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Theorem 3, Eqs. (19)–(20): success-weighted hidden nonlocality

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QAlgorithms.Papers.Independent.Intakethird100.P09.hidden_relative_entropy_bounds

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

prove2quantum

All states are normalized finite-dimensional bipartite density matrices. Gamma denotes transposition of Bob in the fixed product basis. The trace norm is the full trace norm. For a finite Bell expression S with real coefficients, C(S) and Q(S) are its largest signed classical value and its supremal signed quantum value over arbitrary finite local dimensions; Q_S(rho) optimizes complete local POVMs on the fixed state.

The quantities R, T^infinity and R_H optimize arbitrary finite Bell scenarios and LOCC preprocessing of independent copies, using limsup per positive copy number. Input laws are arbitrary joint laws. T^infinity takes its innermost infimum over a one-copy separable sigma, comparing the same channel and the same measurements on rho^n and sigma^n. R_H counts the successful local-filter branch with its probability, after normalizing that branch; a zero-probability branch scores zero. E_r is the unregularized relative entropy of entanglement. All relative entropies and logarithms use bits and retain infinity on support failure. For every rho,

RH(ρ)≤T∞(ρ)≤Er(ρ).R_H(\rho)\le T^\infty(\rho)\le E_r(\rho).RH​(ρ)≤T∞(ρ)≤Er​(ρ).

For PPT rho, additionally

RH(ρ)≤Er(ρΓ).R_H(\rho)\le E_r(\rho^\Gamma).RH​(ρ)≤Er​(ρΓ).

The filter follows LOCC, is a locally realizable selected product Kraus branch of a complete instrument, and its success weight is counted once. This extends the entropy bound to hidden nonlocality.

Preamble
import Definitions.Def_QAlgorithms_Papers_Independent_Intakethird100_P09
Formal statement
noncomputable section

namespace QAlgorithms.Papers.Independent.Intakethird100.P09

open scoped Matrix ComplexConjugate ComplexOrder ENNReal

open Filter

open QAlgorithms.Entanglement (IsSeparableDensity)

open QAlgorithms.Papers.Independent.Dependency50.P24
  (transposeSecond partyCut xForm swapPrivate hidingOne hidingTwo)

open QAlgorithms.Papers.Independent.Dependency50.P42 (dimensionedPower)

open QAlgorithms.Papers.Independent.Information100.P21 (Op FiniteLOCC)

open QAlgorithms.Papers.Independent.Information100.P56 (IsLaw)

open QAlgorithms.Papers.Independent.Advance50.P47 (Box)

open QAlgorithms.Papers.Independent.Information100.P54 (relativeEntanglement)

attribute [local instance] Classical.propDecidable

attribute [local instance] Classical.decEq

/-- PDF pp.4,9, Theorem 3, Eqs.(19)--(20): filter AFTER LOCC, normalized successful
branch, and success weight counted once. Includes general chain and conditional PPT bound. -/
theorem hidden_relative_entropy_bounds (a b : ℕ+) (rho : Op (Fin a × Fin b))
    (hrho : IsDensityMatrix rho) :
    asymptoticRH false rho ≤ asymptoticT false rho ∧
    asymptoticT false rho ≤ relativeEntanglement rho ∧
    ((transposeSecond rho).PosSemidef →
      asymptoticRH false rho ≤ relativeEntanglement (transposeSecond rho)) := by sorry

end QAlgorithms.Papers.Independent.Intakethird100.P09

end
Source
Bounds on quantum nonlocality via partial transposition, arXiv:1407.6999v3, PDF p. 4, Theorem 3, Eqs. (19)–(20): success-weighted hidden nonlocality
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What the Lean code literally says, in plain math · gpt-6.1-sol

For all positive integers a,ba,ba,b and every positive semidefinite complex matrix ρ\rhoρ of trace 111 on Ca⊗Cb\mathbb C^a\otimes\mathbb C^bCa⊗Cb, the following bounds hold:

RH(ρ)≤T(ρ)≤Erel(ρ),ρΓ⪰0 ⟹ RH(ρ)≤Erel(ρΓ).R_H(\rho)\le T(\rho)\le E_{\mathrm{rel}}(\rho), \qquad \rho^\Gamma\succeq0\ \Longrightarrow\ R_H(\rho)\le E_{\mathrm{rel}}(\rho^\Gamma).RH​(ρ)≤T(ρ)≤Erel​(ρ),ρΓ⪰0 ⟹ RH​(ρ)≤Erel​(ρΓ).

