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Project-declaredLean 4.8.0 · mathlib@b5eba5954288

Exp le exp of map

Prob.exp_le_exp_of_map

Plain-language statement

Bound one exp in terms of another on a different space by injecting between the spaces

Exact Lean statement

lemma exp_le_exp_of_map {f : Prob α} {g : Prob β} {u : α → ℝ} {v : β → ℝ} (i : α → β)
    (inj : ∀ x0 x1, f.prob x0 * u x0 ≠ 0 → f.prob x1 * u x1 ≠ 0 → i x0 = i x1 → x0 = x1)
    (uv : ∀ x, f.prob x * u x ≠ 0 → f.prob x * u x ≤ g.prob (i x) * v (i x))
    (v0 : ∀ y, g.prob y ≠ 0 → 0 ≤ v y) : f.exp u ≤ g.exp v

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
lemma exp_le_exp_of_map {f : Prob α} {g : Prob β} {u : α  } {v : β  } (i : α  β)    (inj :  x0 x1, f.prob x0 * u x0  0  f.prob x1 * u x1  0  i x0 = i x1  x0 = x1)    (uv :  x, f.prob x * u x  0  f.prob x * u x  g.prob (i x) * v (i x))    (v0 :  y, g.prob y  0  0  v y) : f.exp u  g.exp v := by  simp only [exp, Finsupp.sum]  apply Finset.sum_le_sum_of_map i inj uv  · intro y m; simp only [Finsupp.mem_support_iff, not_not] at m; simp only [m, zero_mul]  · intro y m; simp only [Finsupp.mem_support_iff] at m; apply mul_nonneg (prob_nonneg _) (v0 _ m)
Project
debate
License
Apache-2.0
Commit
de3a6e500ae1
Source
Prob/Arith.lean:305-312

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