Project documentation
Sub-lemma for Step 1b: the conj of H_hat by σ^{−γ} simplifies to (ρ.M.conj (σ^γ).mat)^{α−1}. This uses σ^{−γ} · σ^γ = identity (on support) to cancel the outer σ^γ factors. -/ theorem H_hat_conj_sigma (hα : 1 < α) (ρ σ : MState d) : let γ := (1 - α) / (2 * α) (H_hat α ρ σ).conj (σ.M ^ (-γ)).mat = (ρ.M.conj (σ.M ^ γ).mat) ^ (α - 1) := by intro γ have hγ :...
Exact Lean statement
theorem inner_rho_H_hat (hα : 1 < α) (ρ σ : MState d) :
let γFormal artifact
Lean source
theorem inner_rho_H_hat (hα : 1 < α) (ρ σ : MState d) : let γ := (1 - α) / (2 * α) ⟪ρ.M, H_hat α ρ σ⟫_ℝ = ((ρ.M.conj (σ.M ^ γ).mat) ^ α).trace := by unfold H_hat; simp [ HermitianMat.inner_def ] ; have h_cyclic : (ρ.m * (σ.M ^ ((1 - α) / (2 * α))).mat * ((ρ.M.conj (σ.M ^ ((1 - α) / (2 * α))).mat) ^ (α - 1)).mat * (σ.M ^ ((1 - α) / (2 * α))).mat).trace = ((ρ.M.conj (σ.M ^ ((1 - α) / (2 * α))).mat) ^ α).trace := by have h_cyclic : (ρ.M.conj (σ.M ^ ((1 - α) / (2 * α))).mat).mat * ((ρ.M.conj (σ.M ^ ((1 - α) / (2 * α))).mat) ^ (α - 1)).mat = ((ρ.M.conj (σ.M ^ ((1 - α) / (2 * α))).mat) ^ α).mat := by have := @HermitianMat.mat_rpow_add; specialize this ( show 0 ≤ HermitianMat.conj ( σ.M ^ ( ( 1 - α ) / ( 2 * α ) ) ).mat ρ.M from ?_ ) ( show ( 1 : ℝ ) + ( α - 1 ) ≠ 0 from by linarith ); · positivity · aesop; convert congr_arg Matrix.trace h_cyclic using 1; · rw [ ← Matrix.trace_mul_comm ] ; simp [ Matrix.mul_assoc ] ; · simp [ HermitianMat.trace ]; norm_num [ Matrix.trace ]; refine Finset.sum_congr rfl fun i _ => ?_ convert Complex.ofReal_re (( ( HermitianMat.conj ( σ.M ^ ( ( 1 - α ) / ( 2 * α ) ) ).mat ) ρ.M ^ α ) i i |> Complex.re) simp [ Complex.ext_iff ]; simp_all [ ← Matrix.mul_assoc ]- Project
- quantumInfo
- License
- MIT
- Commit
- 56e83a9288a3
- Source
- QuantumInfo/Finite/Entropy/DPI.lean:429-446
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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.