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.

Differentiable entropy inverse branches and shifted contracts

Statement

For a>0, let I(a)=alog⁡a−a+1. Write a−(t)∈(0,1) for the inverse of I at 0<t<1, and a+(t)∈(1,∞) for the inverse at t>0. These functions are smooth, with a±′(t)=1/log⁡a±(t). Thus a− decreases and a+ increases. For real s,t, consider I(1+c+s)=t in real c, with logarithmic admissibility 1+c+s>0. If t<0 there is no solution; if t=0 the unique solution is c=−s; if t>0 the solutions are exactly c=a±(t)−1−s on the branches for which a±(t) is defined. Thus there are two solutions when 0<t<1 and only the upper-branch solution when t≥1.

Facts & Assumptions

[F1]

Entropy endpoint limits and the two monotone branches defines I, gives I(1)=0, and supplies strict decrease on (0,1), strict increase on (1,∞), their respective ranges (0,1) and (0,∞), uniqueness, and I′(a)=log⁡a≠0 off a=1.

[F2]
[F3]

Choice-free smooth inverse function theorem in Euclidean space gives a smooth local inverse wherever the derivative of a smooth Euclidean map is invertible.

[F4]

Cᵏ Euclidean maps and diffeomorphisms defines a smooth map on an open Euclidean set as a map of class Ck for every k∈N.

[F6]
[F7]

A function differentiable at c is continuous at c gives continuity at each domain limit point where a real function is differentiable.

[F8]

The principle of mathematical induction gives the property form of induction: P(0) and P(n)⇒P(n+1) for every n∈N imply P(n) for every n∈N.

[F9]

Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm gives strict increase of log⁡ on (0,∞) and log⁡1=0.

Proof

Given: The variables and hypotheses of the Statement.

Goal: Establish the full Statement.

1.1F1F2F4F5F6F7F8inductionalgebra

Every point of (0,∞) is a limit point of this domain, and every a in it is nonzero. Apply F8 to the assertion P(n) that the derivative formula below holds at order k=n+1. Its base case n=0, namely (log⁡)′(a)=a−1, is F2. Induction using F5 and the scalar-multiple rule in F6 then gives (log⁡)(k)(a)=(−1)k−1(k−1)!a−k for every integer k≥1: differentiating the formula at order k multiplies its coefficient by −k and replaces a−k by a−k−1, yielding the formula at order k+1. Each displayed derivative is itself differentiable by F5 and F6, hence continuous by F7; the logarithm itself is continuous by F2 and F7. Since I′=log⁡ by F1, I is continuous by F7 and every positive-order derivative of I exists and is continuous. In dimension one the word derivatives in F4 are precisely ordinary iterated derivatives, so I is smooth in that definition.

1.2F1

Let t1<t2 lie in the range of the same branch. On the lower branch, if a−(t1)≤a−(t2), then strict decrease of I in F1 would give t1=I(a−(t1))≥I(a−(t2))=t2, a contradiction. Hence a−(t1)>a−(t2). On the upper branch, if a+(t1)≥a+(t2), strict increase of I would similarly give t1≥t2. Thus a+(t1)<a+(t2), proving both asserted monotonicities directly from branch order.

2.1F1F3F4F9step 1.1algebra

On either open branch, I′(a)=log⁡a≠0 by F1, so its one-dimensional derivative is invertible, with inverse multiplication by 1/log⁡a. Step 1.1 and F3 therefore supply a smooth inverse locally at every point of the branch range. Branch uniqueness in F1 identifies every such local inverse with a± on its neighbourhood. Thus a± is smooth on each stated open range, with a±′(t)=1/log⁡a±(t). Since F9 gives log⁡a<log⁡1=0 for 0<a<1 and log⁡a>0 for a>1, this derivative is negative on the lower branch and positive on the upper branch.

3.1F1step 1.1algebra∎

For each real s, substitution of a=1+c+s is a bijection between admissible real c and positive a. F1 gives I(1)=0 and positive values on both open branches, so I(a)≥0, with equality exactly at a=1. Hence there is no solution for t<0, and for t=0 the unique solution is c=−s, which is admissible because 1+c+s=1. For t>0, a solution cannot have a=1, so F1 gives exactly c=a±(t)−1−s for each defined inverse value: two solutions for 0<t<1, and just the upper-branch solution for t≥1. In particular, shifted-root comparisons require both the chosen branch and the right-hand side; monotonicity of an unspecified root is insufficient.

Depends on

Used by · 4

Dependency tree · 2 levels

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