import Mathlib.Data.Finset.Dedup import Mathlib.Data.Finset.Disjoint import Mathlib.Data.Finset.Lattice.Fold import Mathlib.Data.Finset.Union import Mathlib.Data.Fintype.Card import Mathlib.Data.List.Infix import Mathlib.Order.Interval.Set.Basic import OAI.Computability.BinPacking.Machines.IntegerPackingArithmetic namespace OAI namespace BinPackingGap structure UniformTree where height : ℕ leaves : Finset (List ℕ) leaves_nonempty : leaves.Nonempty length_leaf : ∀ l ∈ leaves, l.length = height positive_labels : ∀ l ∈ leaves, ∀ a ∈ l, 0 < a namespace UniformTree def prefixes (l : List ℕ) : Finset (List ℕ) := (Finset.range (l.length + 1)).image (fun k => l.take k) @[simp] theorem mem_prefixes_iff {w l : List ℕ} : w ∈ prefixes l ↔ w.IsPrefix l := by constructor · intro hw obtain ⟨k, _, rfl⟩ := Finset.mem_image.mp hw exact List.take_prefix k l · intro h exact Finset.mem_image.mpr ⟨w.length, Finset.mem_range.mpr (Nat.lt_succ_of_le h.length_le), (List.prefix_iff_eq_take.mp h).symm⟩ def vertices (T : UniformTree) : Finset (List ℕ) := T.leaves.biUnion prefixes theorem mem_vertices_iff (T : UniformTree) {w : List ℕ} : w ∈ T.vertices ↔ ∃ l ∈ T.leaves, w.IsPrefix l := by simp only [vertices, Finset.mem_biUnion, mem_prefixes_iff] theorem leaf_mem_vertices (T : UniformTree) {l : List ℕ} (hl : l ∈ T.leaves) : l ∈ T.vertices := (T.mem_vertices_iff).mpr ⟨l, hl, List.prefix_refl l⟩ theorem nil_mem_vertices (T : UniformTree) : [] ∈ T.vertices := by obtain ⟨l, hl⟩ := T.leaves_nonempty exact (T.mem_vertices_iff).mpr ⟨l, hl, List.nil_prefix⟩ theorem vertices_nonempty (T : UniformTree) : T.vertices.Nonempty := ⟨[], T.nil_mem_vertices⟩ theorem prefix_mem_vertices (T : UniformTree) {u v : List ℕ} (hv : v ∈ T.vertices) (h : u.IsPrefix v) : u ∈ T.vertices := by obtain ⟨l, hl, hvl⟩ := T.mem_vertices_iff.mp hv exact T.mem_vertices_iff.mpr ⟨l, hl, h.trans hvl⟩ theorem take_mem_vertices (T : UniformTree) {w : List ℕ} (hw : w ∈ T.vertices) (k : ℕ) : w.take k ∈ T.vertices := T.prefix_mem_vertices hw (List.take_prefix k w) theorem length_le_height (T : UniformTree) {w : List ℕ} (hw : w ∈ T.vertices) : w.length ≤ T.height := by obtain ⟨l, hl, h⟩ := T.mem_vertices_iff.mp hw exact (T.length_leaf l hl) ▸ h.length_le theorem mem_leaves_iff_length_eq_height (T : UniformTree) {w : List ℕ} (hw : w ∈ T.vertices) : w ∈ T.leaves ↔ w.length = T.height := by constructor · exact T.length_leaf w · intro hlen obtain ⟨l, hl, h⟩ := T.mem_vertices_iff.mp hw have heq : w = l := h.eq_of_length (hlen.trans (T.length_leaf l hl).symm) simpa only [heq] using hl abbrev Node (T : UniformTree) := {w : List ℕ // w ∈ T.vertices} instance nodeFintype (T : UniformTree) : Fintype T.Node := Finset.fintypeCoeSort T.vertices def root (T : UniformTree) : T.Node := ⟨[], T.nil_mem_vertices⟩ instance nodeNonempty (T : UniformTree) : Nonempty T.Node := ⟨T.root⟩ @[simp] theorem root_val (T : UniformTree) : T.root.val = [] := rfl @[simp] theorem node_card (T : UniformTree) : Fintype.card T.Node = T.vertices.card := Fintype.card_coe T.vertices theorem node_card_pos (T : UniformTree) : 0 < Fintype.card T.Node := Fintype.card_pos def depth {T : UniformTree} (v : T.Node) : ℕ := v.val.length def ancestor {T : UniformTree} (u v : T.Node) : Prop := u.val.IsPrefix v.val def leaf {T : UniformTree} (v : T.Node) : Prop := v.val ∈ T.leaves def child {T : UniformTree} (u v : T.Node) : Prop := ∃ a : ℕ, v.val = u.val ++ [a] @[simp] theorem depth_root (T : UniformTree) : depth T.root = 0 := rfl theorem depth_le_height {T : UniformTree} (v : T.Node) : depth v ≤ T.height := T.length_le_height v.property theorem leaf_iff_depth_eq_height {T : UniformTree} (v : T.Node) : leaf v ↔ depth v = T.height := T.mem_leaves_iff_length_eq_height v.property @[simp] theorem ancestor_refl {T : UniformTree} (v : T.Node) : ancestor v v := List.prefix_refl v.val theorem ancestor_trans {T : UniformTree} {u v w : T.Node} (huv : ancestor u v) (hvw : ancestor v w) : ancestor u w := huv.trans hvw theorem ancestor_depth_le {T : UniformTree} {u v : T.Node} (h : ancestor u v) : depth u ≤ depth v := h.length_le theorem eq_of_ancestor_of_depth_eq {T : UniformTree} {u v : T.Node} (h : ancestor u v) (hlen : depth u = depth v) : u = v := Subtype.ext (h.eq_of_length hlen) @[simp] theorem root_ancestor {T : UniformTree} (v : T.Node) : ancestor T.root v := List.nil_prefix theorem eq_root_iff_depth_eq_zero {T : UniformTree} (v : T.Node) : v = T.root ↔ depth v = 0 := by constructor · rintro rfl rfl · intro h apply Subtype.ext exact List.length_eq_zero_iff.mp h def ancestorAt {T : UniformTree} (v : T.Node) (k : ℕ) : T.Node := ⟨v.val.take k, T.take_mem_vertices v.property k⟩ @[simp] theorem ancestorAt_val {T : UniformTree} (v : T.Node) (k : ℕ) : (ancestorAt v k).val = v.val.take k := rfl theorem ancestorAt_ancestor {T : UniformTree} (v : T.Node) (k : ℕ) : ancestor (ancestorAt v k) v := List.take_prefix k v.val theorem depth_ancestorAt {T : UniformTree} (v : T.Node) {k : ℕ} (hk : k ≤ depth v) : depth (ancestorAt v k) = k := by exact List.length_take_of_le hk theorem ancestor_eq_ancestorAt {T : UniformTree} {u v : T.Node} (h : ancestor u v) : u = ancestorAt v (depth u) := Subtype.ext (List.prefix_iff_eq_take.mp h) def branchBound (T : UniformTree) : ℕ := max 1 (T.leaves.sup (fun l => l.toFinset.sup id)) theorem one_le_branchBound (T : UniformTree) : 1 ≤ T.branchBound := le_max_left _ _ theorem branchBound_pos (T : UniformTree) : 0 < T.branchBound := Nat.lt_of_lt_of_le Nat.zero_lt_one T.one_le_branchBound theorem label_pos {T : UniformTree} (v : T.Node) {a : ℕ} (ha : a ∈ v.val) : 0 < a := by obtain ⟨l, hl, h⟩ := T.mem_vertices_iff.mp v.property exact T.positive_labels l hl a (h.subset ha) theorem label_le_branchBound {T : UniformTree} (v : T.Node) {a : ℕ} (ha : a ∈ v.val) : a ≤ T.branchBound := by obtain ⟨l, hl, h⟩ := T.mem_vertices_iff.mp v.property calc a ≤ l.toFinset.sup id := Finset.le_sup (f := id) (List.mem_toFinset.mpr (h.subset ha)) _ ≤ T.leaves.sup (fun l => l.toFinset.sup id) := Finset.le_sup (f := fun l : List ℕ => l.toFinset.sup id) hl _ ≤ T.branchBound := le_max_right _ _ theorem exists_child_word {T : UniformTree} (v : T.Node) (hv : depth v < T.height) : ∃ a : ℕ, v.val ++ [a] ∈ T.vertices := by obtain ⟨l, hl, tail, htail⟩ := T.mem_vertices_iff.mp v.property cases tail with | nil => have heq : v.val = l := by simpa using htail have hlen : depth v = T.height := by change v.val.length = T.height rw [heq, T.length_leaf l hl] exact (Nat.ne_of_lt hv hlen).elim | cons a tail => refine ⟨a, T.mem_vertices_iff.mpr ⟨l, hl, tail, ?