 * (100 * (P + n * K + 1) - P) * (3 * d / 4) := by have hd0 : 0 ≤ d := le_trans zero_le_one hd have hdP : 0 ≤ d * P := mul_nonneg hd0 hP have hnK : 0 ≤ n * K := mul_nonneg hn hK have hrest : 0 ≤ (50 * d - 3) * (n * K) := mul_nonneg (by linarith) hnK nlinarith theorem edge_demand_exceeds_capacity (P n K d : ℕ) (hd : 1 ≤ d) : (d : ℝ) * (repetitions P n K : ℝ) + 3 * (n : ℝ) * K < 2 * ((repetitions P n K : ℝ) - P) * (3 * (d : ℝ) / 4) := by rw [repetitions_cast] exact edge_demand_exceeds_capacity_real (Nat.cast_nonneg P) (Nat.cast_nonneg n) (Nat.cast_nonneg K) (by exact_mod_cast hd) theorem sixty_loss_div_le {ρ d K n : ℝ} (hρ : 0 < ρ) (hd : 0 < d) (hK : 0 ≤ K) (hn : 0 ≤ n) (h120 : 120 * K / ρ ≤ d) : 60 * K * n / d ≤ ρ * n := by have hmul := (div_le_iff₀ hρ).mp h120 have h60 : 60 * K ≤ ρ * d := by nlinarith apply (div_le_iff₀ hd).mpr calc 60 * K * n ≤ (ρ * d) * n := mul_le_mul_of_nonneg_right h60 hn _ = (ρ * n) * d := by ring theorem depthDemand_sixty_loss_div_le (c n : ℕ) {ρ : ℝ} (hρ : 0 < ρ) : 60 * (lossAllowance c : ℝ) * (n : ℝ) / (depthDemand c ρ : ℝ) ≤ ρ * n := sixty_loss_div_le hρ (Nat.cast_pos.mpr (depthDemand_pos c ρ)) (Nat.cast_nonneg _) (Nat.cast_nonneg _) (depthDemand_ge_120_div c ρ) structure GraphInput where n : ℕ edges : List (Fin n × Fin n) ordered : ∀ e ∈ edges, e.1 < e.2 distinct : edges.Nodup namespace GraphInput abbrev Vertex (G : GraphInput) := Fin G.n abbrev Edge (G : GraphInput) := Fin G.edges.length def left (G : GraphInput) (e : G.Edge) : G.Vertex := (G.edges[e]).1 def right (G : GraphInput) (e : G.Edge) : G.Vertex := (G.edges[e]).2 def IsCover (G : GraphInput) (C : Finset G.Vertex) : Prop := ∀ e ∈ G.edges, e.1 ∈ C ∨ e.2 ∈ C def CoverAtMost (G : GraphInput) (k : ℕ) : Prop := ∃ C : Finset G.Vertex, G.IsCover C ∧ C.card ≤ k end GraphInput open scoped BigOperators namespace GraphInput def endpoint (G : GraphInput) (e : G.Edge) (s : Fin 2) : G.Vertex := if s = 0 then G.left e else G.right e @[simp] theorem endpoint_zero (G : GraphInput) (e : G.Edge) : G.endpoint e 0 = G.left e := by simp [endpoint] @[simp] theorem endpoint_one (G : GraphInput) (e : G.Edge) : G.endpoint e 1 = G.right e := by simp [endpoint] theorem left_lt_right (G : GraphInput) (e : G.Edge) : G.left e < G.right e := G.ordered _ (List.getElem_mem e.isLt) theorem left_ne_right (G : GraphInput) (e : G.Edge) : G.left e ≠ G.right e := (G.left_lt_right e).ne theorem endpoint_injective (G : GraphInput) (e : G.Edge) : Function.Injective (G.endpoint e) := by intro s t h have hs : s = 0 ∨ s = 1 := by omega have ht : t = 0 ∨ t = 1 := by omega rcases hs with rfl | rfl <;> rcases ht with