Sandwiched Rel Rentropy additive alpha ne one
sandwichedRelRentropy_additive_alpha_ne_one
Project documentation
The Sandwiched Renyi Relative entropy is additive for α=1 (standard relative entropy). -/ private theorem sandwichedRelRentropy_additive_alpha_one (ρ₁ σ₁ : MState d₁) (ρ₂ σ₂ : MState d₂) : D̃_ 1(ρ₁ ⊗ᴹ ρ₂‖σ₁ ⊗ᴹ σ₂) = D̃_ 1(ρ₁‖σ₁) + D̃_ 1(ρ₂‖σ₂) := by by_cases h1 : σ₁.M.ker ≤ ρ₁.M.ker <;> by_cases h2 : σ₂.M.ker ≤ ρ₂.M.ker · simp only [SandwichedRelRentropy,...
Exact Lean statement
theorem sandwichedRelRentropy_additive_alpha_ne_one {α : ℝ} (hα : α ≠ 1) (ρ₁ σ₁ : MState d₁) (ρ₂ σ₂ : MState d₂) :
D̃_ α(ρ₁ ⊗ᴹ ρ₂‖σ₁ ⊗ᴹ σ₂) = D̃_ α(ρ₁‖σ₁) + D̃_ α(ρ₂‖σ₂)Formal artifact
Lean source
theorem sandwichedRelRentropy_additive_alpha_ne_one {α : ℝ} (hα : α ≠ 1) (ρ₁ σ₁ : MState d₁) (ρ₂ σ₂ : MState d₂) : D̃_ α(ρ₁ ⊗ᴹ ρ₂‖σ₁ ⊗ᴹ σ₂) = D̃_ α(ρ₁‖σ₁) + D̃_ α(ρ₂‖σ₂) := by by_cases hα0 : 0 < α; swap · simp [SandwichedRelRentropy, hα0] by_cases h_ker : σ₁.M.ker ≤ ρ₁.M.ker ∧ σ₂.M.ker ≤ ρ₂.M.ker · simp_all [SandwichedRelRentropy] -- Apply the additivity of the trace term to split the logarithm into the sum of the logarithms. have h_trace_add : Real.log ((ρ₁ ⊗ᴹ ρ₂).M.conj ((σ₁ ⊗ᴹ σ₂).M ^ ((1 - α) / (2 * α))).mat ^ α).trace = Real.log ((ρ₁.M.conj (σ₁.M ^ ((1 - α) / (2 * α))).mat) ^ α).trace + Real.log ((ρ₂.M.conj (σ₂.M ^ ((1 - α) / (2 * α))).mat) ^ α).trace := by rw [ sandwiched_term_product, Real.log_mul ]; · exact (sandwiched_trace_pos h_ker.1).ne' · exact (sandwiched_trace_pos h_ker.2).ne' split_ifs <;> simp_all · norm_num [ add_div ]; exact rfl; · exact False.elim ( ‹¬ ( σ₁ ⊗ᴹ σ₂ |> MState.M |> HermitianMat.ker ) ≤ ( ρ₁ ⊗ᴹ ρ₂ |> MState.M |> HermitianMat.ker ) › ( by simpa [ HermitianMat.ker ] using ker_prod_le_iff _ _ _ _ |>.2 h_ker ) ); · have h_ker_prod : ¬((σ₁ ⊗ᴹ σ₂).M.ker ≤ (ρ₁ ⊗ᴹ ρ₂).M.ker) := by simp_all [ ker_prod_le_iff ] rw [not_and_or] at h_ker rcases h_ker with h_ker | h_ker · simp [SandwichedRelRentropy, h_ker_prod, h_ker, hα0] · simp [SandwichedRelRentropy, h_ker_prod, h_ker, hα0]- Project
- quantumInfo
- License
- MIT
- Commit
- 56e83a9288a3
- Source
- QuantumInfo/Finite/Entropy/Relative.lean:1523-1543
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