_⟩⟩ simpa [List.append_assoc] using htail theorem exists_child {T : UniformTree} (v : T.Node) (hv : depth v < T.height) : ∃ u : T.Node, child v u := by obtain ⟨a, ha⟩ := exists_child_word v hv exact ⟨⟨v.val ++ [a], ha⟩, a, rfl⟩ theorem child_depth {T : UniformTree} {u v : T.Node} (h : child u v) : depth v = depth u + 1 := by obtain ⟨a, ha⟩ := h simp only [depth, ha, List.length_append, List.length_singleton] theorem child_ancestor {T : UniformTree} {u v : T.Node} (h : child u v) : ancestor u v := by obtain ⟨a, ha⟩ := h exact ⟨[a], ha.symm⟩ theorem child_label_bounds {T : UniformTree} {u v : T.Node} {a : ℕ} (h : v.val = u.val ++ [a]) : 0 < a ∧ a ≤ T.branchBound := by have ha : a ∈ v.val := by simp [h] exact ⟨label_pos v ha, label_le_branchBound v ha⟩ theorem leaf_iff_no_child {T : UniformTree} (v : T.Node) : leaf v ↔ ¬ ∃ u : T.Node, child v u := by constructor · intro hv ⟨u, hu⟩ have heq := (leaf_iff_depth_eq_height v).mp hv have hle := depth_le_height u have hdepth := child_depth hu omega · intro h apply (leaf_iff_depth_eq_height v).mpr have hle := depth_le_height v by_contra hne exact h (exists_child v (lt_of_le_of_ne hle hne)) end UniformTree def levelCount (marks : Finset (List ℕ)) (depth : ℕ) : ℕ := (marks.filter (fun w => w.length = depth)).card def colorCount (marks : Finset (List ℕ)) (leaf : List ℕ) : ℕ := (marks.filter (fun w => w.IsPrefix leaf)).card theorem colorCount_eq_card_inter_prefixes (marks : Finset (List ℕ)) (leaf : List ℕ) : colorCount marks leaf = (marks ∩ UniformTree.prefixes leaf).card := by unfold colorCount congr 1 ext w simp only [Finset.mem_filter, Finset.mem_inter, UniformTree.mem_prefixes_iff] def RespectsTreeQuota (T : UniformTree) (quota : ℕ → ℕ) (marks : Finset (List ℕ)) : Prop := [] ∉ marks ∧ ∀ depth, 1 ≤ depth → depth ≤ T.height → levelCount marks depth ≤ quota depth structure AuxiliaryTree (phases : ℕ) where tree : UniformTree quota : ℕ → ℕ quota_pos : ∀ depth, 1 ≤ depth → depth ≤ tree.height → 0 < quota depth red : Finset (List ℕ) blue : Finset (List ℕ) red_subset : red ⊆ tree.vertices blue_subset : blue ⊆ tree.vertices root_not_red : [] ∉ red root_not_blue : [] ∉ blue red_blue_disjoint : Disjoint red blue red_level : ∀ depth, 1 ≤ depth → depth ≤ tree.height → levelCount red depth ≤ quota depth blue_level : ∀ depth, 1 ≤ depth → depth ≤ tree.height → levelCount blue depth ≤ quota depth total_count : ∀ leaf ∈ tree.leaves, colorCount red leaf + colorCount blue leaf = phases red_witness : ∃ leaf ∈ tree.leaves, colorCount red leaf = phases blue_witness : ∃ leaf ∈ tree.leaves, colorCount blue leaf = phases avoids : ∀ marks : Finset (List ℕ), RespectsTreeQuota tree quota marks → ∃ leaf ∈ tree.leaves, Disjoint marks (UniformTree.prefixes leaf) theorem card_hit_le {ι α : Type*} [DecidableEq ι] [DecidableEq α] (I : Finset ι) (A : Finset α) (P : ι → Finset α) (hP : (I : Set ι).PairwiseDisjoint P) : (I.filter (fun i => ¬ Disjoint A (P i))).card ≤ A.card := by classical let hit := I.filter (fun i => ¬ Disjoint A (P i)) have hx (i : {i // i ∈ hit}) : ∃ x : {x // x ∈ A}, x.val ∈ P i.val := by obtain ⟨x, hxA, hxP⟩ := Finset.not_disjoint_iff.mp (Finset.mem_filter.mp i.property).2 exact ⟨⟨x, hxA⟩, hxP⟩ let f (i : {i // i ∈ hit}) : {x // x ∈ A} := (hx i).choose have hf (i : {i // i ∈ hit}) : (f i).val ∈ P i.val := (hx i).choose_spec have hinj : Function.Injective f := by intro i j hij apply Subtype.ext by_contra hne apply Finset.disjoint_left.mp (hP (Finset.mem_filter.mp i.property).1 (Finset.mem_filter.mp j.property).1 hne) (hf i) rw [hij] exact hf j simpa only [Fintype.card_coe, hit] using Fintype.card_le_of_injective