rfl | rfl · rfl · exact False.elim (G.left_ne_right e (by simpa using h)) · exact False.elim (G.left_ne_right e (by simpa using h.symm)) · rfl abbrev Incidence (G : GraphInput) (v : G.Vertex) := {es : G.Edge × Fin 2 // G.endpoint es.1 es.2 = v} def incidenceEquiv (G : GraphInput) : (Σ v : G.Vertex, G.Incidence v) ≃ G.Edge × Fin 2 := Equiv.sigmaFiberEquiv (fun es : G.Edge × Fin 2 => G.endpoint es.1 es.2) def degree (G : GraphInput) (v : G.Vertex) : ℕ := Fintype.card (G.Incidence v) theorem sum_degree (G : GraphInput) : (∑ v : G.Vertex, G.degree v) = 2 * G.edges.length := by have h := Fintype.card_congr (G.incidenceEquiv) simpa [degree, Fintype.card_sigma, Fintype.card_prod, Nat.mul_comm] using h abbrev IncidencePosition (G : GraphInput) (R : ℕ) (v : G.Vertex) := G.Incidence v × Fin R abbrev JobCopy (G : GraphInput) (R d : ℕ) (v : G.Vertex) := G.IncidencePosition R v × Fin d theorem card_incidencePosition (G : GraphInput) (R : ℕ) (v : G.Vertex) : Fintype.card (G.IncidencePosition R v) = R * G.degree v := by simp [IncidencePosition, degree, Nat.mul_comm] theorem card_jobCopy (G : GraphInput) (R d : ℕ) (v : G.Vertex) : Fintype.card (G.JobCopy R d v) = d * R * G.degree v := by simp [JobCopy, IncidencePosition, degree, Nat.mul_comm, Nat.mul_left_comm, Nat.mul_assoc] theorem sum_card_jobCopy (G : GraphInput) (R d : ℕ) : (∑ v : G.Vertex, Fintype.card (G.JobCopy R d v)) = 2 * d * G.edges.length * R := by simp_rw [card_jobCopy] rw [← Finset.mul_sum, sum_degree] ac_rfl end GraphInput end BinPackingGap section open scoped BigOperators namespace BinPackingGap variable {V : Type*} [Fintype V] [DecidableEq V] def thresholdCover (d : ℕ) (xplus : V → ℕ) : Finset V := by classical exact Finset.univ.filter fun v => (d : ℝ) / 8 < (xplus v : ℝ) def largePlus (d K : ℕ) (xplus : V → ℕ) : Finset V := by classical exact Finset.univ.filter fun v => (d : ℝ) - 6 * K ≤ (xplus v : ℝ) theorem residual_plus_le {d K : ℕ} (xplus xminus : V → ℕ) (htotal : (∑ v, (xplus v + xminus v)) ≤ d * Fintype.card V) (hside : ∀ v, d ≤ xplus v + 6 * K ∨ d ≤ xminus v + 6 * K) : (∑ v, if v ∈ largePlus d K xplus then (0 : ℝ) else (xplus v : ℝ)) ≤ 6 * (K : ℝ) * Fintype.card V := by classical let charge : V → ℝ := fun v => if v ∈ largePlus d K xplus then (xplus v : ℝ) else (xminus v : ℝ) let rest : V → ℝ := fun v => if v ∈ largePlus d K xplus then 0 else (xplus v : ℝ) have hcharge : ∀ v, (d : ℝ) - 6 * K ≤ charge v := by intro v by_cases hv : v ∈ largePlus d K xplus · simpa only [charge, ite_eq_left hv] using (Finset.mem_filter.mp hv).2 · have hnot : ¬ ((d : ℝ) - 6 * K ≤ (xplus v : ℝ)) := by simpa [largePlus] using