import OAI.Computability.Superstring.Model namespace OAI namespace Superstring namespace Hierarchical variable {α : Type} def SubstringClosed (V : Set (List α)) : Prop := ∀ ⦃s⦄, s ∈ V → ∀ ⦃t⦄, t <:+: s → t ∈ V /-- An explicit hierarchical-graph walk. Up edges append one symbol and down edges delete the first symbol. Transitivity retains every edge of both walks. -/ inductive Path (V : Set (List α)) : List α → List α → Type | nil (s) (hs : s ∈ V) : Path V s s | up (s) (a) (hs : s ∈ V) (ht : s ++ [a] ∈ V) : Path V s (s ++ [a]) | down (a) (s) (hs : a :: s ∈ V) (ht : s ∈ V) : Path V (a :: s) s | trans {s t u} : Path V s t → Path V t u → Path V s u namespace Path variable {V : Set (List α)} {s t u : List α} def cost : {s t : List α} → Path V s t → ℕ | _, _, .nil _ _ => 0 | _, _, .up _ _ _ _ => 1 | _, _, .down _ _ _ _ => 0 | _, _, .trans P Q => P.cost + Q.cost /-- Vertices, including both endpoints, with no quotient of the edge data. -/ def Visits (w : List α) : {s t : List α} → Path V s t → Prop | _, _, .nil s _ => w = s | _, _, .up s a _ _ => w = s ∨ w = s ++ [a] | _, _, .down a s _ _ => w = a :: s ∨ w = s | _, _, .trans P Q => P.Visits w ∨ Q.Visits w @[simp] theorem cost_trans (P : Path V s t) (Q : Path V t u) : (P.trans Q).cost = P.cost + Q.cost := rfl @[simp] theorem visits_start (P : Path V s t) : P.Visits s := by induction P with | nil => rfl | up => exact Or.inl rfl | down => exact Or.inl rfl | trans P Q ih _ => exact Or.inl ih @[simp] theorem visits_end (P : Path V s t) : P.Visits t := by induction P with | nil => rfl | up => exact Or.inr rfl | down => exact Or.inr rfl | trans P Q _ ih => exact Or.inr ih theorem mem_of_visits (P : Path V s t) {w} (h : P.Visits w) : w ∈ V := by induction P with | nil s hs => exact h ▸ hs | up s a hs ht => rcases h with rfl | rfl <;> assumption | down a s hs ht => rcases h with rfl | rfl <;> assumption | trans P Q ihP ihQ => exact h.elim ihP ihQ /-- Reindex an explicit walk along equality of its endpoint words. -/ def copy (P : Path V s t) {s' t' : List α} (hs : s = s') (ht : t = t') : Path V s' t' := hs ▸ ht ▸ P @[simp] theorem cost_copy (P : Path V s t) {s' t' : List α} (hs : s = s') (ht : t = t') : (P.copy hs ht).cost = P.cost := by subst s'; subst t'; rfl @[simp] theorem visits_copy (P : Path V s t) {s' t' : List α} (hs : s = s') (ht : t = t') (w : List α) : (P.copy hs ht).Visits w ↔ P.Visits w := by subst s'; subst t'; rfl /-- Delete an arbitrary prefix, costing zero. -/ def deletePrefix (closed : SubstringClosed V) (a b : List α) (h : a ++ b ∈ V) : Path V (a ++ b) b := match a with | [] => .nil b h | x :: xs => let htail : xs ++ b ∈ V := closed h (List.infix_cons List.infix_rfl) (Path.down x (xs ++ b) h htail).trans (deletePrefix closed xs b htail) @[simp] theorem cost_deletePrefix (closed : SubstringClosed V) (a b : List α) (h : a ++ b ∈ V) : (deletePrefix closed a b h).cost = 0 := by induction a with | nil => rfl | cons x xs ih => simpa [deletePrefix, cost] using ih _ /-- Append an arbitrary suffix, staying within prefixes of the final word. -/ def appendSuffix (closed : SubstringClosed V) (a b : List α) (h : a ++ b ∈ V) : Path V a (a ++ b) := match b with | [] => (Path.nil a (by simpa using h)).copy rfl (by simp) | x :: xs => let ha : a ∈ V := closed h List.infix_append_left let he : a ++ [x] ∈ V := closed h ⟨[], xs, by simp⟩ let ht : (a ++ [x]) ++ xs ∈ V := by simpa using h ((Path.up a x ha he).trans (appendSuffix closed (a ++ [x]) xs ht)).copy rfl (by simp) @[simp] theorem cost_appendSuffix (closed : SubstringClosed V) (a b : List α) (h : a ++ b ∈ V) : (appendSuffix closed a b h).cost = b.length := by induction b generalizing a with | nil => simp [appendSuffix, cost] | cons x xs ih => simp [appendSuffix, cost, ih, Nat.add_comm] /-- A path that reads a word one letter at a time, always returning to empty. This supplies the gap case of ordered windows without adding non-substring words. -/ def readGap (h0 : ([] : List α) ∈ V) (w : List α) (h : ∀ a ∈ w, [a] ∈ V) : Path V [] [] := match w with | [] => .nil [] h0 | a :: as => ((Path.up [] a h0 (h a (by simp))).trans (Path.down a [] (h a (by simp)) h0)).trans (readGap h0 as (fun b hb => h b (by simp [hb]))) @[simp] theorem cost_readGap (h0 : ([] : List α) ∈ V) (w : List α) (h : ∀ a ∈ w, [a] ∈ V) : (readGap h0 w h).cost = w.length := by induction w with | nil => rfl | cons a as ih => simp only [readGap, cost] rw [ih, List.length_cons] omega end Path /-- The finite integer window of a two-sided text. -/ def textWord (A : ℤ → α) (a b : ℤ) : List α := List.ofFn (fun i : Fin (b - a).toNat => A (a + (i.val : ℤ))) @[simp] theorem length_textWord (A : ℤ → α) (a b : ℤ) : (textWord A a b).length = (b - a).toNat := by simp [textWord] @[simp] theorem textWord_self (A : ℤ → α) (a : ℤ) : textWord A a a = [] := by simp [textWord] theorem textWord_append (A : ℤ → α) {a b c : ℤ} (hab : a ≤ b) (hbc : b ≤ c) : textWord A a b ++ textWord A b c = textWord A a c := by apply List.ext_getElem · simp only [List.length_append, length_textWord] omega · intro i hi hj by_cases hit : i < (b - a).toNat · rw [List.getElem_append_left (by simpa using hit)] simp [textWord] · rw [List.getElem_append_right (by simpa using Nat.le_of_not_gt hit)] simp only [textWord, List.getElem_ofFn, List.length_ofFn] congr 1 omega theorem textWord_infix (A : ℤ → α) {a b c d : ℤ} (hac : a ≤ c) (hcd : c ≤ d) (hdb : d ≤ b) : textWord A c d <:+: textWord A a b := by refine ⟨textWord A a c, textWord A d b, ?_⟩ rw [textWord_append A hac hcd, textWord_append A (le_trans hac hcd) hdb] theorem mem_textWord (A : ℤ → α) {a b : ℤ} {c : α} (hc : c ∈ textWord A a b) : ∃ i : ℤ, a ≤ i ∧ i < b ∧ A i = c := by simp only [textWord, List.mem_ofFn] at hc obtain ⟨i, hi⟩ := hc refine ⟨a + i.val, ?_, ?