Cond bind le first
Prob.cond_bind_le_first
Plain-language statement
Bound an enriched cond by bounding the first half if first half props relate to second half props
Exact Lean statement
lemma cond_bind_le_first {f : Prob α} {g : α → Prob β} (p q : β → Prop) (i j : α → Prop)
(pi : ∀ x y, f.prob x ≠ 0 → (g x).prob y ≠ 0 → j x → p y → q y → i x)
(jq : ∀ x y, f.prob x ≠ 0 → (g x).prob y ≠ 0 → j x → q y) :
(f >>= λ x ↦ Prod.mk x <$> g x).cond (λ y ↦ p y.snd) (λ y ↦ q y.snd ∧ j y.fst) ≤
f.cond i jFormal artifact
Lean source
lemma cond_bind_le_first {f : Prob α} {g : α → Prob β} (p q : β → Prop) (i j : α → Prop) (pi : ∀ x y, f.prob x ≠ 0 → (g x).prob y ≠ 0 → j x → p y → q y → i x) (jq : ∀ x y, f.prob x ≠ 0 → (g x).prob y ≠ 0 → j x → q y) : (f >>= λ x ↦ Prod.mk x <$> g x).cond (λ y ↦ p y.snd) (λ y ↦ q y.snd ∧ j y.fst) ≤ f.cond i j := by simp only [cond]; by_cases fj : f.pr j = 0 · have qj : (f >>= λ x ↦ Prod.mk x <$> g x).pr (λ y ↦ q y.2 ∧ j y.1) = 0 := by refine le_antisymm ?_ pr_nonneg; rw [←fj] apply pr_enrich_le_pr; intro x y _ _ ⟨_,jx⟩; exact jx simp only [fj, qj, div_zero, le_refl] refine div_le_div pr_nonneg ?_ ((Ne.symm fj).lt_of_le pr_nonneg) ?_ · apply pr_enrich_le_pr; intro x y fx gy ⟨py,qy,jx⟩; exact ⟨pi x y fx gy jx py qy, jx⟩ · apply pr_le_pr_enrich; intro x y fx gy jx; exact ⟨jq x y fx gy jx,jx⟩- Project
- debate
- License
- Apache-2.0
- Commit
- de3a6e500ae1
- Source
- Prob/Cond.lean:288-300
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