Alphabeta Math
LemmaStatement: AI-generatedProof: AI-generated
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.

Parameter bounds giving the signs of shifted entropy roots

Statement

Let 0<ε<1 and 1+ε<γ<1+ε−2, and put t=(1+ε)/γ. Then 0<t<1 and I(1+ε)<I(1−ε)<ε2<t. Consequently a−(t)−1+ε∈(−1+ε,0) and a+(t)−1−ε>0. Moreover 1+ε−2<(1+ε)/I(1−ε).

Facts & Assumptions

Given: The variables and hypotheses of the Statement.

[F1]
[F2]

Entropy endpoint limits and the two monotone branches defines I(a)=alog⁡a−a+1 for a>0 and gives I′(a)=log⁡a, the branch ranges and their strict order.

[F5]

Differentiable entropy inverse branches and shifted contracts defines the unique inverse values a−(t) and a+(t) on the stated ranges.

[F6]

Sum, product, quotient, and chain rules from difference quotients gives the sum, product and chain rules for real functions differentiable at the relevant points, and continuity wherever a function is differentiable.

Proof

Goal: Establish the full Statement.

1.1givenF1algebra

The parameter bounds give 0<t<1 and t>(1+ε)ε2/(1+ε2)>ε2, the last inequality using ε>ε2. F1 gives I(1−ε)<ε2. In particular (1+ε)/I(1−ε)>(1+ε)/ε2>1+ε−2.

1.2F2F4F6algebra

For −1<u<1, set B(u)=I(1−u)−I(1+u); both arguments of I are positive throughout this open interval, and B(0)=0. The affine functions 1−u and 1+u have difference quotients −1 and 1, respectively. By F2 and F6, B is differentiable, hence continuous, on (−1,1) and B′(u)=−log⁡(1−u)−log⁡(1+u). For 0<u<1, F4 gives B′(u)=−log⁡(1−u2)>0, since 0<1−u2<1 and log⁡1=0.

2.1F2F3F5step 1.1step 1.2algebra∎

The restriction of B to [0,ε] is continuous, and its derivative is positive at every point of (0,ε) by step 1.2. F3 therefore gives B(ε)>B(0)=0, so I(1+ε)<I(1−ε)<t by step 1.1. F5 gives I(a−(t))=I(a+(t))=t, with a−(t)∈(0,1) and a+(t)>1. Since I strictly decreases on (0,1) and strictly increases on (1,∞) by F2, these inequalities imply a−(t)<1−ε and a+(t)>1+ε. Together with a−(t)>0, these prove both shifted signs and the asserted lower bound; step 1.1 gives the remaining parameter comparison.

Depends on

Used by · 2

Dependency tree · 2 levels

Each result is drawn at its shortest distance from this item. Arrows run from prerequisites to the items that use them; this item has a heavier outline. External source nodes link directly to the cited text. The view shows up to two dependency steps; open a prerequisite to continue.