_, hi⟩ <;> omega /-- Translate a window by a period of its text, preserving the graph vertex. -/ theorem textWord_translate (A : ℤ → α) (h : ℤ) (per : ∀ x, A (x + h) = A x) (a b : ℤ) : textWord A (a + h) (b + h) = textWord A a b := by apply List.ext_getElem · simp · intro i hi hj simp only [textWord, List.getElem_ofFn] rw [show a + h + (i : ℤ) = (a + i) + h by omega, per] theorem ordered_windows {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) {a b c d : ℤ} (_hab : a ≤ b) (hcd : c ≤ d) (hac : a ≤ c) (hbd : b ≤ d) (h₁ : textWord A a b ∈ V) (h₂ : textWord A c d ∈ V) : ∃ P : Path V (textWord A a b) (textWord A c d), P.cost = (d - b).toNat ∧ ∃ w, P.Visits w ∧ (w.length : ℤ) ≤ max 0 (b - c) := by by_cases hcb : c ≤ b · have hm : textWord A c b ∈ V := closed h₁ (textWord_infix A hac hcb le_rfl) have heq₁ := textWord_append A hac hcb have heq₂ := textWord_append A hcb hbd have hd : textWord A a c ++ textWord A c b ∈ V := by simpa [heq₁] using h₁ have hu : textWord A c b ++ textWord A b d ∈ V := by simpa [heq₂] using h₂ let D := Path.deletePrefix closed (textWord A a c) (textWord A c b) hd let U := Path.appendSuffix closed (textWord A c b) (textWord A b d) hu have : ∃ P : Path V (textWord A a c ++ textWord A c b) (textWord A c b ++ textWord A b d), P.cost = (d - b).toNat ∧ ∃ w, P.Visits w ∧ (w.length : ℤ) ≤ max 0 (b - c) := by refine ⟨D.trans U, ?_, textWord A c b, Or.inl (Path.visits_end D), ?_⟩ · simp [D, U] · simp only [length_textWord] omega obtain ⟨P, hP, w, hw, hl⟩ := this exact ⟨P.copy heq₁ heq₂, by simpa using hP, w, by simpa using hw, hl⟩ · have hbc : b ≤ c := by omega have h0 : ([] : List α) ∈ V := closed h₁ List.nil_infix let D := Path.deletePrefix closed (textWord A a b) [] (by simpa using h₁) let G := Path.readGap h0 (textWord A b c) (by intro x hx obtain ⟨i, _, _, rfl⟩ := mem_textWord A hx exact letters i) let U := Path.appendSuffix closed [] (textWord A c d) (by simpa using h₂) have : ∃ P : Path V (textWord A a b ++ []) ([] ++ textWord A c d), P.cost = (d - b).toNat ∧ ∃ w, P.Visits w ∧ (w.length : ℤ) ≤ max 0 (b - c) := by refine ⟨(D.trans G).trans U, ?_, [], Or.inl (Or.inl (Path.visits_end D)), ?_⟩ · simp only [Path.cost_trans, D, G, U, Path.cost_deletePrefix, Path.cost_readGap, Path.cost_appendSuffix, length_textWord] omega · simp obtain ⟨P, hP, w, hw, hl⟩ := this exact ⟨P.copy (by simp) (by simp), by simpa using hP, w, by simpa using hw, hl⟩ namespace Path variable {V : Set (List α)} theorem deletePrefix_visits (closed : SubstringClosed V) (a b c : List α) (h : (a ++ b) ++ c ∈ V) : (deletePrefix closed (a ++ b) c h).Visits (b ++ c) := by induction a with | nil => exact visits_start _ | cons x xs ih => exact Or.inr (ih _) theorem appendSuffix_visits (closed : SubstringClosed V) (a b c : List α) (h : a ++ (b ++ c) ∈ V) : (appendSuffix closed a (b ++ c) h).Visits (a ++ b) := by induction b generalizing a with | nil => simp | cons x xs ih => simp only [List.cons_append, appendSuffix, visits_copy, Visits] right simpa only [List.append_assoc, List.singleton_append] using ih (a ++ [x]) _ end Path /-- Delete through a range of starting coordinates, visiting every suffix. -/ theorem window_delete {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) {a b c : ℤ} (hac : a ≤ c) (hcb : c ≤ b) (hw : textWord A a b ∈ V) : ∃ P : Path V (textWord A a b) (textWord A c b), P.cost = 0 ∧ ∀ x, a ≤ x → x ≤ c → P.Visits (textWord A x b) := by have heq := textWord_append A hac hcb let D := Path.deletePrefix closed (textWord A a c) (textWord A c b) (heq.symm ▸ hw) refine ⟨D.copy heq rfl, by simp [D], ?_⟩ intro x hax hxc simp only [Path.visits_copy] have heq' := textWord_append A hax hxc have hv := Path.deletePrefix_visits closed (textWord A a x) (textWord A x c) (textWord A c b) (show (textWord A a x ++ textWord A x c) ++ textWord A c b ∈ V by rw [heq', heq]; exact hw) dsimp [D] have hh : ∀ (a' : List α) (h : a' ++ textWord A c b ∈ V), a' = textWord A a c → (Path.deletePrefix closed a' (textWord A c b) h).Visits (textWord A x b) → (Path.deletePrefix closed (textWord A a c) (textWord A c b) (heq.symm ▸ hw)).Visits (textWord A x b) := by intro a' h e hv'; subst a'; exact hv' apply hh _ _ heq' simpa only [textWord_append A hxc hcb] using hv /-- Append through a range of ends, visiting every prefix. -/ theorem window_append {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) {a b d : ℤ} (hab : a ≤ b) (hbd : b ≤ d) (hw : textWord A a d ∈ V) : ∃ P : Path V (textWord A a b) (textWord A a d), P.cost = (d - b).toNat ∧ ∀ y, b ≤ y → y ≤ d → P.Visits (textWord A a y) := by have heq := textWord_append A hab hbd let U := Path.appendSuffix closed (textWord A a b) (textWord A b d) (heq.symm ▸ hw) refine ⟨U.copy rfl heq, by simp [U], ?_⟩ intro y hby hyd simp only [Path.visits_copy] have heq' := textWord_append A hby hyd have hv := Path.appendSuffix_visits closed (textWord A a b) (textWord A b y) (textWord A y d) (show textWord A a b ++ (textWord A b y ++ textWord A y d) ∈ V by rw [heq', heq]; exact hw) have hh : ∀ (b' : List α) (h : textWord A a b ++ b' ∈ V), b' = textWord A b d → (Path.appendSuffix closed (textWord A a b) b' h).Visits (textWord A a y) → U.Visits (textWord A a y) := by intro b' h e hv'; subst b'; exact hv' apply hh _ _ heq' simpa only [textWord_append A hab hby] using hv /-- An ordered-window transition can be chosen to contain every overlap suffix up to its next start. This strengthens the contact assertion used for links. -/ theorem ordered_windows_suffixes {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) {a b c d : ℤ} (hab : a ≤ b) (hcd : c ≤ d) (hac : a ≤ c) (hbd : b ≤ d) (h₁ : textWord A a b ∈ V) (h₂ : textWord A c d ∈ V) : ∃ P : Path V (textWord A a b) (textWord A c d), P.cost = (d - b).toNat ∧ (∀ x, a ≤ x → x ≤ c → x ≤ b → P.Visits (textWord A x b)) ∧ ∃ w, P.Visits w ∧ (w.length : ℤ) ≤ max 0 (b - c) := by let m := min b c have ham : a ≤ m := le_min hab hac have hmb : m ≤ b := min_le_left _ _ obtain ⟨D, hDc, hDv⟩ := window_delete closed A ham hmb h₁ have hmid : textWord A m b ∈ V := closed h₁ (textWord_infix A ham hmb le_rfl) obtain ⟨Q, hQc, w, hw, hl⟩ := ordered_windows closed A letters hmb hcd (min_le_right _ _) hbd hmid h₂ refine ⟨D.trans Q, by simp [hDc, hQc], ?