All proofs
Project-declaredLean 4.28.0 · mathlib@8f9d9cff6bd7

Sandwiched Trace Functional jointly convex

sandwichedTraceFunctional_jointly_convex

Plain-language statement

The trace functional Q̃_α is jointly convex for α > 1. This is Proposition 3 of the paper, originally from Frank–Lieb. The proof uses the variational formula: Q̃_α(ρ‖σ) = sup_{H ≥ 0} f_α(H, ρ, σ) where f_α(H, ρ, σ) = α · Tr[ρ H] - (α-1) · Tr[(σ^{-γ} H σ^{-γ})^{α/(α-1)}] is jointly convex in (ρ, σ) for fixed H (since the first term is linear an...

Exact Lean statement

theorem sandwichedTraceFunctional_jointly_convex (hα : 1 < α) {ι : Type*} [Fintype ι]
    (w : ι → ℝ) (hw_nonneg : ∀ i, 0 ≤ w i) (hw_sum : ∑ i, w i = 1)
    (ρs σs : ι → MState d) (ρ_mix σ_mix : MState d)
    (hρ_mix : ρ_mix.M = ∑ i, w i • (ρs i).M)
    (hσ_mix : σ_mix.M = ∑ i, w i • (σs i).M)
    (hker : ∀ i, (σs i).M.ker ≤ (ρs i).M.ker) :
    Q̃_ α(ρ_mix‖σ_mix) ≤ ∑ i, w i * Q̃_ α(ρs i‖σs i)

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
theorem sandwichedTraceFunctional_jointly_convex (hα : 1 < α) {ι : Type*} [Fintype ι]    (w : ι  ) (hw_nonneg :  i, 0  w i) (hw_sum : ∑ i, w i = 1)    (ρs σs : ι  MState d) (ρ_mix σ_mix : MState d)    (hρ_mix : ρ_mix.M = ∑ i, w i • (ρs i).M)    (hσ_mix : σ_mix.M = ∑ i, w i • (σs i).M)    (hker :  i, (σs i).M.ker  (ρs i).M.ker) :    Q̃_ α(ρ_mix‖σ_mix)  ∑ i, w i * Q̃_ α(ρs i‖σs i) := by  have hker' : σ_mix.M.ker  ρ_mix.M.ker := by    rw [hρ_mix, hσ_mix]    exact HermitianMat.ker_weighted_sum_le w hw_nonneg _ _ (fun i => (ρs i).nonneg) (fun i => (σs i).nonneg) hker  rw [traceFunctional_eq_iSup_f_alpha hα ρ_mix σ_mix hker']  calc ⨆ H : {H : HermitianMat d ℂ // 0  H}, f_alpha α H.1 ρ_mix σ_mix       ∑ i, w i * (⨆ H : {H : HermitianMat d ℂ // 0  H}, f_alpha α H.1 (ρs i) (σs i)) :=        iSup_f_alpha_jointly_convex hα w hw_nonneg hw_sum ρs σs ρ_mix σ_mix hρ_mix hσ_mix hker    _ = ∑ i, w i * Q̃_ α(ρs i‖σs i) := by        congr 1; ext i        rw [traceFunctional_eq_iSup_f_alpha hα (ρs i) (σs i) (hker i)]
Project
quantumInfo
License
MIT
Commit
56e83a9288a3
Source
QuantumInfo/Finite/Entropy/DPI.lean:792-808

Reuse this declaration

Bring the exact result into your workflow

The import identifies the source module. Your project still needs the pinned package dependency shown on this page.

What this badge means

This completion status comes from the project or community source. It has not yet been represented here as an independent rebuild and axiom audit.

Continue in this project

Related declarations

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.

View proof record
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.

View proof record
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.

View proof record