hv rcases hside v with hp | hm · have hp' : (d : ℝ) ≤ (xplus v : ℝ) + 6 * K := by exact_mod_cast hp exact (hnot (by linarith)).elim · have hm' : (d : ℝ) ≤ (xminus v : ℝ) + 6 * K := by exact_mod_cast hm simp only [charge, ite_eq_right hv] linarith have hcharged : (Fintype.card V : ℝ) * ((d : ℝ) - 6 * K) ≤ ∑ v, charge v := by calc _ = ∑ _v : V, ((d : ℝ) - 6 * K) := by simp only [Finset.sum_const, Finset.card_univ, nsmul_eq_mul] _ ≤ ∑ v, charge v := Finset.sum_le_sum fun v _ => hcharge v have hpoint : ∀ v, charge v + rest v ≤ (xplus v : ℝ) + xminus v := by intro v dsimp only [charge, rest] split_ifs <;> nlinarith [show (0 : ℝ) ≤ xplus v from Nat.cast_nonneg _, show (0 : ℝ) ≤ xminus v from Nat.cast_nonneg _] have hsum : (∑ v, charge v) + (∑ v, rest v) ≤ (d : ℝ) * Fintype.card V := by calc _ = ∑ v, (charge v + rest v) := (Finset.sum_add_distrib).symm _ ≤ ∑ v, ((xplus v : ℝ) + xminus v) := Finset.sum_le_sum fun v _ => hpoint v _ ≤ (d : ℝ) * Fintype.card V := by exact_mod_cast htotal change (∑ v, rest v) ≤ _ nlinarith theorem thresholdCover_card_le_fractions {d K k : ℕ} (xplus xminus : V → ℕ) (hd : 0 < d) (h72 : 72 * K ≤ d) (hplus : (∑ v, xplus v) ≤ d * k) (htotal : (∑ v, (xplus v + xminus v)) ≤ d * Fintype.card V) (hside : ∀ v, d ≤ xplus v + 6 * K ∨ d ≤ xminus v + 6 * K) : ((thresholdCover d xplus).card : ℝ) ≤ (d : ℝ) * k / ((d : ℝ) - 6 * K) + 48 * (K : ℝ) * Fintype.card V / d := by classical let A := largePlus d K xplus let C := thresholdCover d xplus let B := C \ A have hd0 : (0 : ℝ) < d := by exact_mod_cast hd have h72' : 72 * (K : ℝ) ≤ d := by exact_mod_cast h72 have hgap := threshold_gap hd0 h72' have hden : 0 < (d : ℝ) - 6 * K := lt_trans (by positivity) hgap have hAC : A ⊆ C := by intro v hv have hv' : (d : ℝ) - 6 * K ≤ (xplus v : ℝ) := (Finset.mem_filter.mp hv).2 exact Finset.mem_filter.mpr ⟨Finset.mem_univ v, hgap.trans_le hv'⟩ have hAlower : (A.card : ℝ) * ((d : ℝ) - 6 * K) ≤ ∑ v, (xplus v : ℝ) := by calc _ = ∑ _v ∈ A, ((d : ℝ) - 6 * K) := by simp only [Finset.sum_const, nsmul_eq_mul] _ ≤ ∑ v ∈ A, (xplus v : ℝ) := Finset.sum_le_sum fun v hv => (Finset.mem_filter.mp hv).2 _ ≤ ∑ v, (xplus v : ℝ) := Finset.sum_le_sum_of_subset_of_nonneg (Finset.subset_univ _) (by intros; positivity) have hA : (A.card : ℝ) ≤ (d : ℝ) * k / ((d : ℝ) - 6 * K) := by apply (le_div_iff₀ hden).mpr exact hAlower.trans (by exact_mod_cast hplus) let rest : V → ℝ := fun v => if v ∈ A then 0 else (xplus v : ℝ) have hrest : (∑ v, rest v) ≤ 6 * (K : ℝ) * Fintype.card V := residual_plus_le xplus xminus htotal hside have hBlower : (B.card : ℝ) * ((d : ℝ) / 8) ≤ ∑ v, rest v := by