_, w, Or.inr hw, hl⟩ intro x hax hxc hxb exact Or.inl (hDv x hax (le_min hxb hxc)) structure Layer (V : Set (List α)) (A : ℤ → α) (p : ℕ) where z : ℤ → ℤ mono : Monotone z lower : ∀ x, x ≤ z (x - 1) shift : ∀ x, z (x + p) = z x + p actual : ∀ x e, z (x - 1) ≤ e → e ≤ z x → textWord A x e ∈ V namespace Layer variable {V : Set (List α)} {A : ℤ → α} {p : ℕ} def first (D : Layer V A p) (x : ℤ) : ℤ := D.z (x - 1) def last (D : Layer V A p) (x : ℤ) : ℤ := D.z x theorem first_le_last (D : Layer V A p) (x : ℤ) : D.first x ≤ D.last x := D.mono (by omega) theorem start_le_first (D : Layer V A p) (x : ℤ) : x ≤ D.first x := D.lower x theorem first_actual (D : Layer V A p) (x : ℤ) : textWord A x (D.first x) ∈ V := D.actual x _ le_rfl (D.first_le_last x) theorem last_actual (D : Layer V A p) (x : ℤ) : textWord A x (D.last x) ∈ V := D.actual x _ (D.first_le_last x) le_rfl theorem shift_mul (D : Layer V A p) (k : ℕ) (x : ℤ) : D.z (x + (k * p : ℕ)) = D.z x + (k * p : ℕ) := by induction k with | zero => simp | succ k ih => rw [Nat.succ_mul, Nat.cast_add, ← add_assoc, D.shift, ih, add_assoc] /-- An actual height crossing in any finite horizontal range. -/ theorem meets_height (D : Layer V A p) (a Y : ℤ) (K : ℕ) (hfirst : D.first a ≤ Y) (hlast : Y ≤ D.last (a + K)) : ∃ x : ℤ, a ≤ x ∧ x ≤ a + K ∧ D.first x ≤ Y ∧ Y ≤ D.last x := by let test : ℕ → Prop := fun n => n ≤ K ∧ Y ≤ D.z (a + n) have hex : ∃ n, test n := ⟨K, le_rfl, hlast⟩ let n := Nat.find hex have hn : n ≤ K ∧ Y ≤ D.z (a + n) := Nat.find_spec hex refine ⟨a + n, by omega, by omega, ?_, hn.2⟩ by_cases h0 : n = 0 · simpa [h0] using hfirst · have hmin : ¬ test (n - 1) := Nat.find_min hex (by omega) have hz : D.z (a + ((n - 1 : ℕ) : ℤ)) < Y := by simp only [test, not_and, not_le] at hmin exact hmin (by omega) have heq : a + (n : ℤ) - 1 = a + ((n - 1 : ℕ) : ℤ) := by omega exact le_of_lt (by simpa [first, heq] using hz) def TouchedBy (D : Layer V A p) {s t} (P : Path V s t) : Prop := ∃ x e, D.first x ≤ e ∧ e ≤ D.last x ∧ P.Visits (textWord A x e) end Layer /-- Periods can be multiplied without assuming they are least. -/ theorem periodic_mul (A : ℤ → α) (p : ℕ) (per : ∀ x, A (x + p) = A x) (k : ℕ) (x : ℤ) : A (x + (k * p : ℕ)) = A x := by induction k with | zero => simp | succ k ih => rw [Nat.succ_mul, Nat.cast_add, ← add_assoc, per, ih] theorem collective_link {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p k : ℕ) (per : ∀ x, A (x + p) = A x) {ι : Type} (L : ι → Layer V A p) (lo hi : ι) (hlo : ∀ i x, (L lo).z x ≤ (L i).z x) (hhi : ∀ i x, (L i).z x ≤ (L hi).z x) {a b : ℤ} (hab : a ≤ b) (hR : textWord A a b ∈ V) (h₁ : (L hi).first a ≤ b + (k * p : ℕ)) (h₂ : (L hi).first a - (L lo).last a ≤ (k * p : ℕ)) (h₃ : b ≤ (L lo).last a + (k * p : ℕ)) : ∃ P : Path V (textWord A a b) (textWord A a b), P.cost = k * p ∧ ∀ i, (L i).TouchedBy P := by let K : ℕ := k * p let Y := max b ((L hi).first a) have hbY : b ≤ Y := le_max_left _ _ have hHY : (L hi).first a ≤ Y := le_max_right _ _ have hYK : Y ≤ b + K := by dsimp [Y, K]; omega have haY : a ≤ Y := le_trans hab hbY have hYV : textWord A a Y ∈ V := by by_cases h : b ≤ (L hi).first a · simpa only [Y, max_eq_right h] using (L hi).first_actual a · simpa only [Y, max_eq_left (le_of_not_ge h)] using hR have perK : ∀ x, A (x + K) = A x := periodic_mul A p per k have heqR := textWord_translate A (K : ℤ) perK a b have hRV : textWord A (a + K) (b + K) ∈ V := heqR.symm ▸ hR obtain ⟨U, hUc, hUv⟩ := window_append closed A hab hbY hYV obtain ⟨Q, hQc, hQv, _⟩ := ordered_windows_suffixes closed A letters haY (show a + K ≤ b + K by omega) (show a ≤ a + K by omega) hYK hYV hRV refine ⟨(U.trans Q).copy rfl heqR, ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hUc, hQc] dsimp [K] at * omega · intro i have hf : (L i).first a ≤ Y := le_trans (hhi i (a - 1)) hHY have hz : Y ≤ (L i).last (a + K) := by have heq := (L i).shift_mul k a have hlo' := hlo i a dsimp [Layer.last, K] at * rw [heq] dsimp [Y] omega obtain ⟨x, hax, hxK, hfx, hxl⟩ := (L i).meets_height a Y K hf hz refine ⟨x, Y, hfx, hxl, ?_⟩ simp only [Path.visits_copy, Path.Visits] exact Or.inr (hQv x hax hxK (le_trans ((L i).start_le_first x) hfx)) theorem join_band {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p k : ℕ) (per : ∀ x, A (x + p) = A x) {ι : Type} (L : ι → Layer V A p) (lo hi : ι) (hlo : ∀ i x, (L lo).z x ≤ (L i).z x) (hhi : ∀ i x, (L i).z x ≤ (L hi).z x) (t : ℤ) (hband : (L hi).first t - (L lo).last t ≤ (k * p : ℕ)) : ∃ P : Path V (textWord A t ((L lo).last t)) (textWord A t ((L lo).last t)), P.cost ≤ k * p ∧ ∀ i, (L i).TouchedBy P := by let E := (L lo).last t let H := (L hi).first t let K := k * p have hE : textWord A t E ∈ V := (L lo).last_actual t have hH : textWord A t H ∈ V := (L hi).first_actual t have htE : t ≤ E := le_trans ((L lo).start_le_first t) ((L lo).first_le_last t) have htH : t ≤ H := (L hi).start_le_first t by_cases hHE : H ≤ E · refine ⟨Path.nil _ hE, Nat.zero_le _, ?_⟩ intro i refine ⟨t, E, le_trans (hhi i (t - 1)) hHE, hlo i t, rfl⟩ · have hEH : E ≤ H := by omega have hHK : H ≤ E + K := by dsimp [H, E, K]; omega have perK : ∀ x, A (x + K) = A x := periodic_mul A p per k have heqE := textWord_translate A (K : ℤ) perK t E obtain ⟨U, hUc, hUv⟩ := window_append closed A htE hEH hH obtain ⟨Q, hQc, _⟩ := ordered_windows closed A letters htH (show t + K ≤ E + K by omega) (show t ≤ t + K by omega) hHK hH (heqE.symm ▸ hE) refine ⟨(U.trans Q).copy rfl heqE, ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hUc, hQc] dsimp [K] at * omega · intro i let e := max E ((L i).first t) have hfe : (L i).first t ≤ e := le_max_right _ _ have heE : E ≤ e := le_max_left _ _ have hel : e ≤ (L i).last t := max_le (hlo i t) ((L i).first_le_last t) have heH : e ≤ H := max_le hEH (hhi i (t - 1)) refine ⟨t, e, hfe, hel, ?_⟩ simp only [Path.visits_copy, Path.Visits] exact Or.inl (hUv e heE heH) /-- Forward rotations carry the usual lexicographic order, not a coordinatewise order on streams. -/ def forward (A : ℤ → α) (t : ℤ) : Lex (ℕ → α) := toLex (fun n => A (t + n)) theorem lex_at_le [LinearOrder α] {s t : Lex (ℕ → α)} (h : s ≤ t) (n : ℕ) (heq : ∀ j < n, s j = t j) : s n ≤ t n := by by_contra hn have hlt : t < s := ⟨n, fun j hj => (heq j hj).symm, lt_of_not_ge hn⟩ exact (not_lt_of_ge h) hlt /-- If a stream dominates its shift by q, then no smaller q-periodic stream can have its first q letters. This is the first-difference argument in the maximal-rotation lemma, expressed as strong induction. -/ theorem stream_eq_of_max [LinearOrder α] (s d : Lex (ℕ → α)) (q : ℕ) (hq : 0 < q) (hd : ∀ n, d (n + q) = d n) (hshift : toLex (fun n => s (n + q)) ≤ s) (hle : d ≤ s) (hprefix : ∀ n < q, s n = d n) : s = d := by apply funext intro n induction n using Nat.strong_induction_on with | h n ih => by_cases hn : n < q · exact hprefix n hn have hqn : q ≤ n := Nat.le_of_not_gt hn have hnq : n - q < n := by omega have heqn : n - q + q = n := Nat.sub_add_cancel hqn have hd' : d n = d (n - q) := by simpa only [heqn] using hd (n - q) have hsn : s n ≤ s (n - q) := by have hh := lex_at_le hshift (n - q) (fun j hj => ?