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Project-declaredLean 4.28.0 · mathlib@8f9d9cff6bd7

Exists min

OptimalHypothesisRate.exists_min'

Plain-language statement

There exists an optimal T for the hypothesis testing, that is, it's a minimum and not just an infimum. This states we have 1 - ε ≤ ρ.exp_val T, but we can always "worsen" T to make that bound tight, which is exists_min.

Exact Lean statement

theorem exists_min' (ρ : MState d) (ε : Prob) (S : Set (MState d)):
    ∃ (T : { m : HermitianMat d ℂ // ρ.exp_val (1 - m) ≤ ε ∧ 0 ≤ m ∧ m ≤ 1}),
      (⨆ σ ∈ S, ⟨_, σ.exp_val_prob T.prop.right⟩ = β_ ε(ρ‖S))
      ∧ 1 - ε ≤ ρ.exp_val T

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
theorem exists_min' (ρ : MState d) (ε : Prob) (S : Set (MState d)):     (T : { m : HermitianMat d ℂ // ρ.exp_val (1 - m)  ε  0  m  m  1}),      (⨆ σ  S, _, σ.exp_val_prob T.prop.right = β_ ε(ρ‖S))       1 - ε  ρ.exp_val T := by  have _ : Nonempty d := ρ.nonempty  rcases S.eq_empty_or_nonempty with rfl | hS  · simpa [-Subtype.exists] using rfl, 1, by simp, by simp  rw [ Set.nonempty_coe_sort] at hS  obtain T, hT₁, hT₂ := IsCompact.exists_isMinOn:= Prob)    (isCompact_iff_isCompact_univ.mp (iInf_IsCompact ρ ε)) Set.univ_nonempty    (f := fun T  ⨆ σ  S, _, σ.exp_val_prob T.prop.right)    (by      have h := HermitianMat.innerₗ.continuous_iSup_fst        (Bornology.isBounded_induced.mp (Bornology.IsBounded.all S))      apply Continuous.continuousOn      simp_rw [ iSup_subtype'', subtype_val_iSup' (ι := S)]      refine Continuous.subtype_mk ?_ _      refine Continuous.comp (g := fun T  ⨆ (i : S), i.val.exp_val T) ?_ continuous_subtype_val      convert h with T      rw [ sSup_image' (s := S) (f := fun i  i.exp_val T)]      rw [ sSup_image' (s := (MState.M '' S)) (f := fun i  i.innerₗ T)]      simp [Set.image, MState.exp_val, HermitianMat.innerₗ]    )  clear hT₁   use T  constructor  · simp only [isMinOn_univ_iff] at hT₂    rw [OptimalHypothesisRate]    --Why is the following three bundled together not a theorem? Is it, and I can't find it? TODO    apply le_antisymm    · exact le_iInf hT₂    · exact iInf_le_iff.mpr fun _ a  a T  · simpa [MState.exp_val_sub, add_comm (ε : ) _] using T.2.1
Project
quantumInfo
License
MIT
Commit
56e83a9288a3
Source
QuantumInfo/Finite/ResourceTheory/HypothesisTesting.lean:129-162

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Project-declaredLean 4.28.0

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Plain-language statement

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Source project: quantumInfo

Person-level attribution pending.

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Project-declaredLean 4.28.0

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Plain-language statement

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Source project: quantumInfo

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