Ket Is Prod iff mul eq mul
Ket.IsProd_iff_mul_eq_mul
Plain-language statement
A ket is a product state iff its components are cross-multiplicative.
Exact Lean statement
theorem Ket.IsProd_iff_mul_eq_mul (ψ : Ket (d₁ × d₂)) : ψ.IsProd ↔
∀ i₁ i₂ j₁ j₂, ψ (i₁,j₁) * ψ (i₂,j₂) = ψ (i₁,j₂) * ψ (i₂,j₁)Formal artifact
Lean source
theorem Ket.IsProd_iff_mul_eq_mul (ψ : Ket (d₁ × d₂)) : ψ.IsProd ↔ ∀ i₁ i₂ j₁ j₂, ψ (i₁,j₁) * ψ (i₂,j₂) = ψ (i₁,j₂) * ψ (i₂,j₁) := by constructor · rintro ⟨ξ,φ,rfl⟩ i₁ i₂ j₁ j₂ simp only [prod, apply] ring_nf · intro hcrossm obtain ⟨⟨a, b⟩, hψnonZero⟩ := Ket.exists_ne_zero ψ -- May be able to simplify proof below by using Ket.normalize let v₁ : d₁ → ℂ := fun x => ‖ψ (a, b)‖ / (ψ (a, b)) * ((ψ (x, b)) / √(∑ i : d₁, ‖ψ (i, b)‖^2)) let v₂ : d₂ → ℂ := fun y => ψ (a, y) / √(∑ j : d₂, ‖ψ (a, j)‖^2) have hv1Norm : ∑ x, ‖v₁ x‖^2 = 1 := by simp only [← Complex.normSq_eq_norm_sq, v₁, Complex.normSq_mul, Complex.normSq_div, Complex.normSq_ofReal, ← sq] rw [div_self _] have hnonneg : ∑ i : d₁, Complex.normSq (ψ (i, b)) ≥ 0 := Fintype.sum_nonneg (fun i => Complex.normSq_nonneg (ψ (i, b))) · simp_rw [Real.sq_sqrt hnonneg, one_mul, div_eq_inv_mul, ←Finset.mul_sum] apply inv_mul_cancel₀ by_contra hzero rw [Fintype.sum_eq_zero_iff_of_nonneg (fun i => Complex.normSq_nonneg (ψ (i, b)))] at hzero have h₁ : (fun i => Complex.normSq (ψ (i,b))) a ≠ 0 := by simp only [ne_eq, map_eq_zero]; exact hψnonZero rw [hzero, Pi.zero_apply, ne_eq, eq_self, not_true_eq_false] at h₁ exact h₁ · simp_all only [ne_eq, map_eq_zero, not_false_eq_true] have hv2Norm : ∑ x, ‖v₂ x‖^2 = 1 := by simp only [← Complex.normSq_eq_norm_sq, v₂, Complex.normSq_div, Complex.normSq_ofReal, ← sq] have hnonneg : ∑ j : d₂, Complex.normSq (ψ (a, j)) ≥ 0 := Fintype.sum_nonneg (fun j => Complex.normSq_nonneg (ψ (a, j))) simp_rw [Real.sq_sqrt hnonneg, div_eq_inv_mul, ←Finset.mul_sum] apply inv_mul_cancel₀ by_contra hzero rw [Fintype.sum_eq_zero_iff_of_nonneg (fun j => Complex.normSq_nonneg (ψ (a, j)))] at hzero have h₁ : (fun j => Complex.normSq (ψ (a, j))) b ≠ 0 := by simp only [ne_eq, map_eq_zero]; exact hψnonZero rw [hzero, Pi.zero_apply, ne_eq, eq_self, not_true_eq_false] at h₁ exact h₁ let ψ₁ : Ket d₁ := ⟨v₁, hv1Norm⟩ let ψ₂ : Ket d₂ := ⟨v₂, hv2Norm⟩ use ψ₁, ψ₂ ext ⟨x, y⟩ have hψfun : ψ (x, y) = (ψ (x, b) * ψ (a, y)) / ψ (a, b) := eq_div_of_mul_eq hψnonZero (hcrossm x a y b) have hψnorm : (∑ z : d₁ × d₂, Complex.normSq (ψ.vec (z.1, b) * ψ.vec (a, z.2))) = Complex.normSq (ψ (a, b)) := calc ∑ z : d₁ × d₂, Complex.normSq (ψ.vec (z.1, b) * ψ.vec (a, z.2)) = ∑ z : d₁ × d₂, Complex.normSq (ψ.vec (a, b) * ψ.vec (z.1, z.2)) := by simp only [← apply, hcrossm, mul_comm] _ = ∑ z : d₁ × d₂, Complex.normSq (ψ.vec (a, b)) * Complex.normSq (ψ.vec (z.1, z.2)) := by simp only [Complex.normSq_mul] _ = Complex.normSq (ψ.vec (a, b)) * ∑ z : d₁ × d₂, Complex.normSq (ψ.vec z) := by rw [←Finset.mul_sum] _ = Complex.normSq (ψ.vec (a, b)) := by simp only [← apply, ψ.normalized, mul_one] simp [prod, apply, ψ₁, ψ₂, v₁, v₂] rw [mul_assoc, ←mul_div_mul_comm, ←Complex.ofReal_mul, ←Real.sqrt_mul (Finset.sum_nonneg _)] · simp_rw [Fintype.sum_mul_sum, ←Fintype.sum_prod_type'] simp only [← Complex.normSq_eq_norm_sq] simp_rw [Fintype.sum_congr _ _ (fun z : d₁ × d₂ => (Complex.normSq_mul (ψ.vec (z.1, b)) (ψ.vec (a, z.2))).symm)] simp_rw [hψnorm, Complex.normSq_eq_norm_sq, Real.sqrt_sq_eq_abs, abs_norm, apply] ring_nf rw [mul_comm, ←mul_assoc, ←mul_assoc, ←mul_assoc] nth_rw 2 [←inv_inv (Complex.ofReal (‖ψ.vec (a, b)‖))] rw [Complex.mul_inv_cancel _] · rw [one_mul] ring_nf at hψfun simp_rw [Ket.apply, mul_comm, mul_comm (ψ.vec (a, y)) _, ←mul_assoc] at hψfun exact hψfun · simp_all [Ket.apply] · simp- Project
- quantumInfo
- License
- MIT
- Commit
- 56e83a9288a3
- Source
- QuantumInfo/Finite/Braket.lean:248-311
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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.