_) · simpa only [Pi.toLex_apply, heqn] using hh · change s (j + q) = s j rw [ih (j + q) (by omega), hd j, ih j (by omega)] have hds : d n ≤ s n := lex_at_le hle n (fun j hj => (ih j hj).symm) apply le_antisymm _ hds rw [ih (n - q) hnq, ← hd'] at hsn exact hsn /-- Integer periodic functions can be evaluated at their Euclidean residue. -/ theorem periodic_emod (A : ℤ → α) (p : ℤ) (per : ∀ x, A (x + p) = A x) (x : ℤ) : A (x % p) = A x := by have hp : Function.Periodic A p := per have h := hp.int_mul (x / p) (x % p) simpa only [Int.cast_id, Int.emod_add_ediv_mul] using h.symm /-- Two periodic, two-sided texts are determined by their forward words. -/ theorem periodic_eq_of_forward_eq (A D : ℤ → α) (p q : ℕ) (hp : 0 < p) (hq : 0 < q) (hA : ∀ x, A (x + p) = A x) (hD : ∀ x, D (x + q) = D x) (t : ℤ) (heq : forward A t = forward D t) : A = D := by have hAp := periodic_mul A p hA q have hDq := periodic_mul D q hD p have hc : (0 : ℤ) < p * q := by positivity have hAc : ∀ x, A (x + (p * q : ℤ)) = A x := by simpa only [Nat.cast_mul, mul_comm] using hAp have hDc : ∀ x, D (x + (p * q : ℤ)) = D x := by simpa only [Nat.cast_mul] using hDq funext x let r := (x - t) % (p * q : ℤ) have hr : 0 ≤ r := Int.emod_nonneg _ (ne_of_gt hc) have hperA : ∀ y, A (t + y + (p * q : ℤ)) = A (t + y) := fun y => hAc (t + y) have hperD : ∀ y, D (t + y + (p * q : ℤ)) = D (t + y) := fun y => hDc (t + y) have ha := periodic_emod (fun y => A (t + y)) (p * q) (by intro y; simpa only [add_assoc] using hperA y) (x - t) have hd := periodic_emod (fun y => D (t + y)) (p * q) (by intro y; simpa only [add_assoc] using hperD y) (x - t) simp only [add_sub_cancel] at ha hd rw [← ha, ← hd] have h := congrFun heq r.toNat simpa only [forward, Pi.toLex_apply, Int.toNat_of_nonneg hr] using h theorem maximal_rotation [LinearOrder α] (A D : ℤ → α) (p q : ℕ) (hp : 0 < p) (hq : 0 < q) (hA : ∀ x, A (x + p) = A x) (hD : ∀ x, D (x + q) = D x) (t : ℤ) (hmax : ∀ x, forward A x ≤ forward A t) (hbelow : ∀ x, forward D x ≤ forward A t) (hne : A ≠ D) : ∃ n < q, A (t + n) ≠ D (t + n) := by by_contra! h apply hne apply periodic_eq_of_forward_eq A D p q hp hq hA hD t apply stream_eq_of_max (forward A t) (forward D t) q hq · intro n simpa only [forward, Pi.toLex_apply, Nat.cast_add, add_assoc] using hD (t + n) · convert hmax (t + q) using 1 congr 1 funext n simp only [forward, Pi.toLex_apply] congr 1 omega · exact hbelow t · exact h /-- Agreement on the half-open integer interval [a,b). -/ def AgreeOn (A D : ℤ → α) (a b : ℤ) : Prop := ∀ x, a ≤ x → x < b → A x = D x theorem textWord_eq_of_agree {A D : ℤ → α} {a b : ℤ} (h : AgreeOn A D a b) : textWord A a b = textWord D a b := by apply congrArg List.ofFn funext i apply h · omega · have := i.isLt omega theorem periodic_mod_at (A : ℤ → α) (p a x : ℤ) (per : ∀ y, A (y + p) = A y) : A (a + (x - a) % p) = A x := by have h := periodic_emod (fun y => A (a + y)) p (fun y => by simpa only [add_assoc] using per (a + y)) (x - a) simpa only [add_sub_cancel] using h /-- Agreement for one period determines an aligned periodic text. -/ theorem same_period_eq (A D : ℤ → α) (p : ℕ) (hp : 0 < p) (hA : ∀ x, A (x + p) = A x) (hD : ∀ x, D (x + p) = D x) (a : ℤ) (h : AgreeOn A D a (a + p)) : A = D := by funext x rw [← periodic_mod_at A p a x hA, ← periodic_mod_at D p a x hD] apply h · have := Int.emod_nonneg (x - a) (show (p : ℤ) ≠ 0 by omega) omega · have := Int.emod_lt_of_pos (x - a) (show (0 : ℤ) < p by omega) omega theorem eq_of_long_agreement (A D : ℤ → α) (p q : ℕ) (hp : 0 < p) (hq : 0 < q) (hA : ∀ x, A (x + p) = A x) (hD : ∀ x, D (x + q) = D x) (a : ℤ) (h : AgreeOn A D a (a + p + q)) : A = D := by have hDp : ∀ x, D (x + p) = D x := by intro x let y := a + (x - a) % (q : ℤ) have hay : a ≤ y := by have := Int.emod_nonneg (x - a) (show (q : ℤ) ≠ 0 by omega) dsimp [y]; omega have hyq : y < a + q := by have := Int.emod_lt_of_pos (x - a) (show (0 : ℤ) < q by omega) dsimp [y]; omega have hdyp : D (y + p) = D (x + p) := periodic_mod_at (fun z => D (z + p)) q a x (fun z => by simpa only [add_right_comm] using hD (z + p)) have hdy : D y = D x := periodic_mod_at D q a x hD rw [← hdyp, ← hdy, ← h (y + p) (by omega) (by omega), ← h y hay (by omega), hA y] apply same_period_eq A D p hp hA hDp a intro x hax hxb exact h x hax (by omega) theorem agreement_bound (A D : ℤ → α) (p q : ℕ) (hp : 0 < p) (hq : 0 < q) (hA : ∀ x, A (x + p) = A x) (hD : ∀ x, D (x + q) = D x) (hne : A ≠ D) (a b : ℤ) (h : AgreeOn A D a b) : b - a < p + q := by by_contra hn apply hne apply eq_of_long_agreement A D p q hp hq hA hD a intro x hx hy exact h x hx (by omega) theorem same_period_agreement_bound (A D : ℤ → α) (p : ℕ) (hp : 0 < p) (hA : ∀ x, A (x + p) = A x) (hD : ∀ x, D (x + p) = D x) (hne : A ≠ D) (a b : ℤ) (h : AgreeOn A D a b) : b - a < p := by by_contra hn apply hne apply same_period_eq A D p hp hA hD a intro x hx hy exact h x hx (by omega) namespace Layer variable {V : Set (List α)} {A : ℤ → α} {p : ℕ} theorem first_mono (D : Layer V A p) : Monotone D.first := fun _ _ h => D.mono (by omega) theorem last_mono (D : Layer V A p) : Monotone D.last := D.mono @[simp] theorem first_shift (D : Layer V A p) (x : ℤ) : D.first (x + p) = D.first x + p := by simpa only [first, add_sub_right_comm] using D.shift (x - 1) @[simp] theorem last_shift (D : Layer V A p) (x : ℤ) : D.last (x + p) = D.last x + p := D.shift x /-- An actual vertex of a layer whose symbol length is at most the allowance. -/ def HasShort (D : Layer V A p) (q : ℕ) : Prop := ∃ x e, D.first x ≤ e ∧ e ≤ D.last x ∧ (textWord A x e).length ≤ q theorem first_long_of_not_short (D : Layer V A p) (q : ℕ) (h : ¬ D.HasShort q) (x : ℤ) : (q : ℤ) < D.first x - x := by have hx : x ≤ D.first x := D.start_le_first x have hlen : ¬ (textWord A x (D.first x)).length ≤ q := fun hc => h ⟨x, D.first x, le_rfl, D.first_le_last x, hc⟩ simp only [length_textWord] at hlen omega end Layer theorem collective_short_sweep {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p k q : ℕ) (hk : 1 ≤ k) (per : ∀ x, A (x + p) = A x) {ι : Type} (L : ι → Layer V A p) (hi : ι) (hhi : ∀ i x, (L i).z x ≤ (L hi).z x) (hlong : ∀ i, ¬ (L i).HasShort q) {a b t : ℤ} (hat : a ≤ t) (htb : t < b) (hR : textWord A a b ∈ V) (hH : (L hi).first t ≤ b + (k * p : ℕ)) (hlen : b - a < p + q) (hagr : b - t < q) : ∃ P : Path V (textWord A a b) (textWord A a b), P.cost = k * p ∧ (∀ i, (L i).TouchedBy P) ∧ ∃ w, P.Visits w ∧ w.length ≤ q := by let K := k * p let x := min t (a + K) let F := (L hi).first x have hpK : (p : ℤ) ≤ K := by have := Nat.mul_le_mul_right p hk simp only [one_mul] at this exact_mod_cast this have hax : a ≤ x := le_min hat (by omega) have hxt : x ≤ t := min_le_left _ _ have hxK : x ≤ a + K := min_le_right _ _ have hxb : x ≤ b := by omega have hshort : b - x < q := by by_cases h : t ≤ a + K · dsimp [x]; rw [min_eq_left h]; exact hagr · have heq : x = a + K := min_eq_right (by omega) rw [heq] omega have hbfirst : ∀ i, b ≤ (L i).first x := by intro i have := (L i).first_long_of_not_short q (hlong i) x omega have hbF : b ≤ F := hbfirst hi have hFK : F ≤ b + K := le_trans ((L hi).first_mono hxt) hH have hFV : textWord A x F ∈ V := (L hi).first_actual x have heqR := textWord_translate A (K : ℤ) (periodic_mul A p per k) a b obtain ⟨D, hDc, _⟩ := window_delete closed A hax hxb hR obtain ⟨U, hUc, hUv⟩ := window_append closed A hxb hbF hFV obtain ⟨Q, hQc, _⟩ := ordered_windows closed A letters (le_trans hxb hbF) (show a + K ≤ b + K by omega) hxK hFK hFV (heqR.symm ▸ hR) refine ⟨((D.trans U).trans Q).copy rfl heqR, ?_, ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hDc, hUc, hQc] dsimp [K] at * omega · intro i refine ⟨x, (L i).first x, le_rfl, (L i).first_le_last x, ?_⟩ simp only [Path.visits_copy, Path.Visits] exact Or.inl (Or.inr (hUv _ (hbfirst i) (hhi i (x - 1)))) · refine ⟨textWord A x b, ?_, ?_⟩ · simp only [Path.visits_copy, Path.Visits] exact Or.inl (Or.inl (Path.visits_end D)) · simp only [length_textWord] omega theorem cycle_collective_contact [LinearOrder α] {V : Set (List α)} (closed : SubstringClosed V) (A D : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p k q : ℕ) (hp : 0 < p) (hk : 1 ≤ k) (hq : 0 < q) (per : ∀ x, A (x + p) = A x) (perD : ∀ x, D (x + q) = D x) {ι : Type} (L : ι → Layer V A p) (lo hi : ι) (hlo : ∀ i x, (L lo).z x ≤ (L i).z x) (hhi : ∀ i x, (L i).z x ≤ (L hi).z x) {a b t : ℤ} (hat : a ≤ t) (htb : t < b) (hR : textWord A a b ∈ V) (hagree : AgreeOn A D a b) (hne : A ≠ D) (hmax : ∀ x, forward A x ≤ forward A t) (hbelow : ∀ x, forward D x ≤ forward A t) (hH : (L hi).first t ≤ b + (k * p : ℕ)) (hband : (L hi).first a - (L lo).last a ≤ (k * p : ℕ)) (hlast : b ≤ (L lo).last a + (k * p : ℕ)) : ∃ P : Path V (textWord A a b) (textWord A a b), P.cost = k * p ∧ (∀ i, (L i).TouchedBy P) ∧ ((∃ i, (L i).HasShort q) ∨ ∃ w, P.Visits w ∧ w.length ≤ q) := by classical by_cases hs : ∃ i, (L i).HasShort q · obtain ⟨P, hPc, hPv⟩ := collective_link closed A letters p k per L lo hi hlo hhi (show a ≤ b by omega) hR (le_trans ((L hi).first_mono hat) hH) hband hlast exact ⟨P, hPc, hPv, Or.inl hs⟩ · have hlen := agreement_bound A D p q hp hq per perD hne a b hagree have hagr : b - t < q := by obtain ⟨n, hn, hne'⟩ := maximal_rotation A D p q hp hq per perD t hmax hbelow hne by_contra h exact hne' (hagree (t + n) (by omega) (by omega)) obtain ⟨P, hPc, hPv, hc⟩ := collective_short_sweep closed A letters p k q hk per L hi hhi (by simpa only [not_exists] using hs) hat htb hR hH hlen hagr exact ⟨P, hPc, hPv, Or.inr hc⟩ namespace Path variable {V : Set (List α)} {s t u : List α} /-- The word written by a hierarchical walk: exactly one symbol per up edge. -/ def written : {s t : List α} → Path V s t → List α | _, _, .nil _ _ => [] | _, _, .up _ a _ _ => [a] | _, _, .down _ _ _ _ => [] | _, _, .trans P Q => P.written ++ Q.written @[simp] theorem length_written (P : Path V s t) : P.written.length = P.cost := by induction P <;> simp_all [written, cost] theorem end_suffix_written (P : Path V s t) : t <:+ s ++ P.written := by induction P with | nil => simp [written] | up => simp [written] | down a s _ _ => simp [written] | trans P Q ihP ihQ => simpa only [written, List.append_assoc] using ihQ.trans (List.suffix_append_self_iff.mpr ihP) /-- The exact output invariant in the main proof: every visited vertex occurs contiguously in the starting word followed by the appended letters. -/ theorem visited_infix_written (P : Path V s t) {w : List α} (hw : P.Visits w) : w <:+: s ++ P.written := by induction P with | nil => subst w; simp [written] | up s a _ _ => rcases hw with rfl | rfl · simpa only [written] using List.infix_append_left · simp [written] | down a s _ _ => rcases hw with rfl | rfl · simp [written] · simp only [written, List.append_nil] exact List.infix_cons List.infix_rfl | trans P Q ihP ihQ => rcases hw with hw | hw · simpa only [written, List.append_assoc] using (ihP hw).trans (List.infix_append_left (l₂ := Q.written)) · have h := (List.suffix_append_self_iff.mpr (P.end_suffix_written) : _ ++ Q.written <:+ _).isInfix simpa only [written, List.append_assoc] using (ihQ hw).trans h /-- Split at an actual visited vertex, preserving costs and every visit. -/ theorem split (P : Path V s t) {w : List α} (hw : P.Visits w) : ∃ (U : Path V s w) (D : Path V w t), U.cost + D.cost = P.cost ∧ ∀ v, P.Visits v ↔ U.Visits v ∨ D.Visits v := by induction P with | nil s hs => subst w exact ⟨.nil s hs, .nil s hs, rfl, fun _ => by simp [Visits]⟩ | up s a hs ht => rcases hw with h | h · subst w refine ⟨.nil s hs, .up s a hs ht, by simp [cost], ?_⟩ intro v; simp only [Visits]; tauto · subst w refine ⟨.up s a hs ht, .nil (s ++ [a]) ht, by simp [cost], ?_⟩ intro v; simp only [Visits]; tauto | down a s hs ht => rcases hw with h | h · subst w refine ⟨.nil (a :: s) hs, .down a s hs ht, by simp [cost], ?_⟩ intro v; simp only [Visits]; tauto · subst w refine ⟨.down a s hs ht, .nil s ht, by simp [cost], ?_⟩ intro v; simp only [Visits]; tauto | trans P Q ihP ihQ => rcases hw with hw | hw · obtain ⟨U, D, hc, hv⟩ := ihP hw refine ⟨U, D.trans Q, ?_, ?_⟩ · simp only [cost_trans]; omega · intro v; simp only [Visits, hv, or_assoc] · obtain ⟨U, D, hc, hv⟩ := ihQ hw refine ⟨P.trans U, D, ?_, ?