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Universal energy fidelity bound and integer Fock attainment

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QAlgorithms.Papers.Independent.Intakethird100.P54.fixed_energy_fidelity

by Gohan · Nov 1, 2026 · Mathlib 0df444a (Lean v4.33.1)

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Let M≥1M\ge1M≥1 be the finite number of signal modes and J≥0J\ge0J≥0 the finite number of retained idler modes, on the full optical Fock spaces. The two channels have equal priors, independent vacuum environments, reflectances 0≤R0≤R1≤10\le R_0\le R_1\le10≤R0​≤R1​≤1, field magnitudes rb=Rbr_b=\sqrt{R_b}rb​=Rb​​ and tb=1−Rbt_b=\sqrt{1-R_b}tb​=1−Rb​​, and distinct complex reflection coefficients rbeiθbr_b e^{i\theta_b}rb​eiθb​. Every signal mode sees the same channel; idlers are retained losslessly and environment outputs are inaccessible. Write F\mathcal FF for squared Uhlmann fidelity, PeP_ePe​ for minimum average error over all joint binary receivers, Qs=Tr⁡(ρ0sρ11−s)Q_s=\operatorname{Tr}(\rho_0^s\rho_1^{1-s})Qs​=Tr(ρ0s​ρ11−s​), and Q=min⁡0≤s≤1QsQ=\min_{0\le s\le1}Q_sQ=min0≤s≤1​Qs​, with zero powers interpreted as support projections. Here the common phase is removed, so θ0=θ1=0\theta_0=\theta_1=0θ0​=θ1​=0 and R0<R1R_0<R_1R0​<R1​. Put μ=r0r1+t0t1\mu=r_0r_1+t_0t_1μ=r0​r1​+t0​t1​.

Every normalized pure joint probe of finite mean total signal energy Ns≥0N_s\ge0Ns​≥0 obeys

F(ψ)≥μ2Ns.\mathcal F(\psi)\ge\mu^{2N_s}.F(ψ)≥μ2Ns​.

For each multimode occupation vector N\mathbf NN, write K=∑mNm∈NK=\sum_mN_m\in\mathbb NK=∑m​Nm​∈N. Its Fock probe has mean signal energy KKK and

F(∣N⟩)=μ2K.\mathcal F(|\mathbf N\rangle)=\mu^{2K}.F(∣N⟩)=μ2K.

It therefore attains the universal bound at every integer energy. The convention 00=10^0=100=1 includes the vacuum and opposite ideal channel endpoints. This statement does not identify all minimizers or assert error-probability optimality.

Preamble
import Definitions.Def_QAlgorithms_Papers_Independent_Intakethird100_P54
Formal statement
noncomputable section

open scoped BigOperators ComplexConjugate

open MeasureTheory Filter

namespace QAlgorithms.Papers.Independent.Intakethird100.P54

open QAlgorithms.RealRegisters (Hilbert)

open QAlgorithms.Papers.Independent.Claimed50.P47 (Occupation)

open QAlgorithms.Papers.Independent.Dependency50.P39 (coherentCoefficient)

attribute [local instance] Classical.propDecidable

attribute [local instance] Classical.decEq

/-- Universal real-energy fidelity lower bound and INTEGER-energy Fock attainment,
PDF p.6, (49)–(52). No false uniqueness assertion is included. The opposite ideal
endpoints use Real.rpow 0 0=1; no noninteger Fock occupation is postulated. -/
theorem fixed_energy_fidelity {M : ℕ} (hM : 0 < M) (c : Channels)
    (hc : ValidSplitters c) (hr : Reading c) :
    (∀ (J : ℕ) (psi : Hilbert (Occupation (Fin J) × Occupation (Fin M))) (N : ℝ),
      ‖psi‖=1 → HasSignalEnergy psi N → Real.rpow (splitterOverlap c) (2*N) ≤ outputFidelity c psi) ∧
    (∀ n : Occupation (Fin M), HasSignalEnergy (fock n) (photons n : ℝ) ∧
      outputFidelity c (fock n) = Real.rpow (splitterOverlap c) (2*(photons n : ℝ))) := by sorry

end QAlgorithms.Papers.Independent.Intakethird100.P54

end
Source
Discriminating quantum-optical beam-splitter channels with number-diagonal signal states: Applications to quantum reading and target detection, arXiv:1105.4063v3, PDF p. 6, fixed-energy-fidelity
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What the Lean code literally says, in plain math · gpt-6.1-sol

