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Project-declaredLean 4.28.0 · mathlib@8f9d9cff6bd7

I Inf Is Convex

OptimalHypothesisRate.iInf_IsConvex

Plain-language statement

The space of strategies T in OptimalHypothesisRate is convex.

Exact Lean statement

theorem iInf_IsConvex (ρ : MState d) (ε : Prob) : Convex ℝ { m | ρ.exp_val (1 - m) ≤ ε ∧ 0 ≤ m ∧ m ≤ 1 }

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
theorem iInf_IsConvex (ρ : MState d) (ε : Prob) : Convex  { m | ρ.exp_val (1 - m)  ε  0  m  m  1 } := by  --We *could* get this from a more general fact that any linear subspace is convex,  --and the intersection of convex spaces is convex, and this is an intersection of  --three convex spaces. That would be more broken-down and lemmaified.  rintro x hx₁, hx₂, hx₃ y hy₁, hy₂, hy₃ a b ha hb hab  rw [ eq_sub_iff_add_eq'] at hab  subst b  refine And.intro ?_ (And.intro ?_ ?_)  · simp only [MState.exp_val, inner_sub_right, HermitianMat.inner_one, MState.tr,      tsub_le_iff_right, inner_add_right, inner_smul_right] at hx₁ hy₁     linear_combination a * hx₁ + (1 - a) * hy₁  · apply HermitianMat.convex_cone <;> assumption  · rw [ sub_nonneg] at hx₃ hy₃     convert HermitianMat.convex_cone hx₃ hy₃ ha hb using 1    simp only [sub_smul, one_smul, smul_sub]    abel
Project
quantumInfo
License
MIT
Commit
56e83a9288a3
Source
QuantumInfo/Finite/ResourceTheory/HypothesisTesting.lean:72-87

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Project-declaredLean 4.28.0

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...

quantum informationentropyquantum channels

Source project: quantumInfo

Person-level attribution pending.

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Project-declaredLean 4.28.0

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).

quantum informationentropyquantum channels

Source project: quantumInfo

Person-level attribution pending.

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Project-declaredLean 4.28.0

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).

quantum informationentropyquantum channels

Source project: quantumInfo

Person-level attribution pending.

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