calc _ = ∑ _v ∈ B, ((d : ℝ) / 8) := by simp _ ≤ ∑ v ∈ B, rest v := by apply Finset.sum_le_sum intro v hv obtain ⟨hvC, hvA⟩ := Finset.mem_sdiff.mp hv have hv' : (d : ℝ) / 8 < (xplus v : ℝ) := (Finset.mem_filter.mp hvC).2 simpa only [rest, ite_eq_right hvA] using hv'.le _ ≤ ∑ v, rest v := by apply Finset.sum_le_sum_of_subset_of_nonneg (Finset.subset_univ _) intro v _ _ dsimp only [rest] split_ifs <;> positivity have hB : (B.card : ℝ) ≤ 48 * (K : ℝ) * Fintype.card V / d := by apply (le_div_iff₀ hd0).mpr nlinarith have hcard : (C.card : ℝ) = (A.card : ℝ) + B.card := by have hh := Finset.card_sdiff_add_card_eq_card hAC dsimp only [B] exact_mod_cast hh.symm.trans (Nat.add_comm _ _) change (C.card : ℝ) ≤ _ rw [hcard] exact add_le_add hA hB theorem cover_fraction_bound {d K k n : ℝ} (hd : 0 < d) (hK : 0 ≤ K) (hk0 : 0 ≤ k) (hkn : k ≤ n) (h12 : 12 * K ≤ d) : d * k / (d - 6 * K) + 48 * K * n / d ≤ k + 60 * K * n / d := by have hn : 0 ≤ n := hk0.trans hkn have hden : 0 < d - 6 * K := by linarith have hmult := mul_le_mul_of_nonneg_left hkn (show 0 ≤ 6 * K * d by positivity) have hslack := mul_nonneg (show 0 ≤ 6 * K * n by positivity) (sub_nonneg.mpr h12) have hfrac : 6 * K * k / (d - 6 * K) ≤ 12 * K * n / d := by apply (div_le_div_iff₀ hden hd).mpr nlinarith have hid : d * k / (d - 6 * K) = k + 6 * K * k / (d - 6 * K) := by field_simp [hden.ne']; ring rw [hid] have hsplit : 60 * K * n / d = 12 * K * n / d + 48 * K * n / d := by ring rw [hsplit] linarith theorem thresholdCover_card_le {d K k : ℕ} {ρ : ℝ} (xplus xminus : V → ℕ) (hd : 0 < d) (h72 : 72 * K ≤ d) (hk : k ≤ Fintype.card V) (hρ : 0 < ρ) (h120 : 120 * (K : ℝ) / ρ ≤ d) (hplus : (∑ v, xplus v) ≤ d * k) (htotal : (∑ v, (xplus v + xminus v)) ≤ d * Fintype.card V) (hside : ∀ v, d ≤ xplus v + 6 * K ∨ d ≤ xminus v + 6 * K) : ((thresholdCover d xplus).card : ℝ) ≤ (k : ℝ) + ρ * Fintype.card V := by have hd0 : (0 : ℝ) < d := by exact_mod_cast hd have h72' : 72 * (K : ℝ) ≤ d := by exact_mod_cast h72 calc _ ≤ (d : ℝ) * k / ((d : ℝ) - 6 * K) + 48 * (K : ℝ) * Fintype.card V / d := thresholdCover_card_le_fractions xplus xminus hd h72 hplus htotal hside _ ≤ (k : ℝ) + 60 * (K : ℝ) * Fintype.card V / d := cover_fraction_bound hd0 (Nat.cast_nonneg K) (Nat.cast_nonneg k) (by exact_mod_cast hk) (by linarith) _ ≤ (k : ℝ) + ρ * Fintype.card V := add_le_add (le_refl (k : ℝ)) (sixty_loss_div_le hρ hd0 (Nat.cast_nonneg K) (Nat.cast_nonneg _) h120) theorem longMatch_sum_lower {R P : ℕ} (S : Finset (Fin R)) (L : Fin R → ℕ) {a : ℝ} (ha : 0 ≤ a) (hS : (R : ℝ) - P ≤ (S.card : ℝ)) (hL : ∀ j ∈ S, a ≤ (L j : ℝ)) : ((R : ℝ) - P) * a ≤ ∑ j, (L