Alphabeta Math
TheoremStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedjudge pass (gpt-6-luna)
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.

Self-adjoint trace-Gibbs normalization and form-energy optimization

Statement

Assume the Axiom of Choice. Let H≠{0} be a separable complex Hilbert space and A=A∗ a densely defined Hamiltonian bounded below by a∈R. Assume e−βA is trace class for every β in an open interval I⊂(0,∞). For each β∈I, put Zβ=Tr⁡(e−βA) and ρβ=e−βA/Zβ. Then Zβ∈(0,∞) and ρβ is a faithful normal density. For the entropy and optimization clause, fix kB>0 (in SI units J/K), put T=(kBβ)−1 and Fβ=−β−1log⁡Zβ, and let ρ be any normal density with finite spectral form energy EA(ρ)=∫Rλ dμρ(λ),∫R∣λ∣ dμρ(λ)<∞. Then ρ has finite entropy and satisfies EA(ρ)−TS(ρ)≥Fβ, with equality exactly at ρ=ρβ. The prepared Gibbs state also has S(ρβ)=kB(log⁡Zβ+βEA(ρβ)). The trace-class and open-interval hypotheses are essential; a lower bound on A alone does not imply finite Zβ.

Facts & Assumptions

Given: The Axiom of Choice, the exact self-adjoint spectral PVM of A, trace-class e−βA on the open interval I, finite form energy of the competitor, and kB>0 for the entropy and optimization clause.

[A1]

The Axiom of Choice: the full Axiom of Choice is assumed for the unbounded self-adjoint spectral theorem and the trace-Gibbs supplier.

[F1]

Spectral theorem for unbounded self-adjoint operators (PVM form) and Bounded borel pvm integral: A has its regular spectral PVM; bounded Borel functions of A are defined by spectral integration, and the spectral moment law uses its actual form domain.

[F2]

Trace-class Gibbs normalization for a semibounded self-adjoint operator, fixed-β clause: under AC, a nonzero Hilbert space, self-adjoint A bounded below and trace-class e−βA, its injective compact exponential yields a complete energy eigenbasis, 0<Zβ<∞ and a faithful normal density. Its interval moment clause is not used without the envelope proved below.

[F3]

Summable canonical differentiation: a nonempty finite/countable canonical model with energies Ej, weights gj=1 and compact-β summable (1+Ej2)e−βEj envelopes has twice differentiable Z, finite moments and S=kB(log⁡Z+βU).

[F4]

Trace-class cross-log entropy inequality: for finite cross-log moment, D(ρ∥σ)≥0, and its equality case is ρ=σ.

Proof

1.1givenA1F1F2

By [F2], Zβ is finite and positive and ρβ is a faithful trace-class density with a complete eigenbasis uj of A, Auj=Ejuj, and eigenvalues qj=e−βEj/Zβ>0. The spectral logarithm is −log⁡ρβ=βA+(log⁡Zβ)I on the corresponding spectral form domain.

1.2givenF1F2algebra

Let ρ=∑ipi∣vi⟩⟨vi∣ be a normal density with the stated finite absolute form energy. Its cross-log moment against ρβ is C(ρ,ρβ)=∑ipi∑j∣⟨vi,uj⟩∣2(−log⁡qj)=βEA(ρ)+log⁡Zβ, because −log⁡qj=βEj+log⁡Zβ, and the absolute first-moment hypothesis permits the signed sum. This value is finite.

2.1step 1.1F2F3algebra

Let K=[b,B]⊂I be compact and choose β0∈I with β0<b. For E≥0, the function (1+E2)e−(b−β0)E is bounded; for a≤E≤0, (1+∣E∣2)e−(β−β0)E is uniformly bounded over β∈K by compactness. Thus for a finite CK, (1+∣Ej∣2)e−βEj≤CKe−β0Ej for every j and β∈K. The right side is summable because Zβ0<∞ by [F2]. This is the exact uniform moment envelope required by [F3]; applying that supplier yields finite energy, finite entropy, and S(ρβ)=kB(log⁡Zβ+βUβ), with Uβ=EA(ρβ).

3.1step 1.2F2F4algebra∎

Since ρβ is faithful by [F2], supp⁡ρ⊆supp⁡ρβ. Apply [F4] to step 1.2: S(ρ)<∞ and βEA(ρ)+log⁡Zβ−S(ρ)kB=D(ρ∥ρβ)≥0, with equality exactly when ρ=ρβ. Rearranging and using T=(kBβ)−1, Fβ=−β−1log⁡Zβ gives the claimed inequality and equality case.

Depends on

Dependency tree · 2 levels

Sources