/- Copyright (c) 2014 Microsoft Corporation. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Author: Leonardo de Moura -/ prelude import Init.SizeOf import Init.Data.Nat.Basic universe u v set_option codegen false inductive Acc {α : Sort u} (r : α → α → Prop) : α → Prop where | intro (x : α) (h : (y : α) → r y x → Acc r y) : Acc r x abbrev Acc.ndrec.{u1, u2} {α : Sort u2} {r : α → α → Prop} {C : α → Sort u1} (m : (x : α) → ((y : α) → r y x → Acc r y) → ((y : α) → (a : r y x) → C y) → C x) {a : α} (n : Acc r a) : C a := Acc.rec (motive := fun α _ => C α) m n abbrev Acc.ndrecOn.{u1, u2} {α : Sort u2} {r : α → α → Prop} {C : α → Sort u1} {a : α} (n : Acc r a) (m : (x : α) → ((y : α) → r y x → Acc r y) → ((y : α) → (a : r y x) → C y) → C x) : C a := Acc.rec (motive := fun α _ => C α) m n namespace Acc variable {α : Sort u} {r : α → α → Prop} def inv {x y : α} (h₁ : Acc r x) (h₂ : r y x) : Acc r y := Acc.recOn (motive := fun (x : α) _ => r y x → Acc r y) h₁ (fun x₁ ac₁ ih h₂ => ac₁ y h₂) h₂ end Acc inductive WellFounded {α : Sort u} (r : α → α → Prop) : Prop where | intro (h : ∀ a, Acc r a) : WellFounded r class WellFoundedRelation (α : Sort u) where rel : α → α → Prop wf : WellFounded rel namespace WellFounded def apply {α : Sort u} {r : α → α → Prop} (wf : WellFounded r) (a : α) : Acc r a := WellFounded.recOn (motive := fun x => (y : α) → Acc r y) wf (fun p => p) a section variable {α : Sort u} {r : α → α → Prop} (hwf : WellFounded r) theorem recursion {C : α → Sort v} (a : α) (h : ∀ x, (∀ y, r y x → C y) → C x) : C a := by induction (apply hwf a) with | intro x₁ ac₁ ih => exact h x₁ ih theorem induction {C : α → Prop} (a : α) (h : ∀ x, (∀ y, r y x → C y) → C x) : C a := recursion hwf a h variable {C : α → Sort v} variable (F : ∀ x, (∀ y, r y x → C y) → C x) def fixF (x : α) (a : Acc r x) : C x := by induction a with | intro x₁ ac₁ ih => exact F x₁ ih def fixFEq (x : α) (acx : Acc r x) : fixF F x acx = F x (fun (y : α) (p : r y x) => fixF F y (Acc.inv acx p)) := by induction acx with | intro x r ih => exact rfl end variable {α : Sort u} {C : α → Sort v} {r : α → α → Prop} -- Well-founded fixpoint def fix (hwf : WellFounded r) (F : ∀ x, (∀ y, r y x → C y) → C x) (x : α) : C x := fixF F x (apply hwf x) -- Well-founded fixpoint satisfies fixpoint equation theorem fix_eq (hwf : WellFounded r) (F : ∀ x, (∀ y, r y x → C y) → C x) (x : α) : fix hwf F x = F x (fun y h => fix hwf F y) := fixFEq F x (apply hwf x) end WellFounded open WellFounded -- Empty relation is well-founded def emptyWf {α : Sort u} : WellFoundedRelation α where rel := emptyRelation wf := by apply WellFounded.intro intro a apply Acc.intro a intro b h cases h -- Subrelation of a well-founded relation is well-founded namespace Subrelation variable {α : Sort u} {r q : α → α → Prop} def accessible {a : α} (h₁ : Subrelation q r) (ac : Acc r a) : Acc q a := by induction ac with | intro x ax ih => apply Acc.intro intro y h exact ih y (h₁ h) def wf (h₁ : Subrelation q r) (h₂ : WellFounded r) : WellFounded q := ⟨fun a => accessible @h₁ (apply h₂ a)⟩ end Subrelation -- The inverse image of a well-founded relation is well-founded namespace InvImage variable {α : Sort u} {β : Sort v} {r : β → β → Prop} private def accAux (f : α → β) {b : β} (ac : Acc r b) : (x : α) → f x = b → Acc (InvImage r f) x := by induction ac with | intro x acx ih => intro z e apply Acc.intro intro