Alphabeta Math
TheoremStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedverified 2026-10-15 (gpt-6-luna, gpt-6.1-sol, and delegated Codex review/repair agents; see completed run evidence)
How statement and proof provenance work

The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Trace-norm Cesàro dephasing for a discrete Gibbs spectrum

Statement

Assume the Axiom of Choice and the exact first-clause interface of Trace-class Gibbs normalization for a semibounded self-adjoint operator: a nonzero complex Hilbert space has a finite or countable complete orthonormal energy eigenbasis (uj) for a self-adjoint semibounded A, with each energy eigenspace finite-dimensional. The supplier is a current draft whose statement and complete argument have been inspected; this theorem is conditional on that interface and does not claim its independent acceptance. Let ℏ>0, define Utuj=e−iEjt/ℏuj, and extend linearly and continuously. For any positive trace-class density operator ρ with Tr⁡ρ=1, set ρt=UtρUt∗. If PE denotes the projection onto the full eigenspace of energy E, then the trace-norm Riemann average ρˉT:=1T∫0Tρt dt converges as T→∞ to ρdiag:=∑EPEρPE in trace norm. The full degenerate energy blocks are retained. Thus expectations of every bounded observable converge to their diagonal-ensemble values. This asserts Cesàro convergence, not convergence of ρt at individual late times, and is restricted to the stated discrete trace-class spectrum.

Facts & Assumptions

Given: The inspected discrete eigenbasis interface, a positive trace-one trace-class density, and the unitary phase convention.

[A1]

AC is adopted; the actual draft supplier statement Trace-class Gibbs normalization for a semibounded self-adjoint operator assumes a nonzero complex Hilbert space, self-adjoint A with spectral support in [a,∞), β>0, and positive trace-class Gibbs operator Kβ. Its first clause supplies a finite or countable complete orthonormal basis of eigenvectors Auj=Ejuj, finite multiplicity for each energy, and a positive finite partition trace. Its complete proof is present as draft; the dependency is used conditionally.

[A2]

ρ is positive trace class with trace one; ℏ>0 is fixed and the phase is e−iEjt/ℏ.

[F1]

Trace class operator: trace-class operators have finite trace norm and form the space on which the trace and trace norm are defined.

[F2]

Trace class is a two sided Banach operator ideal: trace class is a Banach space, and ∥ARB∥1≤∥A∥∥R∥1∥B∥ for bounded A,B.

[F3]

Finite-rank orthogonal compressions converge in trace norm: if finite-rank orthogonal projections converge strongly to the identity on a separable Hilbert space, their two-sided compressions of a trace-class operator converge in trace norm.

[F4]

Trace of a positive operator is the sum of its eigenvalues and Trace is absolutely convergent and basis independent: positive trace is the sum of diagonal eigenbasis entries, and the trace is basis independent.

[F5]

Cyclicity of the trace: for trace-class S and bounded B, Tr⁡(SB)=Tr⁡(BS).

[F7]

Real and complex inner-product spaces and their induced length: the Hilbert inner product is linear in the first argument.

Proof

Given: [A1]–[A2] and [F1]–[F7].

1.1A1A2F6F7

Each multiplier e−iEjt/ℏ has modulus one by [F6]. Thus Ut preserves the norm of finite linear combinations of the complete orthonormal basis; it extends by density to an isometry on the Hilbert space. The similarly defined U−t is its inverse, so Ut is unitary and depends continuously on t on each finite-dimensional energy span. The arguments Ejt/ℏ are dimensionless.

2.1A2F2F5F7step 1.1

By [F2], ρt=UtρUt∗ is trace class. It is positive because ⟨ρtx,x⟩=⟨ρUt∗x,Ut∗x⟩≥0, and cyclicity [F5] gives Tr⁡ρt=Tr⁡ρ=1.

2.2A1A2F2F3step 1.1

Enumerate the distinct energy eigenspaces and let PN project onto the first N of them, with PN=I after the list is exhausted if it is finite. Their union spans the eigenbasis, so PN→I strongly. The Hilbert space is separable by the countable complete basis in [A1]. Therefore [F3] gives ∥PNρPN−ρ∥1→0. Unitary invariance of trace norm follows from [F2] in both directions: ∥UtRUt∗∥1≤∥R∥1 and R=Ut∗(UtRUt∗)Ut gives the reverse inequality. Consequently ∥UtPNρPNUt∗−ρt∥1=∥PNρPN−ρ∥1 uniformly in t.

3.1F2step 2.2

For fixed N, the matrix of UtPNρPNUt∗ on its finite-dimensional range has continuous entries, hence is continuous in trace norm. Step 2.2 makes ρt a uniform trace-norm limit on compact time intervals of these continuous maps; therefore t↦ρt is trace-norm continuous. On [0,T] it is uniformly continuous. Riemann sums for a uniformly continuous Banach-valued function are Cauchy: two sums are compared on a common refinement and their difference is bounded by T times the modulus of continuity at the larger mesh. Completeness in [F2] supplies the trace-class integral and its usual norm bound.

4.1A1A2F6F7step 3.1

In the eigenbasis, the (i,j) matrix entry of UtPNρPNUt∗ is ⟨ρuj,ui⟩ei(Ej−Ei)t/ℏ. Its time-average factor is 1 if Ei=Ej; if Ei≠Ej, direct integration using [F6] gives absolute value at most 2ℏ/(T∣Ej−Ei∣), which tends to zero. Since the compression is finite dimensional, entrywise convergence implies trace-norm convergence. Hence the finite compressed average tends to ∑E among the first NPEρPE.

5.1A1A2F1F4step 4.1

Each block PEρPE is positive trace class. The sum of their traces is ∑E∑uj∈ran⁡PE⟨ρuj,uj⟩=Tr⁡ρ=1 by [F4] and the complete basis in [A1]. Therefore their finite partial sums are Cauchy in trace norm: for a positive finite block tail its trace norm equals its trace, and the scalar trace tail tends to zero. Their limit ρdiag exists in trace norm, is positive, and has trace one.

6.1F2step 2.2step 3.1step 4.1step 5.1

Given ϵ>0, choose N so the compression error in step 2.2 and the diagonal tail in step 5.1 are each below ϵ/3. The norm bound for the Riemann integral in step 3.1 makes the average of the compression error at most ϵ/3, uniformly in T. For this fixed N, step 4.1 makes the finite compressed average differ from its finite diagonal limit by less than ϵ/3 for all sufficiently large T. The triangle inequality then gives ∥ρˉT−ρdiag∥1<ϵ.

7.1A2F2F4step 6.1∎

For bounded observable B, the trace-class ideal and trace estimates in [F2] and [F4] give ∣Tr⁡((ρˉT−ρdiag)B)∣≤∥ρˉT−ρdiag∥1∥B∥. Step 6.1 sends the right-hand side to zero. The conclusion is only convergence of time-averaged states in the stated trace norm.

Depends on

Dependency tree · 2 levels

Sources