Here (XΓ)(i,j),(k,l)=X(i,l),(k,j)(X^\Gamma)_{(i,j),(k,l)}=X_{(i,l),(k,j)}(XΓ)(i,j),(k,l)​=X(i,l),(k,j)​, and ∥X∥1=Re⁡tr⁡X†X\|X\|_1=\operatorname{Re}\operatorname{tr}\sqrt{X^\dagger X}∥X∥1​=RetrX†X​. A separable density matrix means a finite sum ∑twtAt⊗Bt\sum_t w_t A_t\otimes B_t∑t​wt​At​⊗Bt​, where wt≥0w_t\ge0wt​≥0, ∑twt=1\sum_t w_t=1∑t​wt​=1, and every At,BtA_t,B_tAt​,Bt​ is positive semidefinite with trace 111. The relative entropy of entanglement is Erel(θ)=inf⁡σ separable densityD2(θ∥σ)E_{\mathrm{rel}}(\theta)=\inf_{\sigma\text{ separable density}}D_2(\theta\|\sigma)Erel​(θ)=infσ separable density​D2​(θ∥σ), where D2(θ∥σ)=+∞D_2(\theta\|\sigma)=+\inftyD2​(θ∥σ)=+∞ unless both arguments are density matrices and ker⁡σ⊆ker⁡θ\ker\sigma\subseteq\ker\thetakerσ⊆kerθ; otherwise it is max⁡{0,Re⁡tr⁡[f(θ)−θlog⁡σ]/log⁡2}\max\{0,\operatorname{Re}\operatorname{tr}[f(\theta)-\theta\log\sigma]/\log2\}max{0,Retr[f(θ)−θlogσ]/log2}, with f(x)=xlog⁡xf(x)=x\log xf(x)=xlogx, matrix functions interpreted by continuous functional calculus, and the real logarithm taking value 000 at 000. To define RH,TR_H,TRH​,T, a Bell experiment consists of a map Φ\PhiΦ in the closure of finite LOCC maps, with positive finite output dimensions, followed by local POVMs Ax,u,By,vA_{x,u},B_{y,v}Ax,u​,By,v​ in a scenario with positive finite numbers of inputs and outputs; each POVM consists of positive semidefinite matrices summing to the identity. Finite LOCC maps are generated by identity maps and finite complete local Kraus operations, followed by outcome-dependent maps of the same form and summed over outcomes; the closure is taken in the topology on these maps. Its measured box on θ\thetaθ is Pθ(x,y,u,v)=Re⁡tr⁡[(Ax,u⊗By,v)Φ(θ)]P_\theta(x,y,u,v)=\operatorname{Re}\operatorname{tr}[(A_{x,u}\otimes B_{y,v})\Phi(\theta)]Pθ​(x,y,u,v)=Retr[(Ax,u​⊗By,v​)Φ(θ)]. For boxes P,QP,QP,Q and a nonnegative input distribution π\piπ summing to 111, put Dπ(P∥Q)=∑x,yπ(x,y)Dcl,2(Pxy∥Qxy)D_\pi(P\|Q)=\sum_{x,y}\pi(x,y)D_{\mathrm{cl},2}(P_{xy}\|Q_{xy})Dπ​(P∥Q)=∑x,y​π(x,y)Dcl,2​(Pxy​∥Qxy​), where Dcl,2(p∥q)=+∞D_{\mathrm{cl},2}(p\|q)=+\inftyDcl,2​(p∥q)=+∞ if some pi>0=qip_i>0=q_ipi​>0=qi​, and otherwise equals the nonnegative part of ∑i:pi≠0pilog⁡(pi/qi)/log⁡2\sum_{i:p_i\ne0}p_i\log(p_i/q_i)/\log2∑i:pi​=0​pi​log(pi​/qi​)/log2. A finite local box is a finite convex combination of deterministic boxes 1{u=f(x), v=g(y)}\mathbf1_{\{u=f(x),\,v=g(y)\}}1{u=f(x),v=g(y)}​; define N(P)=sup⁡πinf⁡Q finite localDπ(P∥Q)\mathcal N(P)=\sup_\pi\inf_{Q\text{ finite local}}D_\pi(P\|Q)N(P)=supπ​infQ finite local​Dπ​(P∥Q). Write ρ[n]\rho^{[n]}ρ[n] for the grouped tensor power whose entries are ∏t=1nρ(it,jt),(kt,lt)\prod_{t=1}^n\rho_{(i_t,j_t),(k_t,l_t)}∏t=1n​ρ(it​,jt​),(kt​,lt​)​. Let Tn(ρ)T_n(\rho)Tn​(ρ) be the supremum over Bell experiments on ρ[n]\rho^{[n]}ρ[n] of sup⁡πinf⁡σ separable density on Ca⊗CbDπ(Pρ[n]∥Pσ[n])\sup_\pi\inf_{\sigma\text{ separable density on }\mathbb C^a\otimes\mathbb C^b}D_\pi(P_{\rho^{[n]}}\|P_{\sigma^{[n]}})supπ​infσ separable density on Ca⊗Cb​Dπ​(Pρ[n]​∥Pσ[n]​). Let Hn(ρ)H_n(\rho)Hn​(ρ) be the supremum over such experiments and complete finite local Kraus families, with one selected Kraus operator on each side, of 000 when the selected output branch ω=KΦ(ρ[n])K†\omega=K\Phi(\rho^{[n]})K^\daggerω=KΦ(ρ[n])K† has trace p=0p=0p=0, and otherwise of p N(Pω/p)p\,\mathcal N(P_{\omega/p})pN(Pω/p​), using the experiment’s local POVMs and KKK equal to the tensor product of the selected operators. Then T(ρ)=lim sup⁡n→∞Tn(ρ)/nT(\rho)=\limsup_{n\to\infty}T_n(\rho)/nT(ρ)=limsupn→∞​Tn​(ρ)/n and RH(ρ)=lim sup⁡n→∞Hn(ρ)/nR_H(\rho)=\limsup_{n\to\infty}H_n(\rho)/nRH​(ρ)=limsupn→∞​Hn​(ρ)/n, with positive block lengths and all these quantities valued in [0,+∞][0,+\infty][0,+∞].

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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