j : ℝ) := by calc _ ≤ (S.card : ℝ) * a := mul_le_mul_of_nonneg_right hS ha _ = ∑ _j ∈ S, a := by simp _ ≤ ∑ j ∈ S, (L j : ℝ) := Finset.sum_le_sum hL _ ≤ ∑ j, (L j : ℝ) := Finset.sum_le_sum_of_subset_of_nonneg (Finset.subset_univ _) (by intros; positivity) theorem thresholdCover_isCover (G : GraphInput) {d K P R : ℕ} (xplus : G.Vertex → ℕ) (Sleft Sright : G.Edge → Finset (Fin R)) (Lleft Lright : G.Edge → Fin R → ℕ) (hd : 1 ≤ d) (h72 : 72 * K ≤ d) (hR : R = repetitions P G.n K) (hSleft : ∀ e, (R : ℝ) - P ≤ ((Sleft e).card : ℝ)) (hSright : ∀ e, (R : ℝ) - P ≤ ((Sright e).card : ℝ)) (hLleft : ∀ e j, j ∈ Sleft e → d ≤ Lleft e j + xplus (G.left e) + 9 * K) (hLright : ∀ e j, j ∈ Sright e → d ≤ Lright e j + xplus (G.right e) + 9 * K) (hcapacity : ∀ e, (∑ j, Lleft e j) + (∑ j, Lright e j) ≤ d * R + 3 * G.n * K) : G.IsCover (thresholdCover d xplus) := by classical let C := thresholdCover d xplus have hd0 : (0 : ℝ) < d := by exact_mod_cast (Nat.lt_of_lt_of_le Nat.zero_lt_one hd) have h72' : 72 * (K : ℝ) ≤ d := by exact_mod_cast h72 have hstrict : (d : ℝ) * R + 3 * (G.n : ℝ) * K < 2 * ((R : ℝ) - P) * (3 * (d : ℝ) / 4) := by rw [hR] exact edge_demand_exceeds_capacity P G.n K d hd have hindex : ∀ e : G.Edge, G.left e ∈ C ∨ G.right e ∈ C := by intro e by_cases hv : G.left e ∈ C · exact Or.inl hv right by_contra hw have hxleft : (xplus (G.left e) : ℝ) ≤ (d : ℝ) / 8 := by apply le_of_not_gt simpa [C, thresholdCover] using hv have hxright : (xplus (G.right e) : ℝ) ≤ (d : ℝ) / 8 := by apply le_of_not_gt simpa [C, thresholdCover] using hw have hleft : ((R : ℝ) - P) * (3 * (d : ℝ) / 4) ≤ ∑ j, (Lleft e j : ℝ) := by apply longMatch_sum_lower _ _ (by positivity) (hSleft e) intro j hj have hmatch : (d : ℝ) ≤ (Lleft e j : ℝ) + xplus (G.left e) + 9 * K := by exact_mod_cast hLleft e j hj exact three_quarter_lower h72' hxleft (by linarith) have hright : ((R : ℝ) - P) * (3 * (d : ℝ) / 4) ≤ ∑ j, (Lright e j : ℝ) := by apply longMatch_sum_lower _ _ (by positivity) (hSright e) intro j hj have hmatch : (d : ℝ) ≤ (Lright e j : ℝ) + xplus (G.right e) + 9 * K := by exact_mod_cast hLright e j hj exact three_quarter_lower h72' hxright (by linarith) have hcap : (∑ j, (Lleft e j : ℝ)) + (∑ j, (Lright e j : ℝ)) ≤ (d : ℝ) * R + 3 * (G.n : ℝ) * K := by exact_mod_cast hcapacity e linarith intro e he obtain ⟨i, hi, heq⟩ := List.mem_iff_getElem.mp he have h := hindex ⟨i, hi⟩ change (G.edges[i]).1 ∈ C ∨ (G.edges[i]).2 ∈ C at h rw [heq] at h exact h theorem thresholdCover_card_le_graph (G : GraphInput) {d K k : ℕ} {ρ : ℝ} (xplus xminus : G.Vertex → ℕ) (hd : 0 < d) (h72 : 72 * K ≤ d) (hk : k ≤ G.n) (hρ : 