_⟩ · simp only [cost_trans]; omega · intro v; simp only [Visits, hv, or_assoc] /-- Rotate a closed walk to any of its visited vertices without adding edges. -/ theorem rotate (P : Path V s s) {w : List α} (hw : P.Visits w) : ∃ Q : Path V w w, Q.cost = P.cost ∧ ∀ v, Q.Visits v ↔ P.Visits v := by obtain ⟨U, D, hc, hv⟩ := P.split hw refine ⟨D.trans U, by simp only [cost_trans]; omega, ?_⟩ intro v simp only [Visits, hv, or_comm] /-- Euler splicing in its exact needed form: edge-disjointness is unnecessary because edge copies remain distinct in the path data. -/ theorem splice (P : Path V s s) (Q : Path V t t) (w : List α) (hP : P.Visits w) (hQ : Q.Visits w) : ∃ R : Path V s s, R.cost = P.cost + Q.cost ∧ ∀ v, R.Visits v ↔ P.Visits v ∨ Q.Visits v := by obtain ⟨U, D, hc, hv⟩ := P.split hP obtain ⟨Q', hQc, hQv⟩ := Q.rotate hQ refine ⟨(U.trans Q').trans D, ?_, ?_⟩ · simp only [cost_trans]; omega · intro v simp only [Visits, hQv, hv] tauto /-- Rooting at a short vertex costs exactly its symbol length. -/ theorem root_loop (closed : SubstringClosed V) (w : List α) (hw : w ∈ V) : ∃ P : Path V [] [], P.cost = w.length ∧ P.Visits w := by let U := (appendSuffix closed [] w (by simpa using hw)) let D := (deletePrefix closed w [] (by simpa using hw)) refine ⟨(U.copy (t' := w) rfl (by simp)).trans (D.copy (s' := w) (by simp) rfl), ?_, ?_⟩ · simp [U, D] · exact Or.inl (visits_end _) end Path /-- Concatenate any finite ordered list of actual windows. -/ theorem ordered_chain {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (a b : ℕ → ℤ) (ha : Monotone a) (hb : Monotone b) (n : ℕ) (hab : ∀ i ≤ n, a i ≤ b i) (hV : ∀ i ≤ n, textWord A (a i) (b i) ∈ V) : ∃ P : Path V (textWord A (a 0) (b 0)) (textWord A (a n) (b n)), P.cost = (b n - b 0).toNat ∧ ∀ i ≤ n, P.Visits (textWord A (a i) (b i)) := by induction n with | zero => refine ⟨.nil _ (hV 0 le_rfl), by simp [Path.cost], ?_⟩ intro i hi have : i = 0 := by omega subst i rfl | succ n ih => obtain ⟨P, hPc, hPv⟩ := ih (fun i hi => hab i (by omega)) (fun i hi => hV i (by omega)) obtain ⟨Q, hQc, _⟩ := ordered_windows closed A letters (hab n (by omega)) (hab (n + 1) le_rfl) (ha (by omega)) (hb (by omega)) (hV n (by omega)) (hV (n + 1) le_rfl) refine ⟨P.trans Q, ?_, ?_⟩ · simp only [Path.cost_trans, hPc, hQc] have := hb (show 0 ≤ n by omega) have := hb (show n ≤ n + 1 by omega) omega · intro i hi by_cases h : i ≤ n · exact Or.inl (hPv i h) · have : i = n + 1 := by omega subst i exact Or.inr (Path.visits_end Q) theorem individual_link {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p q : ℕ) (per : ∀ x, A (x + p) = A x) (L : Layer V A p) {a b : ℤ} (hab : a ≤ b) (hR : textWord A a b ∈ V) (hfirst : L.first a ≤ b) (hlast : b ≤ L.last a + p) (hlen : b - a < p + q) : ∃ P : Path V (textWord A a b) (textWord A a b), P.cost = p ∧ L.TouchedBy P ∧ ∃ w, P.Visits w ∧ w.length ≤ q := by let e := max b (L.first (a + p)) have hbe : b ≤ e := le_max_left _ _ have hfe : L.first (a + p) ≤ e := le_max_right _ _ have heL : e ≤ L.last (a + p) := by apply max_le · simpa only [Layer.last_shift] using hlast · exact L.first_le_last _ have hebp : e ≤ b + p := by apply max_le · omega · rw [Layer.first_shift] omega have hapse : a + p ≤ e := le_trans (L.start_le_first _) hfe have heV : textWord A (a + p) e ∈ V := L.actual _ _ hfe heL have heq := textWord_translate A p per a b obtain ⟨Q, hQc, w, hQw, hwlen⟩ := ordered_windows closed A letters hab hapse (by omega) hbe hR heV obtain ⟨U, hUc, _⟩ := window_append closed A hapse hebp (heq.symm ▸ hR) refine ⟨(Q.trans U).copy rfl heq, ?_, ?_, w, ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hQc, hUc] omega · refine ⟨a + p, e, hfe, heL, ?_⟩ simp only [Path.visits_copy, Path.Visits] exact Or.inl (Path.visits_end Q) · simpa only [Path.visits_copy, Path.Visits] using (Or.inl hQw : Q.Visits w ∨ U.Visits w) · omega theorem one_free_period {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p k : ℕ) (per : ∀ x, A (x + p) = A x) {ι : Type} (L : ι → Layer V A p) (lo hi : ι) (hlo : ∀ i x, (L lo).z x ≤ (L i).z x) (hhi : ∀ i x, (L i).z x ≤ (L hi).z x) (t : ℤ) (hband : (L hi).first t - (L lo).last t ≤ ((k - 1) * p : ℕ)) : ∃ P : Path V (textWord A t ((L lo).last t)) (textWord A t ((L lo).last t)), P.cost ≤ (k - 1) * p ∧ ∀ i, (L i).TouchedBy P := join_band closed A letters p (k - 1) per L lo hi hlo hhi t hband namespace Layer variable {V : Set (List α)} {A : ℤ → α} {p : ℕ} /-- Realize one entire vertical passage and its following down step. -/ theorem passage (L : Layer V A p) (closed : SubstringClosed V) (x : ℤ) : ∃ P : Path V (textWord A x (L.first x)) (textWord A (x + 1) (L.first (x + 1))), P.cost = (L.first (x + 1) - L.first x).toNat ∧ ∀ e, L.first x ≤ e → e ≤ L.last x → P.Visits (textWord A x e) := by have heq : L.first (x + 1) = L.last x := by simp [first, last] have hbound : x + 1 ≤ L.last x := by simpa only [heq] using L.start_le_first (x + 1) obtain ⟨U, hUc, hUv⟩ := window_append closed A (L.start_le_first x) (L.first_le_last x) (L.last_actual x) obtain ⟨D, hDc, _⟩ := window_delete closed A (show x ≤ x + 1 by omega) hbound (L.last_actual x) refine ⟨(U.trans D).copy rfl (by rw [heq]), ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hUc, hDc, Nat.add_zero, heq] · intro e hfe hel simpa only [Path.visits_copy, Path.Visits] using (Or.inl (hUv e hfe hel) : U.Visits (textWord A x e) ∨ D.Visits (textWord A x e)) /-- A finite segment of a layer, including every window at its traversed starts. -/ theorem segment (L : Layer V A p) (closed : SubstringClosed V) (t : ℤ) (n : ℕ) : ∃ P : Path V (textWord A t (L.first t)) (textWord A (t + n) (L.first (t + n))), P.cost = (L.first (t + n) - L.first t).toNat ∧ ∀ x e, t ≤ x → x < t + n → L.first x ≤ e → e ≤ L.last x → P.Visits (textWord A x e) := by induction n with | zero => refine ⟨(Path.nil _ (L.first_actual t)).copy rfl (by simp), by simp [Path.cost], ?