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 TFormal artifact
Lean source
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 (α := 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 : ℝ) _] using T.2.1- Project
- quantumInfo
- License
- MIT
- Commit
- 56e83a9288a3
- Source
- QuantumInfo/Finite/ResourceTheory/HypothesisTesting.lean:129-162
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conjTranspose_isometry_mul_isometry_le_one
Project documentation
The operator norm of the conjugate transpose is equal to the operator norm. -/ theorem Matrix.opNorm_conjTranspose_eq_opNorm {m n : Type*} [Fintype m] [Fintype n] [DecidableEq m] [DecidableEq n] (A : Matrix m n 𝕜) : Matrix.opNorm Aᴴ = Matrix.opNorm A := by unfold Matrix.opNorm rw [← ContinuousLinearMap.adjoint.norm_map (toEuclideanLin A).toContinuousLine...
Source project: quantumInfo
Person-level attribution pending.
Convex roof of pure
convex_roof_of_pure
Plain-language statement
The convex roof extension of g : KetUpToPhase d → ℝ≥0 applied to a pure state ψ is g (KetUpToPhase.mk ψ).
Source project: quantumInfo
Person-level attribution pending.
Id achieves Rate log dim
CPTPMap.id_achievesRate_log_dim
Plain-language statement
The identity channel on D dimensional space achieves a rate of log2(D).
Source project: quantumInfo
Person-level attribution pending.