y lt subst x apply ih (f y) lt y rfl def accessible {a : α} (f : α → β) (ac : Acc r (f a)) : Acc (InvImage r f) a := accAux f ac a rfl def wf (f : α → β) (h : WellFounded r) : WellFounded (InvImage r f) := ⟨fun a => accessible f (apply h (f a))⟩ end InvImage @[reducible] def invImage (f : α → β) (h : WellFoundedRelation β) : WellFoundedRelation α where rel := InvImage h.rel f wf := InvImage.wf f h.wf -- The transitive closure of a well-founded relation is well-founded namespace TC variable {α : Sort u} {r : α → α → Prop} def accessible {z : α} (ac : Acc r z) : Acc (TC r) z := by induction ac with | intro x acx ih => apply Acc.intro x intro y rel induction rel with | base a b rab => exact ih a rab | trans a b c rab rbc ih₁ ih₂ => apply Acc.inv (ih₂ acx ih) rab def wf (h : WellFounded r) : WellFounded (TC r) := ⟨fun a => accessible (apply h a)⟩ end TC -- less-than is well-founded def Nat.lt_wfRel : WellFoundedRelation Nat where rel := Nat.lt wf := by apply WellFounded.intro intro n induction n with | zero => apply Acc.intro 0 intro _ h apply absurd h (Nat.not_lt_zero _) | succ n ih => apply Acc.intro (Nat.succ n) intro m h have : m = n ∨ m < n := Nat.eq_or_lt_of_le (Nat.le_of_succ_le_succ h) match this with | Or.inl e => subst e; assumption | Or.inr e => exact Acc.inv ih e def Measure {α : Sort u} : (α → Nat) → α → α → Prop := InvImage (fun a b => a < b) abbrev measure {α : Sort u} (f : α → Nat) : WellFoundedRelation α := invImage f Nat.lt_wfRel def SizeOfRef (α : Sort u) [SizeOf α] : α → α → Prop := Measure sizeOf abbrev sizeOfWFRel {α : Sort u} [SizeOf α] : WellFoundedRelation α := measure sizeOf instance (priority := low) [SizeOf α] : WellFoundedRelation α := sizeOfWFRel namespace Prod open WellFounded section variable {α : Type u} {β : Type v} variable (ra : α → α → Prop) variable (rb : β → β → Prop) -- Lexicographical order based on ra and rb inductive Lex : α × β → α × β → Prop where | left {a₁} (b₁) {a₂} (b₂) (h : ra a₁ a₂) : Lex (a₁, b₁) (a₂, b₂) | right (a) {b₁ b₂} (h : rb b₁ b₂) : Lex (a, b₁) (a, b₂) theorem Lex.right' {a₁ : α} {b₁ : β} (h₁ : a₁ = a₂) (h₂ : rb b₁ b₂) : Lex ra rb (a₁, b₁) (a₂, b₂) := h₁ ▸ Lex.right a₁ h₂ -- relational product based on ra and rb inductive RProd : α × β → α × β → Prop where | intro {a₁ b₁ a₂ b₂} (h₁ : ra a₁ a₂) (h₂ : rb b₁ b₂) : RProd (a₁, b₁) (a₂, b₂) end section variable {α : Type u} {β : Type v} variable {ra : α → α → Prop} {rb : β → β → Prop} def lexAccessible (aca : (a : α) → Acc ra a) (acb : (b : β) → Acc rb b) (a : α) (b : β) : Acc (Lex ra rb) (a, b) := by induction (aca a) generalizing b with | intro xa aca iha => induction (acb b) with | intro xb acb ihb => apply Acc.intro (xa, xb) intro p lt cases lt with | left _ _ h => apply iha _ h | right _ h => apply ihb _ h -- The lexicographical order of well founded relations is well-founded @[reducible] def lex (ha : WellFoundedRelation α) (hb : WellFoundedRelation β) : WellFoundedRelation (α × β) where rel := Lex ha.rel hb.rel wf := ⟨fun (a, b) => lexAccessible (WellFounded.apply ha.wf) (WellFounded.apply hb.wf) a b⟩ instance [ha : WellFoundedRelation α] [hb : WellFoundedRelation β] : WellFoundedRelation (α × β) := lex ha hb -- relational product is a Subrelation of the Lex def RProdSubLex (a : α × β) (b : α × β) (h : RProd ra rb a b) : Lex ra rb a b := by cases h with | intro h₁ h₂ => exact Lex.left _ _ h₁ -- The relational product