_⟩ intro x e htx hxt omega | succ n ih => obtain ⟨P, hPc, hPv⟩ := ih obtain ⟨Q, hQc, hQv⟩ := L.passage closed (t + n) have hend : t + (n : ℤ) + 1 = t + (n + 1 : ℕ) := by omega refine ⟨(P.trans Q).copy rfl (by rw [hend]), ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hPc, hQc] have h₁ := L.first_mono (show t ≤ t + (n : ℤ) by omega) have h₂ := L.first_mono (show t + (n : ℤ) ≤ t + n + 1 by omega) rw [hend] at * omega · intro x e htx hxt hfe hel simp only [Path.visits_copy, Path.Visits] by_cases h : x < t + n · exact Or.inl (hPv x e htx h hfe hel) · have hx : x = t + n := by omega subst x exact Or.inr (hQv e hfe hel) /-- One primitive turn is an explicit closed walk of exactly the period cost. -/ theorem turn (L : Layer V A p) (closed : SubstringClosed V) (per : ∀ x, A (x + p) = A x) (t : ℤ) : ∃ P : Path V (textWord A t (L.first t)) (textWord A t (L.first t)), P.cost = p ∧ ∀ x e, t ≤ x → x < t + p → L.first x ≤ e → e ≤ L.last x → P.Visits (textWord A x e) := by obtain ⟨P, hPc, hPv⟩ := L.segment closed t p have heq : textWord A (t + p) (L.first (t + p)) = textWord A t (L.first t) := by rw [L.first_shift] exact textWord_translate A p per t (L.first t) refine ⟨P.copy rfl heq, ?_, ?_⟩ · simp only [Path.cost_copy, hPc, L.first_shift] omega · intro x e htx hxt hfe hel exact (Path.visits_copy ..).mpr (hPv x e htx hxt hfe hel) end Layer namespace Layer variable {V : Set (List α)} {A : ℤ → α} {p : ℕ} theorem shift_int (L : Layer V A p) (m x : ℤ) : L.z (x + m * p) = L.z x + m * p := by have h : Function.Periodic (fun y => L.z y - y) (p : ℤ) := by intro y change L.z (y + p) - (y + p) = L.z y - y rw [L.shift] omega have hh := h.int_mul m x simp only [Int.cast_id] at hh omega theorem first_shift_int (L : Layer V A p) (m x : ℤ) : L.first (x + m * p) = L.first x + m * p := by simpa only [first, add_sub_right_comm] using L.shift_int m (x - 1) /-- An entire layer is covered by one turn, because every actual window is a period translate of a window in that turn. -/ theorem full_turn (L : Layer V A p) (closed : SubstringClosed V) (hp : 0 < p) (per : ∀ x, A (x + p) = A x) (t : ℤ) : ∃ P : Path V (textWord A t (L.first t)) (textWord A t (L.first t)), P.cost = p ∧ ∀ x e, L.first x ≤ e → e ≤ L.last x → P.Visits (textWord A x e) := by obtain ⟨P, hPc, hPv⟩ := L.turn closed per t refine ⟨P, hPc, ?_⟩ intro x e hfe hel let r := t + (x - t) % (p : ℤ) let m := (x - t) / (p : ℤ) have htr : t ≤ r := by have := Int.emod_nonneg (x - t) (show (p : ℤ) ≠ 0 by omega) dsimp [r]; omega have hrt : r < t + p := by have := Int.emod_lt_of_pos (x - t) (show (0 : ℤ) < p by omega) dsimp [r]; omega have hrx : r + m * p = x := by have := Int.emod_add_ediv_mul (x - t) (p : ℤ) dsimp [r, m]; omega have hf : L.first r ≤ e - m * p := by have hh := L.first_shift_int m r rw [hrx] at hh omega have hl : e - m * p ≤ L.last r := by have hh := L.shift_int m r rw [hrx] at hh change e ≤ L.z x at hel change e - m * p ≤ L.z r omega have hpA : Function.Periodic A (p : ℤ) := per have heq := textWord_translate A (m * p) (hpA.int_mul m) r (e - m * p) rw [hrx, sub_add_cancel] at heq rw [heq] exact hPv r (e - m * p) htr hrt hf hl end Layer /-- A closed walk with its base vertex retained as explicit data. -/ structure Loop (V : Set (List α)) where base : List α path : Path V base base namespace Loop variable {V : Set (List α)} def cost (P : Loop V) : ℕ := P.path.cost def Visits (P : Loop V) (w : List α) : Prop := P.path.Visits w def Meets (P Q : Loop V) : Prop := ∃ w, P.Visits w ∧ Q.Visits w /-- Saturate a closed walk by splicing every accessible loop from a finite collection. The resulting visited set is closed under that collection, and no loop budget is spent twice. -/ theorem saturate {ι : Type} (F : ι → Loop V) (I : Finset ι) (P : Loop V) : ∃ Q : Loop V, Q.base = P.base ∧ Q.cost ≤ P.cost + ∑ i ∈ I, (F i).cost ∧ (∀ w, P.Visits w → Q.Visits w) ∧ (∀ i ∈ I, Q.Meets (F i) → ∀ w, (F i).Visits w → Q.Visits w) ∧ (∀ w, Q.Visits w → P.Visits w ∨ ∃ i ∈ I, (F i).Visits w) := by classical induction I using Finset.strongInductionOn generalizing P rename_i I ih by_cases hex : ∃ i ∈ I, P.Meets (F i) · obtain ⟨i, hi, w, hPw, hFw⟩ := hex obtain ⟨R, hRc, hRv⟩ := P.path.splice (F i).path w hPw hFw let P' : Loop V := ⟨P.base, R⟩ obtain ⟨Q, hQb, hQc, hPQ, hclosed, hsupport⟩ := ih (I.erase i) (Finset.erase_ssubset hi) P' refine ⟨Q, hQb, ?_, ?_, ?_, ?_⟩ · have hsum := Finset.sum_erase_add I (fun j => (F j).cost) hi change R.cost = P.cost + (F i).cost at hRc change Q.cost ≤ R.cost + _ at hQc omega · intro v hv apply hPQ v exact (hRv v).mpr (Or.inl hv) · intro j hj hmeet v hv by_cases hji : j = i · subst j apply hPQ v exact (hRv v).mpr (Or.inr hv) · exact hclosed j (Finset.mem_erase.mpr ⟨hji, hj⟩) hmeet v hv · intro v hv rcases hsupport v hv with h | ⟨j, hj, hv⟩ · rcases (hRv v).mp h with hp | hf · exact Or.inl hp · exact Or.inr ⟨i, hi, hf⟩ · exact Or.inr ⟨j, Finset.mem_of_mem_erase hj, hv⟩ · refine ⟨P, rfl, Nat.le_add_right _ _, fun _ h => h, ?_, fun _ h => Or.inl h⟩ intro i hi hmeet exact False.elim (hex ⟨i, hi, hmeet⟩) /-- Used-support connectivity in a form that exactly expresses closure under closed walks. It ignores incidental isolated vertices and records a root. -/ def Connected {ι : Type} (F : ι → Loop V) (I : Finset ι) (root : List α) : Prop := ∀ U : Set (List α), root ∈ U → (∀ i ∈ I, (∃ w, w ∈ U ∧ (F i).Visits w) → ∀ w, (F i).Visits w → w ∈ U) → ∀ i ∈ I, ∀ w, (F i).Visits w → w ∈ U theorem of_connected {ι : Type} (F : ι → Loop V) (I : Finset ι) (root : List α) (hroot : root ∈ V) (hconn : Connected F I root) : ∃ P : Path V root root, P.cost ≤ ∑ i ∈ I, (F i).cost ∧ ∀ i ∈ I, ∀ w, (F i).Visits w → P.Visits w := by let P : Loop V := ⟨root, Path.nil root hroot⟩ obtain ⟨Q, hQb, hQc, hPQ, hclosed, _⟩ := saturate F I P have hbase : Q.base = root := hQb refine ⟨Q.path.copy hbase hbase, ?_, ?_⟩ · simpa only [Path.cost_copy, P, cost, Path.cost, Nat.zero_add] using hQc · have h := hconn {w | Q.Visits w} (hPQ root rfl) (fun i hi hmeet => hclosed i hi hmeet) intro i hi w hw exact (Path.visits_copy ..).mpr (h i hi w hw) end Loop /-- The host proof's modified target remains inside its recorded host window, and lies within one child period of the prescribed requester window. -/ theorem host_target_bounds (a₀ b₀ a b e T : ℤ) (p₀ p : ℕ) (hmin : p₀ ≤ p) (horderA : a₀ ≤ a) (horderT : a ≤ T) (horderB : b₀ ≤ b) (hreq₁ : a + p < e) (hreq₂ : e ≤ b - p) (hleft : b₀ - a < p₀ + p) (hright : b - T < p + p₀) (hbase : b₀ < T + p₀) : let s := min (a + p) T let h := max e b₀ a ≤ s ∧ s ≤ a + p ∧ s ≤ h ∧ h ≤ b ∧ e ≤ h ∧ h ≤ e + p ∧ a₀ ≤ s ∧ s ≤ T ∧ b₀ ≤ h ∧ h < T + p₀ := by dsimp only have hs₁ : a ≤ min (a + p) T := le_min (by omega) horderT have hs₂ := min_le_left (a + (p : ℤ)) T have hs₃ := min_le_right (a + (p : ℤ)) T have hh₁ := le_max_left e b₀ have