0 < ρ) (h120 : 120 * (K : ℝ) / ρ ≤ d) (hplus : (∑ v, xplus v) ≤ d * k) (htotal : (∑ v, (xplus v + xminus v)) ≤ d * G.n) (hside : ∀ v, d ≤ xplus v + 6 * K ∨ d ≤ xminus v + 6 * K) : ((thresholdCover d xplus).card : ℝ) ≤ (k : ℝ) + ρ * G.n := by simpa only [Fintype.card_fin] using thresholdCover_card_le xplus xminus hd h72 (by simpa only [Fintype.card_fin] using hk) hρ h120 hplus (by simpa only [Fintype.card_fin] using htotal) hside end BinPackingGap end namespace BinPackingGap def completeFourGraph : GraphInput where n := 4 edges := [(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)] ordered := by decide distinct := by decide theorem completeFourGraph_edge_pos : 0 < completeFourGraph.edges.length := by decide theorem completeFourGraph_cover_card {C : Finset completeFourGraph.Vertex} (hC : completeFourGraph.IsCover C) : 3 ≤ C.card := by classical change Finset (Fin 4) at C change 3 ≤ C.card change ∀ e : Fin 4 × Fin 4, e ∈ [(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)] → e.1 ∈ C ∨ e.2 ∈ C at hC have h01 : (0 : Fin 4) ∈ C ∨ (1 : Fin 4) ∈ C := hC ((0 : Fin 4), (1 : Fin 4)) (by decide) have h02 : (0 : Fin 4) ∈ C ∨ (2 : Fin 4) ∈ C := hC ((0 : Fin 4), (2 : Fin 4)) (by decide) have h03 : (0 : Fin 4) ∈ C ∨ (3 : Fin 4) ∈ C := hC ((0 : Fin 4), (3 : Fin 4)) (by decide) have h12 : (1 : Fin 4) ∈ C ∨ (2 : Fin 4) ∈ C := hC ((1 : Fin 4), (2 : Fin 4)) (by decide) have h13 : (1 : Fin 4) ∈ C ∨ (3 : Fin 4) ∈ C := hC ((1 : Fin 4), (3 : Fin 4)) (by decide) have h23 : (2 : Fin 4) ∈ C ∨ (3 : Fin 4) ∈ C := hC ((2 : Fin 4), (3 : Fin 4)) (by decide) have hsmall : (Finset.univ \ C).card ≤ 1 := by apply Finset.card_le_one.mpr intro x hx y hy have hxC : x ∉ C := (Finset.mem_sdiff.mp hx).2 have hyC : y ∉ C := (Finset.mem_sdiff.mp hy).2 fin_cases x <;> fin_cases y <;> simp_all have htotal : (Finset.univ \ C).card + C.card = 4 := by simpa only [Finset.card_univ, Fintype.card_fin, completeFourGraph] using Finset.card_sdiff_add_card_eq_card (Finset.subset_univ C) omega theorem completeFourGraph_cover_three : completeFourGraph.CoverAtMost 3 := by change ∃ C : Finset (Fin 4), (∀ e : Fin 4 × Fin 4, e ∈ [(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)] → e.1 ∈ C ∨ e.2 ∈ C) ∧ C.card ≤ 3 exact ⟨{0, 1, 2}, by decide, by decide⟩ theorem completeFourGraph_no_small_cover : ¬ ∃ C : Finset completeFourGraph.Vertex, completeFourGraph.IsCover C ∧ (C.card : ℝ) ≤ 2 + (1 / 8 : ℝ) * completeFourGraph.n := by rintro ⟨C, hC, hcard⟩ have hthree : (3 : ℝ) ≤ C.card := by exact_mod_cast completeFourGraph_cover_card hC norm_num [completeFourGraph] at hcard linarith end BinPackingGap end end OAI