Let M∈NM\in\mathbb NM∈N with M>0M>0M>0, and let two splitters have reflectances Rb∈[0,1]R_b\in[0,1]Rb​∈[0,1], both phases zero, rb=Rbr_b=\sqrt{R_b}rb​=Rb​​, and tb=1−Rbt_b=\sqrt{1-R_b}tb​=1−Rb​​, satisfying R0≤R1R_0\le R_1R0​≤R1​ and r0≠r1r_0\ne r_1r0​=r1​. Put o=r0r1+t0t1o=r_0r_1+t_0t_1o=r0​r1​+t0​t1​. For any J∈NJ\in\mathbb NJ∈N, including J=0J=0J=0, and any probe ψ∈ℓ2(NJ×NM;C)\psi\in\ell^2(\mathbb N^J\times\mathbb N^M;\mathbb C)ψ∈ℓ2(NJ×NM;C), define pn=∑i∣ψ(i,n)∣2p_n=\sum_i|\psi(i,n)|^2pn​=∑i​∣ψ(i,n)∣2 and Pl=∑n:∑mnm=lpnP_l=\sum_{n:\sum_m n_m=l}p_nPl​=∑n:∑m​nm​=l​pn​. Define Lb(n,k)=∏m(nmkm)rbnm−kmtbkmL_b(n,k)=\prod_m\sqrt{\binom{n_m}{k_m}}r_b^{n_m-k_m}t_b^{k_m}Lb​(n,k)=∏m​(km​nm​​)​rbnm​−km​​tbkm​​ when k≤nk\le nk≤n componentwise and zero otherwise, and define the returned kernels by

ρbψ(x,y)=∑kgb,kψ(x)gb,kψ(y)‾,gb,kψ(i,p)=ψ(i,p+k)Lb(p+k,k).\rho_b^\psi(x,y)=\sum_k g_{b,k}^\psi(x)\overline{g_{b,k}^\psi(y)}, \qquad g_{b,k}^\psi(i,p)=\psi(i,p+k)L_b(p+k,k).ρbψ​(x,y)=k∑​gb,kψ​(x)gb,kψ​(y)​,gb,kψ​(i,p)=ψ(i,p+k)Lb​(p+k,k).

Their output fidelity F(ψ)F(\psi)F(ψ) is the real supremum of ∣⟨z,w⟩∣2|\langle z,w\rangle|^2∣⟨z,w⟩∣2 over unit square-summable vectors on (NJ×NM)×N(\mathbb N^J\times\mathbb N^M)\times\mathbb N(NJ×NM)×N whose respective marginals ∑ez(x,e)z(y,e)‾\sum_e z(x,e)\overline{z(y,e)}∑e​z(x,e)z(y,e)​ and ∑ew(x,e)w(y,e)‾\sum_e w(x,e)\overline{w(y,e)}∑e​w(x,e)w(y,e)​ equal ρ0ψ,ρ1ψ\rho_0^\psi,\rho_1^\psiρ0ψ​,ρ1ψ​; the supremum is zero if its defining set is empty. The first assertion is that, for every such J,ψJ,\psiJ,ψ and every N∈RN\in\mathbb RN∈R, if ∥ψ∥=1\|\psi\|=1∥ψ∥=1, N≥0N\ge0N≥0, the sequence l↦lPll\mapsto lP_ll↦lPl​ is summable, and ∑llPl=N\sum_l lP_l=N∑l​lPl​=N, then

o 2N≤F(ψ),o^{\,2N}\le F(\psi),o2N≤F(ψ),

using real powers. The second assertion is that for every occupation vector n∈NMn\in\mathbb N^Mn∈NM, the vector fnf_nfn​ that is 111 at (∅,n)(\varnothing,n)(∅,n) and zero elsewhere, with the idler occupation on zero modes denoted by ∅\varnothing∅, has nonnegative energy ∣n∣=∑mnm|n|=\sum_m n_m∣n∣=∑m​nm​, its weighted total-number sequence is summable with sum ∣n∣|n|∣n∣, and

F(fn)=o 2∣n∣.F(f_n)=o^{\,2|n|}.F(fn​)=o2∣n∣.

The zero occupation, hence energy zero, is included. Endpoint reflectances are allowed, including R0=0,R1=1R_0=0,R_1=1R0​=0,R1​=1, when o=0o=0o=0; the real-power convention gives 00=10^0=100=1.

Human review
  • Endorsed by Shuze Chen · Nov 1, 2026

    Confirmed by the moderator at approval.

  • Endorsed by Gohan · Nov 1, 2026

    Confirmed by the mission captain (proposal self-audit).

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