All proofs
Project-declaredLean 4.28.0 · mathlib@8f9d9cff6bd7

Kron kronecker const

MatrixMap.kron_kronecker_const

Plain-language statement

The map that takes M and returns M ⊗ₖ C, where C is positive semidefinite, is a completely positive map.

Exact Lean statement

theorem kron_kronecker_const {C : Matrix d d R} (h : C.PosSemidef) {h₁ h₂ : _} : IsCompletelyPositive
    (⟨⟨fun M => M ⊗ₖ C, h₁⟩, h₂⟩ : MatrixMap A (A × d) R)

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
theorem kron_kronecker_const {C : Matrix d d R} (h : C.PosSemidef) {h₁ h₂ : _} : IsCompletelyPositive    (⟨⟨fun M => M ⊗ₖ C, h₁, h₂ : MatrixMap A (A × d) R) := by  intros n x hx  have h_kronecker_pos : (x ⊗ₖ C).PosSemidef := by    -- Since $x$ and $C$ are positive semidefinite, there exist matrices $U$ and $V$ such that $x = U^*U$ and $C = V^*V$.    obtain U, hU :  U : Matrix (A × Fin n) (A × Fin n) R, x = star U * U :=      Matrix.posSemidef_iff_eq_conjTranspose_mul_self.mp hx    obtain V, hV :  V : Matrix d d R, C = star V * V :=      Matrix.posSemidef_iff_eq_conjTranspose_mul_self.mp h    -- $W = (U \otimes V)^* (U \otimes V)$ is positive semidefinite.    have hW_pos : (U ⊗ₖ V).conjTranspose * (U ⊗ₖ V) = x ⊗ₖ C := by      rw [Matrix.kroneckerMap_conjTranspose,  Matrix.mul_kronecker_mul]      rw [hU, hV, Matrix.star_eq_conjTranspose, Matrix.star_eq_conjTranspose]    rw [  hW_pos ]    exact Matrix.posSemidef_conjTranspose_mul_self (U ⊗ₖ V)  --TODO clean up this mess (but, thanks Aristotle)  convert h_kronecker_pos.submatrix (fun (  a, d' , n'  : (A × d) × Fin n) =>   a, n' , d' ) using 1;  ext ⟨⟨a, d, n ⟨⟨a', d', n'  simp [Matrix.kroneckerMap_apply, Matrix.submatrix_apply]  erw [MatrixMap.kron_def]  simp [Matrix.single, Matrix.kroneckerMap_apply]  simp [Finset.sum_ite, Finset.filter_eq', Finset.filter_and]  rw [ Finset.sum_eq_single a ]  · simp_all only [RingHom.id_apply, ↓reduceIte, Finset.mem_univ, Finset.inter_singleton_of_mem, Finset.sum_singleton]    simp_all only    rw [ Finset.sum_eq_single n ]    · simp_all only [↓reduceIte, Finset.mem_univ, Finset.inter_singleton_of_mem, Finset.sum_singleton]      ring    · intro b a_1 a_2      simp_all only [Finset.mem_univ, ne_eq, ↓reduceIte, Finset.notMem_empty, not_false_eq_true,        Finset.inter_singleton_of_notMem, Finset.sum_empty]    · intro a_1      simp_all only [Finset.mem_univ, not_true_eq_false]  · intro b a_1 a_2    simp_all only [RingHom.id_apply, Finset.mem_univ, ne_eq, ↓reduceIte, Finset.notMem_empty, not_false_eq_true,      Finset.inter_singleton_of_notMem, Finset.sum_empty]  · intro a_1    simp_all only [RingHom.id_apply, Finset.mem_univ, not_true_eq_false]
Project
quantumInfo
License
MIT
Commit
56e83a9288a3
Source
QuantumInfo/Finite/CPTPMap/Unbundled.lean:350-387

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