How statement and proof provenance work
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Parameter bounds giving the signs of shifted entropy roots
Statement
Let and , and put . Then and . Consequently and . Moreover .
Facts & Assumptions
Given: The variables and hypotheses of the Statement.
Entropy endpoint limits and the two monotone branches defines for and gives , the branch ranges and their strict order.
On an interval I, for f continuous on I and differentiable at every interior point: f' ≥ 0 throughout gives f nondecreasing, f' > 0 gives f increasing, f' ≤ 0 and f' < 0 give the two decreasing forms; conversely a nondecreasing f has f' ≥ 0 and a nonincreasing f has f' ≤ 0 wherever it is differentiable, and no strict converse is claimed gives strict increase on an interval for a function continuous there and with positive derivative at every interior point.
Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm gives logarithm product laws and strict order.
Differentiable entropy inverse branches and shifted contracts defines the unique inverse values and on the stated ranges.
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.
The parameter bounds give and , the last inequality using . F1 gives . In particular .
For , set ; both arguments of are positive throughout this open interval, and . The affine functions and have difference quotients and , respectively. By F2 and F6, is differentiable, hence continuous, on and . For , F4 gives , since and .
The restriction of to is continuous, and its derivative is positive at every point of by step 1.2. F3 therefore gives , so by step 1.1. F5 gives , with and . Since strictly decreases on and strictly increases on by F2, these inequalities imply and . Together with , these prove both shifted signs and the asserted lower bound; step 1.1 gives the remaining parameter comparison.
Depends on
- Logarithmic tangent bound and a quadratic entropy envelope
- Entropy endpoint limits and the two monotone branches
- On an interval I, for f continuous on I and differentiable at every interior point: f' ≥ 0 throughout gives f nondecreasing, f' > 0 gives f increasing, f' ≤ 0 and f' < 0 give the two decreasing forms; conversely a nondecreasing f has f' ≥ 0 and a nonincreasing f has f' ≤ 0 wherever it is differentiable, and no strict converse is claimed
- Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm
- Differentiable entropy inverse branches and shifted contracts
- Sum, product, quotient, and chain rules from difference quotients
Dependency tree · 2 levels
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