Pos of lt one
OptimalHypothesisRate.pos_of_lt_one
Plain-language statement
When the allowed Type I error ε is less than 1 (so, we have some limit on our errors), and the kernel of the state ρ contains the kernel of some element in S, then the optimal hypothesis rate is positive - there is some lower bound on the type II errors we'll see. In other words, under these conditions, we cannot completely avoid type II errors.
Exact Lean statement
theorem pos_of_lt_one {ρ : MState d} (S : Set (MState d))
(hρ : ∃ σ ∈ S, σ.M.ker ≤ ρ.M.ker)
{ε : Prob} (hε : ε < 1) : 0 < β_ ε(ρ‖S)Formal artifact
Lean source
theorem pos_of_lt_one {ρ : MState d} (S : Set (MState d)) (hρ : ∃ σ ∈ S, σ.M.ker ≤ ρ.M.ker) {ε : Prob} (hε : ε < 1) : 0 < β_ ε(ρ‖S) := by obtain ⟨σ, hσ₁, hσ₂⟩ := hρ --Assume the converse: that the infimum is zero. The set of such T's is inhabited --and closed, so there is some T that attains the value zero. This T has zero --inner product with σ (`σ.exp_val T = 0`), and yet (by definition of T's type) we --also have that `ρ.exp_val (1 - T) ≤ ε < 1`. So `T` lives entirely in σ's kernel, --which (by `h_supp`) is contained in ρ's kernel. So --`ρ.exp_val (1 - T) = ρ.exp_val 1 - ρ.exp_val T = ρ.trace - 0 = 1`, a contradiction. by_contra h obtain ⟨⟨T, hT₁, hT₂, hT₃⟩, hT₄, hT₅⟩ := exists_min ρ ε S rw [← bot_eq_zero'', not_bot_lt_iff] at h rw [h, iSup_eq_bot, bot_eq_zero''] at hT₄ specialize hT₄ σ simp only [iSup_pos hσ₁, Subtype.ext_iff, Set.Icc.coe_zero, MState.exp_val] at hT₄ rw [HermitianMat.inner_zero_iff σ.nonneg hT₂] at hT₄ replace hT₁ : ρ.exp_val (1 - T) ≠ 1 := (lt_of_le_of_lt hT₁ hε).ne absurd hT₁ rw [ρ.exp_val_eq_one_iff ?_, sub_sub_cancel] · grw [← hT₄] rwa [HermitianMat.ker, HermitianMat.ker, ContinuousLinearMap.ker_le_ker_iff_range_le_range] at hσ₂ · simp · simp · exact sub_le_self 1 hT₂- Project
- quantumInfo
- License
- MIT
- Commit
- 56e83a9288a3
- Source
- QuantumInfo/Finite/ResourceTheory/HypothesisTesting.lean:225-249
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Related declarations
Conj Transpose isometry mul isometry le one
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.