hh₂ := le_max_right e b₀ constructor · exact hs₁ constructor · exact hs₂ constructor · omega constructor · exact max_le (by omega) horderB constructor · exact hh₁ constructor · exact max_le (by omega) (by omega) constructor · omega constructor · exact hs₃ constructor · exact hh₂ · exact max_lt (by omega) hbase /-- The child-period loop used to attach each later requester at its modified target; no recipient budget is consumed by this operation. -/ theorem request_attachment {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (p : ℕ) (per : ∀ x, A (x + p) = A x) {a e s h : ℤ} (hae : a ≤ e) (hsh : s ≤ h) (has : a ≤ s) (hsa : s ≤ a + p) (heh : e ≤ h) (hhe : h ≤ e + p) (hR : textWord A a e ∈ V) (hQ : textWord A s h ∈ V) : ∃ P : Path V (textWord A s h) (textWord A s h), P.cost = p ∧ P.Visits (textWord A a e) := by have heqR := textWord_translate A p per a e have heqQ := textWord_translate A p per s h obtain ⟨U, hUc, _⟩ := ordered_windows closed A letters hsh (show a + p ≤ e + p by omega) hsa hhe hQ (heqR.symm ▸ hR) obtain ⟨D, hDc, _⟩ := ordered_windows closed A letters (show a + p ≤ e + p by omega) (show s + p ≤ h + p by omega) (show a + p ≤ s + p by omega) (show e + p ≤ h + p by omega) (heqR.symm ▸ hR) (heqQ.symm ▸ hQ) refine ⟨(U.trans D).copy rfl heqQ, ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hUc, hDc] omega · rw [← heqR] simp only [Path.visits_copy, Path.Visits] exact Or.inl (Path.visits_end U) /-- The central cost-q excursion in the host text, for a nonempty ordered list of later targets. It includes the initial requesters' whole vertical range and ends with a contact shorter than the minimum child period. -/ theorem host_excursion {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (q p₀ : ℕ) (hp₀ : 0 < p₀) (per : ∀ x, A (x + q) = A x) (a₀ b₀ e₀ : ℤ) (he₀ : a₀ + p₀ < e₀) (heb : e₀ ≤ b₀) (hR : textWord A a₀ b₀ ∈ V) (s h : ℕ → ℤ) (hs : Monotone s) (hh : Monotone h) (n : ℕ) (hbounds : ∀ i ≤ n, a₀ ≤ s i ∧ s i ≤ a₀ + q ∧ s i ≤ h i ∧ b₀ ≤ h i ∧ h i < a₀ + q + p₀) (hQ : ∀ i ≤ n, textWord A (s i) (h i) ∈ V) : ∃ P : Path V (textWord A a₀ e₀) (textWord A a₀ e₀), P.cost = q ∧ P.Visits (textWord A a₀ b₀) ∧ (∀ e, e₀ ≤ e → e ≤ b₀ → P.Visits (textWord A a₀ e)) ∧ (∀ i ≤ n, P.Visits (textWord A (s i) (h i))) ∧ ∃ w, P.Visits w ∧ w.length < p₀ := by have hae : a₀ ≤ e₀ := by omega have hE : textWord A a₀ e₀ ∈ V := closed hR (textWord_infix A le_rfl hae heb) have heqE := textWord_translate A q per a₀ e₀ obtain ⟨U, hUc, hUv⟩ := window_append closed A hae heb hR obtain ⟨B, hBc, _⟩ := ordered_windows closed A letters (le_trans hae heb) (hbounds 0 (by omega)).2.2.1 (hbounds 0 (by omega)).1 (hbounds 0 (by omega)).2.2.2.1 hR (hQ 0 (by omega)) obtain ⟨C, hCc, hCv⟩ := ordered_chain closed A letters s h hs hh n (fun i hi => (hbounds i hi).2.2.1) hQ obtain ⟨D, hDc, w, hDw, hwlen⟩ := ordered_windows closed A letters (hbounds n le_rfl).2.2.1 (show a₀ + q ≤ e₀ + q by omega) (hbounds n le_rfl).2.1 (show h n ≤ e₀ + q by have := (hbounds n le_rfl).2.2.2.2; omega) (hQ n le_rfl) (heqE.symm ▸ hE) refine ⟨(((U.trans B).trans C).trans D).copy rfl heqE, ?_, ?_, ?_, ?_, w, ?_, ?_⟩ · simp only [Path.cost_copy, Path.cost_trans, hUc, hBc, hCc, hDc] have := hh (show 0 ≤ n by omega) have := (hbounds 0 (by omega)).2.2.2.1 have := (hbounds n le_rfl).2.2.2.2 omega · simp only [Path.visits_copy, Path.Visits] exact Or.inl (Or.inl (Or.inl (Path.visits_end U))) · intro e he he' simp only [Path.visits_copy, Path.Visits] exact Or.inl (Or.inl (Or.inl (hUv e he he'))) · intro i hi simp only [Path.visits_copy, Path.Visits] exact Or.inl (Or.inr (hCv i hi)) · simp only [Path.visits_copy, Path.Visits] exact Or.inr hDw · have := (hbounds n le_rfl).2.2.2.2 omega /-- The no-later-record case of the same host excursion. -/ theorem host_excursion_single {V : Set (List α)} (closed : SubstringClosed V) (A : ℤ → α) (letters : ∀ x, [A x] ∈ V) (q p₀ : ℕ) (hp₀ : 0 < p₀) (per : ∀ x, A (x + q) = A x) (a₀ b₀ e₀ : ℤ) (he₀ : a₀ + p₀ < e₀) (heb : e₀ ≤ b₀) (hshort : b₀ < a₀ + q + p₀) (hR : textWord A a₀ b₀ ∈ V) : ∃ P : Path V (textWord A a₀ e₀) (textWord A a₀ e₀), P.cost = q ∧ P.Visits (textWord A a₀ b₀) ∧ (∀ e, e₀ ≤ e → e ≤ b₀ → P.Visits (textWord A a₀ e)) ∧ ∃ w, P.Visits w ∧ w.length < p₀ := by obtain ⟨P, hc, hr, hv, _, hs⟩ := host_excursion closed A letters q p₀ hp₀ per a₀ b₀ e₀ he₀ heb hR (fun _ => a₀) (fun _ => b₀) monotone_const monotone_const 0 (fun _ _ => ⟨le_rfl, by omega, by omega, le_rfl, hshort⟩) (fun _ _ => hR) exact ⟨P, hc, hr, hv, hs⟩ namespace Loop variable {V : Set (List α)} /-- Splice a family of request attachments into its host excursion. -/ theorem attach {ι : Type} (F : ι → Loop V) (I : Finset ι) (P : Loop V) (hmeet : ∀ i ∈ I, P.Meets (F i)) : ∃ Q : Loop V, Q.base = P.base ∧ Q.cost ≤ P.cost + ∑ i ∈ I, (F i).cost ∧ (∀ w, P.Visits w → Q.Visits w) ∧ (∀ i ∈ I, ∀ w, (F i).Visits w → Q.Visits w) := by obtain ⟨Q, hb, hc, hp, hclosed, _⟩ := saturate F I P refine ⟨Q, hb, hc, hp, ?_⟩ intro i hi obtain ⟨w, hPw, hFw⟩ := hmeet i hi exact hclosed i hi ⟨w, hp w hPw, hFw⟩ /-- A short contact roots the whole closed excursion for its length. -/ theorem root_at (closed : SubstringClosed V) (P : Loop V) (w : List α) (hw : P.Visits w) : ∃ Q : Path V [] [], Q.cost = P.cost + w.length ∧ ∀ v, P.Visits v → Q.Visits v := by obtain ⟨R, hRc, hRw⟩ := Path.root_loop closed w (P.path.mem_of_visits hw) obtain ⟨Q, hQc, hQv⟩ := R.splice P.path w hRw hw refine ⟨Q, ?_, fun v hv => (hQv v).mpr (Or.inr hv)⟩ change Q.cost = R.cost + P.cost at hQc omega /-- Host requests consume the host cost, the later attachments' costs, and one unused minimum-child budget. The initial requesters remain visited. -/ theorem root_attachments {ι : Type} (closed : SubstringClosed V) (P : Loop V) (F : ι → Loop V) (I : Finset ι) (p₀ : ℕ) (hmeet : ∀ i ∈ I, P.Meets (F i)) (hshort : ∃ w, P.Visits w ∧ w.length ≤ p₀) : ∃ Q : Path V [] [], Q.cost ≤ P.cost + (∑ i ∈ I, (F i).cost) + p₀ ∧ (∀ w, P.Visits w → Q.Visits w) ∧ (∀ i ∈ I, ∀ w, (F i).Visits w → Q.Visits w) := by obtain ⟨R, _, hRc, hp, hf⟩ := attach F I P hmeet obtain ⟨w, hw, hlen⟩ := hshort obtain ⟨Q, hQc, hQv⟩ := R.root_at closed w (hp w hw) exact ⟨Q, by omega, fun v hv => hQv v (hp v hv), fun i hi v hv => hQv v (hf i hi v hv)⟩ end Loop end Hierarchical end Superstring end OAI