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LemmaStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedjudge pass (gpt-6-luna)
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Finite channel information maxima are attained

Statement

Let N:A→B be a quantum channel between nonzero finite-dimensional complex inner-product spaces, and fix any finite Stinespring complement Nc:A→E. Both functions

ρ⟼Ic(ρ,N),ρ⟼S(ρ)+Ic(ρ,N)

attain a maximum on the density operators on A.

Facts & Assumptions

Given: The finite-dimensional channel and chosen complement in the Statement.

[F4]

Continuity of finite-dimensional quantum entropy: entropy is continuous in operator norm on each fixed finite-dimensional state space, including at states with zero eigenvalues.

[F5]

Every Euclidean linear map has a unique matrix and satisfies ∥Lh∥2≤K∥h∥2 for some K≥0 and For n≥1 all norms on Rn are equivalent: a linear map between finite-dimensional coordinate spaces is continuous, and the operator-norm topology agrees with the Euclidean coordinate topology.

[F7]

A continuous real-valued function on a nonempty compact metric space is bounded and attains a greatest and a least value: a continuous real-valued function on a nonempty compact metric space attains its maximum.

Proof

1.1F1F2F5F6givenconstructalgebra

Regard the self-adjoint endomorphisms of A as a real vector space of dimension d2, where d=dim⁡A≥1, using an orthonormal basis of A and the real diagonal and real/imaginary off-diagonal matrix coordinates. The state set is nonempty because IA/d is a state. It is closed: trace one and the self-adjoint matrix-coordinate equalities are closed conditions, and for each fixed x∈A, the quadratic form condition ⟨ρx,x⟩≥0 is closed by finite-dimensional continuity; [F1]–[F2] show their intersection is exactly the state set. It is bounded in the coordinate norm on Hermitian matrices: each eigenvalue lies in [0,1], so the operator norm is at most one; for standard basis vectors ei,ej, [F2] gives ∣⟨ρej,ei⟩∣≤1, hence all d2 real matrix coordinates are bounded. The operator and coordinate norms induce the same topology by [F5], so [F6] makes the state set compact in operator norm.

2.1F3F4F5step 1.1algebra

The channels N and Nc are finite-dimensional linear maps and hence continuous in operator norm by [F5]. Their outputs on states are states. By [F3]–[F4], ρ↦S(N(ρ))−S(Nc(ρ)) is continuous; adding the continuous function S(ρ) shows that the second displayed objective is continuous as well.

3.1F7step 1.1step 2.1∎

Apply [F7] to each of these two continuous real-valued functions on the nonempty compact state space from step 1.1. Each therefore attains its maximum, as asserted.

Depends on

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Sources