of well founded relations is well-founded def rprod (ha : WellFoundedRelation α) (hb : WellFoundedRelation β) : WellFoundedRelation (α × β) where rel := RProd ha.rel hb.rel wf := by apply Subrelation.wf (r := Lex ha.rel hb.rel) (h₂ := (lex ha hb).wf) intro a b h exact RProdSubLex a b h end end Prod namespace PSigma section variable {α : Sort u} {β : α → Sort v} variable (r : α → α → Prop) variable (s : ∀ a, β a → β a → Prop) -- Lexicographical order based on r and s inductive Lex : PSigma β → PSigma β → Prop where | left : ∀ {a₁ : α} (b₁ : β a₁) {a₂ : α} (b₂ : β a₂), r a₁ a₂ → Lex ⟨a₁, b₁⟩ ⟨a₂, b₂⟩ | right : ∀ (a : α) {b₁ b₂ : β a}, s a b₁ b₂ → Lex ⟨a, b₁⟩ ⟨a, b₂⟩ end section variable {α : Sort u} {β : α → Sort v} variable {r : α → α → Prop} {s : ∀ (a : α), β a → β a → Prop} def lexAccessible {a} (aca : Acc r a) (acb : (a : α) → WellFounded (s a)) (b : β a) : Acc (Lex r s) ⟨a, b⟩ := by induction aca with | intro xa aca iha => induction (WellFounded.apply (acb xa) b) with | intro xb acb ihb => apply Acc.intro intro p lt cases lt with | left => apply iha; assumption | right => apply ihb; assumption -- The lexicographical order of well founded relations is well-founded @[reducible] def lex (ha : WellFoundedRelation α) (hb : (a : α) → WellFoundedRelation (β a)) : WellFoundedRelation (PSigma β) where rel := Lex ha.rel (fun a => hb a |>.rel) wf := WellFounded.intro fun ⟨a, b⟩ => lexAccessible (WellFounded.apply ha.wf a) (fun a => hb a |>.wf) b instance [ha : WellFoundedRelation α] [hb : (a : α) → WellFoundedRelation (β a)] : WellFoundedRelation (PSigma β) := lex ha hb end section variable {α : Sort u} {β : Sort v} def lexNdep (r : α → α → Prop) (s : β → β → Prop) := Lex r (fun a => s) def lexNdepWf {r : α → α → Prop} {s : β → β → Prop} (ha : WellFounded r) (hb : WellFounded s) : WellFounded (lexNdep r s) := WellFounded.intro fun ⟨a, b⟩ => lexAccessible (WellFounded.apply ha a) (fun x => hb) b end section variable {α : Sort u} {β : Sort v} -- Reverse lexicographical order based on r and s inductive RevLex (r : α → α → Prop) (s : β → β → Prop) : @PSigma α (fun a => β) → @PSigma α (fun a => β) → Prop where | left : {a₁ a₂ : α} → (b : β) → r a₁ a₂ → RevLex r s ⟨a₁, b⟩ ⟨a₂, b⟩ | right : (a₁ : α) → {b₁ : β} → (a₂ : α) → {b₂ : β} → s b₁ b₂ → RevLex r s ⟨a₁, b₁⟩ ⟨a₂, b₂⟩ end section open WellFounded variable {α : Sort u} {β : Sort v} variable {r : α → α → Prop} {s : β → β → Prop} def revLexAccessible {b} (acb : Acc s b) (aca : (a : α) → Acc r a): (a : α) → Acc (RevLex r s) ⟨a, b⟩ := by induction acb with | intro xb acb ihb => intro a induction (aca a) with | intro xa aca iha => apply Acc.intro intro p lt cases lt with | left => apply iha; assumption | right => apply ihb; assumption def revLex (ha : WellFounded r) (hb : WellFounded s) : WellFounded (RevLex r s) := WellFounded.intro fun ⟨a, b⟩ => revLexAccessible (apply hb b) (WellFounded.apply ha) a end section def SkipLeft (α : Type u) {β : Type v} (s : β → β → Prop) : @PSigma α (fun a => β) → @PSigma α (fun a => β) → Prop := RevLex emptyRelation s def skipLeft (α : Type u) {β : Type v} (hb : WellFoundedRelation β) : WellFoundedRelation (PSigma fun a : α => β) where rel := SkipLeft α hb.rel wf := revLex emptyWf.wf hb.wf def mkSkipLeft {α : Type u} {β : Type v} {b₁ b₂ : β} {s : β → β → Prop} (a₁ a₂ : α) (h : s b₁ b₂) : SkipLeft α s ⟨a₁, b₁⟩ ⟨a₂, b₂⟩ := RevLex.right _ _ h end end PSigma