f hinj theorem exists_disjoint_of_card_lt {ι α : Type*} [DecidableEq ι] [DecidableEq α] (I : Finset ι) (A : Finset α) (P : ι → Finset α) (hP : (I : Set ι).PairwiseDisjoint P) (hcard : A.card < I.card) : ∃ i ∈ I, Disjoint A (P i) := by classical by_contra h have hhit : ∀ i ∈ I, ¬ Disjoint A (P i) := fun i hi hd => h ⟨i, hi, hd⟩ have hfilter : I.filter (fun i => ¬ Disjoint A (P i)) = I := Finset.filter_eq_self.mpr hhit have hle := card_hit_le I A P hP rw [hfilter] at hle exact (Nat.not_le_of_lt hcard) hle def prefixesAfter (stem word : List ℕ) : Finset (List ℕ) := ((UniformTree.prefixes word).erase []).image (fun v => stem ++ v) @[simp] theorem mem_prefixesAfter_iff {stem word w : List ℕ} : w ∈ prefixesAfter stem word ↔ ∃ v, v ≠ [] ∧ v.IsPrefix word ∧ stem ++ v = w := by simp [prefixesAfter, Finset.mem_image, and_assoc] theorem stem_not_mem_prefixesAfter (stem word : List ℕ) : stem ∉ prefixesAfter stem word := by intro h obtain ⟨v, hv, _, heq⟩ := mem_prefixesAfter_iff.mp h apply hv apply List.append_cancel_left (as := stem) simpa only [List.append_nil] using heq theorem prefixes_append_eq (stem word : List ℕ) : UniformTree.prefixes (stem ++ word) = UniformTree.prefixes stem ∪ prefixesAfter stem word := by ext w simp only [Finset.mem_union, UniformTree.mem_prefixes_iff] constructor · intro hw rcases List.prefix_or_prefix_of_prefix hw (List.prefix_append stem word) with h | h · exact Or.inl h · obtain ⟨v, rfl⟩ := h by_cases hv : v = [] · subst v exact Or.inl (by simpa only [List.append_nil] using List.prefix_refl stem) · exact Or.inr (mem_prefixesAfter_iff.mpr ⟨v, hv, (List.prefix_append_right_inj stem).mp hw, rfl⟩) · rintro (hw | hw) · exact hw.trans (List.prefix_append stem word) · obtain ⟨v, _, hv, rfl⟩ := mem_prefixesAfter_iff.mp hw exact (List.prefix_append_right_inj stem).mpr hv theorem disjoint_positive_prefixes_cons {a b : ℕ} (u v : List ℕ) (hab : a ≠ b) : Disjoint ((UniformTree.prefixes (a :: u)).erase []) ((UniformTree.prefixes (b :: v)).erase []) := by apply Finset.disjoint_left.mpr intro w hwa hwb have hpa := UniformTree.mem_prefixes_iff.mp (Finset.mem_erase.mp hwa).2 have hpb := UniformTree.mem_prefixes_iff.mp (Finset.mem_erase.mp hwb).2 cases w with | nil => exact (Finset.mem_erase.mp hwa).1 rfl | cons x xs => exact hab ((List.cons_prefix_cons.mp hpa).1.symm.trans (List.cons_prefix_cons.mp hpb).1) theorem disjoint_prefixesAfter_cons (stem : List ℕ) {a b : ℕ} (u v : List ℕ) (hab : a ≠ b) : Disjoint (prefixesAfter stem (a :: u)) (prefixesAfter stem (b :: v)) := by apply Finset.disjoint_left.mpr intro w hwa hwb obtain ⟨x, hx, hxeq⟩ := Finset.mem_image.mp hwa obtain ⟨y, hy, hyeq⟩ := Finset.mem_image.mp hwb have hxy : x = y := List.append_cancel_left (hxeq.trans hyeq.symm) exact Finset.disjoint_left.mp (disjoint_positive_prefixes_cons u v hab) hx (hxy.symm ▸ hy) theorem disjoint_positive_spine_prefixes {a b n m : ℕ} (hab : a ≠ b) : Disjoint ((UniformTree.prefixes ((a + 1) :: List.replicate n 1)).erase []) ((UniformTree.prefixes ((b + 1) :: List.replicate m 1)).erase []) := by apply disjoint_positive_prefixes_cons exact fun h => hab (Nat.add_right_cancel h) theorem disjoint_spine_prefixesAfter (stem : List ℕ) {a b n m : ℕ} (hab : a ≠ b) : Disjoint (prefixesAfter stem ((a + 1) :: List.replicate n 1)) (prefixesAfter stem ((b + 1) :: List.replicate m 1)) := by apply disjoint_prefixesAfter_cons exact fun h => hab (Nat.add_right_cancel h) end BinPackingGap namespace BinPackingGap.TreeGeometry open _root_.OAI.BinPackingGap.Geometry UniformTree inductive Side where | plus | minus deriving DecidableEq instance : Fintype Side where elems := {.plus, .minus} complete s := by cases s <;> simp def rootOffset : Side → ℚ | .plus => 0 | .minus => 4 def pathSum (m R D : ℕ) : ℕ → List ℕ → ℚ | _, [] => 0 | k, a :: w => 4 * (a : ℚ) * lambda m R D (k + 1) + pathSum m R D (k + 1) w def left (m R D : ℕ) (s : Side) (w : List ℕ) : ℚ := rootOffset s + pathSum m R D 0 w def width (m R D : ℕ) (w : List ℕ) : ℚ := if w = [] then 1 else lambda m R D w.length def right (m R D : ℕ) (s : Side) (w : List ℕ) : ℚ := left m R D s w + width m R D w def cell (m R D : ℕ) (s : Side) (w : List ℕ) : Set ℚ := Set.Icc (left m R D s w) (right m R D s w) def BoundedAddress (D : ℕ) (w : List ℕ) : Prop := ∀ a ∈ w, a ≤ D theorem boundedAddress_node {T : UniformTree} (v : T.Node) {D : ℕ} (hD : T.branchBound ≤ D) : BoundedAddress D v.val := fun _ ha => (label_le_branchBound v ha).trans hD @[simp] theorem left_nil (m R D : ℕ) (s : Side) : left m R D s [] = rootOffset s := by simp [left, pathSum] @[simp] theorem width_nil (m R D : ℕ) : width m R D [] = 1 := by simp [width] @[simp] theorem right_nil (m R D : ℕ) (s : Side) : right m R D s [] = rootOffset s + 1 := by simp [right] theorem width_of_ne_nil (m R D : ℕ) {w : List ℕ} (hw : w ≠ []) : width m R D w = lambda m R D w.length := by simp [width, hw] theorem width_pos (m R D : ℕ) (w : List ℕ) : 0 < width m R D w := by by_cases hw : w = [] · simp [width, hw] · simpa [width, hw] using lambda_pos m R D w.length theorem left_lt_right (m R D : ℕ) (s : Side) (w : List ℕ) : left m R D s w < right m R D s w := by exact lt_add_of_pos_right _ (width_pos m R D w) theorem cell_nonempty (m R D : ℕ) (s : Side) (w : List ℕ) : (cell m R D s w).Nonempty := ⟨left m R D s w, le_rfl, (left_lt_right m R D s w).le⟩ theorem pathSum_append (m R D k : ℕ) (u v : List ℕ) : pathSum m R D k (u ++ v) = pathSum m R D k u + pathSum m R D (k + u.length) v := by induction u generalizing k with | nil => simp [pathSum] | cons a u ih => simp only [List.cons_append, pathSum, ih, List.length_cons] rw [show k + 1 + u.length = k + (u.length + 1) by omega] ring theorem left_append_singleton (m R D : ℕ) (s : Side) (w : List ℕ) (a : ℕ) : left m R D s (w ++ [a]) = left m R D s w + 4 * (a : ℚ) * lambda m R D (w.length + 1) := by simp only [left, pathSum_append, Nat.zero_add, pathSum, add_zero] ring theorem right_append_singleton (m R D : ℕ) (s : Side) (w : List ℕ) (a : ℕ) : right m R D s (w ++ [a]) = left m R D s w + (4 * (a : ℚ) + 1) * lambda m R D (w.length + 1) := by have hn : w ++ [a] ≠ [] := by simp rw [right, left_append_singleton, width_of_ne_nil m R D hn] simp only [List.length_append, List.length_singleton] ring theorem child_endpoints (m R D : ℕ) (s : Side) (w : List ℕ) {a : ℕ} (ha : a ≤ D) : left m R D s w ≤ left m R D s (w ++ [a]) ∧ right m R D s (w ++ [a]) ≤ right m R D s w := by have hscale := lambda_pos m R D (w.length + 1) have hcast : (a : ℚ) ≤ D := by exact_mod_cast ha have ha0 : (0 : ℚ) ≤ a := Nat.cast_nonneg a constructor · rw [left_append_singleton] nlinarith · rw [right_append_singleton, right] have hmul : (4 * (a : ℚ) + 1) * lambda m R D (w.length + 1) ≤ (4 * (D : ℚ) + 1) * lambda m R D (w.length + 1) := by exact mul_le_mul_of_nonneg_right (by linarith) hscale.le by_cases hw : w = [] · subst w have hfirst := first_children_lt_tenth m R D simp only [List.length_nil, Nat.zero_add, width_nil] at * linarith · rw [width_of_ne_nil m R D hw] have hchild := children_succ_lt_parent m R D w.length linarith theorem append_endpoints (m R D : ℕ) (s : Side) (u v : List ℕ) (hv : BoundedAddress D v) : left m R D s u ≤ left m R D s (u ++ v) ∧ right m R D s (u ++ v) ≤ right m R D s u := by induction v generalizing u with | nil => simp | cons a v ih => have hc := child_endpoints m R D s u (hv a (by simp)) have ht := ih (u ++ [a]) (fun b hb => hv b (by simp [hb])) have heq : (u ++ [a]) ++ v = u ++ a :: v := by simp [List.append_assoc] rw [heq] at ht exact ⟨hc.1.trans ht.1, ht.2.trans hc.2⟩ theorem prefix_endpoints (m R D : ℕ) (s : Side) {u v : List ℕ} (h : u.IsPrefix v) (hv : BoundedAddress D v) : left m R D s u ≤ left m R D s v ∧ right m R D s v ≤ right m R D s u := by obtain ⟨t, rfl⟩ := h exact append_endpoints m R D s u t (fun a ha => hv a (by simp [ha])) theorem cell_subset_of_prefix (m R D : ℕ) (s : Side) {u v : List ℕ} (h : u.IsPrefix v) (hv : BoundedAddress D v) : cell m R D s v ⊆ cell m R D s u := by have hb := prefix_endpoints m R D s h hv intro x hx exact ⟨hb.1.trans hx.1, hx.2.trans hb.2⟩ theorem nonroot_endpoints (m R D : ℕ) (s : Side) {w : List ℕ} (hw : w ≠ []) (hb : BoundedAddress D w) : rootOffset s ≤ left m R D s w ∧ right m R D s w < rootOffset s + 1 / 10 := by cases w with | nil => exact (hw rfl).elim | cons a w => have ha := hb a (by simp) have hroot := prefix_endpoints m R D s (u := []) List.nil_prefix hb have hfirst := prefix_endpoints m R D s (u := [a]) ⟨w, rfl⟩ hb simp only [List.singleton_append] at hfirst have hm : (4 * (a : ℚ) + 1) * lambda m R D 1 ≤ (4 * (D : ℚ) + 1) * lambda m R D 1 := by have hcast : (a : ℚ) ≤ D := by exact_mod_cast ha exact mul_le_mul_of_nonneg_right (by linarith) (lambda_nonneg m R D 1) have hf := first_children_lt_tenth m R D have hr := right_append_singleton m R D s [] a simp only [List.nil_append, List.length_nil, Nat.zero_add, left_nil] at hr exact ⟨by simpa only [left_nil] using hroot.1, by linarith [hfirst.2]⟩ private theorem exists_snoc_of_length_succ {w : List ℕ} {ell : ℕ} (h : w.length = ell + 1) : ∃ u a, w = u ++ [a] ∧ u.length = ell := by induction w using List.reverseRecOn with | nil => simp at h | append_singleton u a _ => exact ⟨u, a, rfl, by simpa using h⟩ theorem same_depth_gap (m R D ell : ℕ) {s t : Side} {u v : List ℕ} (hu : u.length = ell) (hv : v.length = ell) (hbu : BoundedAddress D u) (hbv : BoundedAddress D v) (hne : (s, u) ≠ (t, v)) : right m R D s u + 3 * lambda m R D ell ≤ left m R D t v ∨ right m R D t v + 3 * lambda m R D ell ≤ left m R D s u := by induction ell generalizing s t u v with | zero => have hu0 : u = [] := List.length_eq_zero_iff.mp hu have hv0 : v = [] := List.length_eq_zero_iff.mp hv subst u subst v have hscale := lambda_le_one m R D 0 cases s <;> cases t <;> simp only [left_nil, right_nil, rootOffset] at * · exact (hne rfl).elim · exact Or.inl (by linarith) · exact Or.inr (by linarith) · exact (hne rfl).elim | succ ell ih => obtain ⟨u, a, rfl, hup⟩ := exists_snoc_of_length_succ hu obtain ⟨v, b, rfl, hvp⟩ := exists_snoc_of_length_succ hv have hau : a ≤ D := hbu a (by simp) have hbv' : b ≤ D := hbv b (by simp) have hpu : BoundedAddress D u := fun c hc => hbu c (by simp [hc]) have hpv : BoundedAddress D v := fun c hc => hbv c (by simp [hc]) by_cases hp : (s, u) = (t, v) · have hs : s = t := congrArg Prod.fst hp have huv : u = v := congrArg Prod.snd hp subst t subst v have hab : a ≠ b := by intro heq exact hne (by simp [heq]) have hscale := lambda_nonneg m R D (ell + 1) rw [right_append_singleton, right_append_singleton, left_append_singleton, left_append_singleton, hup] rcases lt_or_gt_of_ne hab with hab | hba · left have hc : (a : ℚ) + 1 ≤ b := by exact_mod_cast (Nat.succ_le_iff.mpr hab) nlinarith · right have hc : (b : ℚ) + 1 ≤ a := by exact_mod_cast (Nat.succ_le_iff.mpr hba) nlinarith · have hgap := ih hup hvp hpu hpv hp have hcu := child_endpoints m R D s u hau have hcv := child_endpoints m R D t v hbv' have hscale := lambda_antitone m R D (Nat.le_succ ell) rcases hgap with hgap | hgap · left linarith [hcu.2, hcv.1] · right linarith [hcv.2, hcu.1] theorem eq_of_short_intersections (m R D : ℕ) {ell L : ℕ} (hell : ell ≤ L) {s t : Side} {u v : List ℕ} {a b : ℚ} (hu : u.length = ell) (hv : v.length = ell) (hbu : BoundedAddress D u) (hbv : BoundedAddress D v) (hlen : b - a ≤ lambda m R D ell + delta m R D L) (hiu : (Set.Icc a b ∩ cell m R D s u).Nonempty) (hiv : (Set.Icc a b ∩ cell m R D t v).Nonempty) : (s, u) = (t, v) := by by_contra hne have hgap := same_depth_gap m R D ell hu hv hbu hbv hne obtain ⟨x, hx, hxu⟩ := hiu obtain ⟨y, hy, hyv⟩ := hiv have hshort := lambda_add_delta_lt_three m R D hell rcases hgap with hgap | hgap · linarith [hx.1, hx.2, hy.1, hy.2, hxu.1, hxu.2, hyv.1, hyv.2] · linarith [hx.1, hx.2, hy.1, hy.2, hxu.1, hxu.2, hyv.1, hyv.2] def nodeCell (m R D : ℕ) (s : Side) {T : UniformTree} (v : T.Node) : Set ℚ := cell m R D s v.val theorem nodeCell_subset_of_ancestor (m R D : ℕ) (s : Side) {T : UniformTree} (hD : T.branchBound ≤ D) {u v : T.Node} (h : ancestor u v) : nodeCell m R D s v ⊆ nodeCell m R D s u := cell_subset_of_prefix m R D s h (boundedAddress_node v hD) theorem nodeCell_subset_root (m R D : ℕ) (s : Side) {T : UniformTree} (hD : T.branchBound ≤ D) (v : T.Node) : nodeCell m R D s v ⊆ Set.Icc (rootOffset s) (rootOffset s + 1) := by simpa [nodeCell, cell] using nodeCell_subset_of_ancestor m R D s hD (root_ancestor v) theorem nonroot_nodeCell_first_tenth (m R D : ℕ) (s : Side) {T : UniformTree} (hD : T.branchBound ≤ D) {v : T.Node} (hv : v ≠ T.root) : nodeCell m R D s v ⊆ Set.Ico (rootOffset s) (rootOffset s + 1 / 10) := by have hn : v.val ≠ [] := by intro heq exact hv (Subtype.ext heq) have he := nonroot_endpoints m R D s hn (boundedAddress_node v hD) intro x hx exact ⟨he.1.trans hx.1, hx.2.trans_lt he.2⟩ theorem mem_ancestor_cell (m R D : ℕ) (s : Side) {T : UniformTree} (hD : T.branchBound ≤ D) (v : T.Node) (ell : ℕ) {x : ℚ} (hx : x ∈ nodeCell m R D s v) : x ∈ nodeCell m R D s (ancestorAt v ell) := nodeCell_subset_of_ancestor m R D s hD (ancestorAt_ancestor v ell) hx theorem leaf_intersection_is_ancestor (m R D : ℕ) {L ell : ℕ} (hell : ell ≤ L) {T U : UniformTree} (hT : T.height = L) (hDT : T.branchBound ≤ D) (hDU : U.branchBound ≤ D) {s t : Side} (v : T.Node) (hv : leaf v) (w : U.Node) (hw : depth w = ell) {a b x : ℚ} (hlen : b - a ≤ lambda m R D ell + delta m R D L) (hx : x ∈ Set.Icc a b) (hxv : x ∈ nodeCell m R D s v) (hwI : (Set.Icc a b ∩ nodeCell m R D t w).Nonempty) : (t, w.val) = (s, (ancestorAt v ell).val) := by have hdepth : depth v = L := ((leaf_iff_depth_eq_height v).mp hv).trans hT have hanc : depth (ancestorAt v ell) = ell := depth_ancestorAt v (by simpa only [hdepth] using hell) exact eq_of_short_intersections m R D hell hw hanc (boundedAddress_node w hDU) (boundedAddress_node (ancestorAt v ell) hDT) hlen hwI ⟨x, hx, mem_ancestor_cell m R D s hDT v ell hxv⟩ def commonBranchBound (plus minus : UniformTree) : ℕ := max plus.branchBound minus.branchBound theorem plus_branch_le (plus minus : UniformTree) : plus.branchBound ≤ commonBranchBound plus minus := le_max_left _ _ theorem minus_branch_le (plus minus : UniformTree) : minus.branchBound ≤ commonBranchBound plus minus := le_max_right _ _ end BinPackingGap.TreeGeometry namespace BinPackingGap.IntegerPackingArithmetic def pathNumerator (D L : ℕ) : ℕ → List ℕ → ℕ | _, [] => 0 | k, a :: w => 40 * a * widthRadix D ^ (L - (k + 1)) + pathNumerator D L (k + 1) w def rootOffsetNumerator : TreeGeometry.Side → ℕ | .plus => 0 | .minus => 4 def treeLeftNumerator (m R D L : ℕ) (side : TreeGeometry.Side) (w : List ℕ) : ℕ := rootOffsetNumerator side * geomDenominator m R D L + pathNumerator D L 0 w def treeRightNumerator (m R D L : ℕ) (side : TreeGeometry.Side) (w : List ℕ) : ℕ := treeLeftNumerator m R D L side w + if w = [] then geomDenominator m R D L else localNumerator D L w.length theorem geomDenominator_mul_pathSum (m R D L k : ℕ) (w : List ℕ) (hdepth : k + w.length ≤ L) : (geomDenominator m R D L : ℚ) * TreeGeometry.pathSum m R D k w = (pathNumerator D L k w : ℚ) := by induction w generalizing k with | nil => simp [TreeGeometry.pathSum, pathNumerator] | cons a w ih => have hdepth' : k + (w.length + 1) ≤ L := hdepth have hfirst : k + 1 ≤ L := by omega have htail : (k + 1) + w.length ≤ L := by omega have hlocal := geomDenominator_mul_lambda m R D L (k + 1) hfirst have hrest := ih (k + 1) htail simp only [TreeGeometry.pathSum, pathNumerator, Nat.cast_add, Nat.cast_mul, Nat.cast_ofNat, Nat.cast_pow] calc _ = 4 * (a : ℚ) * ((geomDenominator m R D L : ℚ) * Geometry.lambda m R D (k + 1)) + (geomDenominator m R D L : ℚ) * TreeGeometry.pathSum m R D (k + 1) w := by ring _ = _ := by rw [hlocal, hrest] simp only [localNumerator, Nat.cast_mul, Nat.cast_ofNat, Nat.cast_pow] ring theorem rootOffsetNumerator_cast (side : TreeGeometry.Side) : (rootOffsetNumerator side : ℚ) = TreeGeometry.rootOffset side := by cases side <;> rfl theorem geomDenominator_mul_treeLeft (m R D L : ℕ) (side : TreeGeometry.Side) (w : List ℕ) (hdepth : w.length ≤ L) : (geomDenominator m R D L : ℚ) * TreeGeometry.left m R D side w = (treeLeftNumerator m R D L side w : ℚ) := by have hpath := geomDenominator_mul_pathSum m R D L 0 w (by simpa using hdepth) simp only [TreeGeometry.left, treeLeftNumerator, Nat.cast_add, Nat.cast_mul, rootOffsetNumerator_cast] rw [mul_add, hpath] ring theorem geomDenominator_mul_treeRight (m R D L : ℕ) (side : TreeGeometry.Side) (w : List ℕ) (hdepth : w.length ≤ L) : (geomDenominator m R D L : ℚ) * TreeGeometry.right m R D side w = (treeRightNumerator m R D L side w : ℚ) := by have hleft := geomDenominator_mul_treeLeft m R D L side w hdepth simp only [TreeGeometry.right, mul_add, hleft, treeRightNumerator, Nat.cast_add] by_cases hw : w = [] · simp [TreeGeometry.width, hw] · simp only [TreeGeometry.width, hw, ite_false] rw [geomDenominator_mul_lambda m R D L w.length hdepth] end BinPackingGap.IntegerPackingArithmetic end OAI