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Muckenhoupt Weights and Weighted Estimates — Examples

1 · Prerequisites

2 · Summary

These examples calibrate the weighted classes of the companion page on the power weights w(x)=∣x∣α. The first computes the full Ap range −n<α<n(p−1) together with the divergence of the characteristic outside it, splitting the computation into the local singularity at the origin and the growth at infinity; the second records the two endpoint failures, where the weight either is not locally integrable or makes the second factor of the Ap product diverge logarithmically, so that the admissible interval is open at both ends. The third example identifies the A1 range −n<α≤0 and exhibits the p↓1 limit of the Ap intervals.

The last example computes the weighted norm of an interval indicator exactly, ∥1(0,r)∥Lp(w)=(rα+1/(α+1))1/p on the line, and records its divergence as α↓−1, tying the abstract integrability thresholds to an explicit weighted integral.

3 · Logical flowchart

4 · Definitions, theorems and proofs

None yet.

5 · Examples, counterexamples and false statements

ExampleConstruction: Literature-sourcedVerification: AI-adaptedprecheck passOpen item page →

The A_p range of a power weight

Example

Assume the Axiom of Countable Choice (The Axiom of Countable Choice (ACω)).

Fix 1<p<∞ and α∈R, and let w(x):=∣x∣α on Rn (the value at the origin being assigned arbitrarily, say w(0):=0). Then w is a weight exactly when α>−n, and for such α one has w∈Ap if and only if −n<α<n(p−1). In that open range the Ap characteristic is finite and bounded in terms of n,p,α; when α≥n(p−1) the reciprocal-power average diverges on cubes containing the origin; when α≤−n, the function is not a weight. Both thresholds are local integrability conditions at the origin. Moreover the associated measure is doubling for every α>−n.

Facts & Assumptions

Given: Countable Choice; n≥1, 1<p<∞, α∈R, and w=∣x∣α.

[F1]

w is a weight iff it is Lebesgue measurable, locally integrable and positive and finite a.e.; the Ap characteristic is sup⁡Q⟨w⟩Q⟨w−1/(p−1)⟩Qp−1 over cubes (Weights, their associated measures, and the spaces L^p(w), Muckenhoupt A_p and A_1 weights).

[F2]

Polar coordinates: ∫Rng(x) dx=∫0∞∫Sn−1g(rθ)rn−1dθ dr, so ∫B(0,R)∣x∣a dx=∣Sn−1∣Rn+a/(n+a) for a>−n and +∞ for a≤−n (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Continuity and derivatives of positive-base real powers, Comparison tests for improper integrals, Dominated convergence, Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation).

[F3]

For a>−n, ∣x0∣≤3R implies B(x0,R)⊆B(0,4R), so [F2] bounds its ∣x∣a integral above by Cn,aRn+a. If a<0, then ∣x∣a≥(4R)a a.e. on this ball, giving a positive lower bound of that order. If a≥0, remove B(0,R/2); the remainder has measure at least (1−2−n)∣B(x0,R)∣ and ∣x∣a≥(R/2)a there, again giving a positive lower bound. For ∣x0∣≥3R, (2/3)∣x0∣≤∣x∣≤(4/3)∣x0∣ on the ball, so its integral is comparable to ∣x0∣aRn. Volume scaling is For a nonzero real c, dilation by c multiplies Lebesgue outer measure by ∣c∣n, and reflection in the origin preserves it, and ball/cube characteristic equivalence is Ball and cube maximal functions are pointwise comparable.

Verification

technique · direct
1.1F1F2F3givenalgebra

If α≤−n, then ∫B(0,1)∣x∣αdx=+∞ by [F2], so w is not locally integrable and hence not a weight. If α>−n, then w is locally integrable (apply [F2] on each ball, using [F3] to compare ∫B(x0,R)∣x∣α with the radial integral), it is positive and finite off the origin, and it is assigned the value 0 at the single point 0 of measure zero; hence w is a weight.

1.2F3givenalgebra

Let α>−n and let B=B(x0,R) be a ball with ∣x0∣≥3R. On B one has (2/3)∣x0∣≤∣x∣≤(4/3)∣x0∣, so both ∫B∣x∣αdx and ∫B∣x∣−α/(p−1)dx are comparable to ∣x0∣αRn and ∣x0∣−α/(p−1)Rn respectively, and the defining product is bounded by a constant depending only on n,α,p.

2.1F3step 1.2givenalgebra

Let α>−n and let B=B(x0,R) with ∣x0∣<3R. By [F3] the two integrals ∫B∣x∣αdx and ∫B∣x∣−α/(p−1)dx are comparable to Rn+α and Rn−α/(p−1) provided both exponents exceed −n; the normalized product ⟨w⟩B⟨w−1/(p−1)⟩Bp−1 is then comparable to RαR−α/(p−1)⋅(p−1)=1, uniformly in B. If −α/(p−1)≤−n, that is α≥n(p−1), the second exponent does not exceed −n and the corresponding integral over B(0,R) diverges, so the product is +∞ on the ball B(0,R).

3.1F2F3step 1.1step 1.2step 2.1givenalgebra∎

Steps 1.1–2.1 give the stated weight and Ap ranges for ball averages; the ball/cube comparison [F3] gives the same result for the defined cube characteristic. For doubling, if ∣x0∣<3R, the integral on B(x0,2R) is bounded above by the radial integral on B(0,5R), of order Rn+α, while [F3] bounds the integral on B(x0,R) below by a positive multiple of that order. If ∣x0∣≥3R, both balls have ∣x∣ comparable to ∣x0∣ (on the larger ball, ∣x0∣/3≤∣x∣≤5∣x0∣/3); their integrals are therefore comparable up to a fixed constant. Hence w(B(x0,2R))≤Cn,αw(B(x0,R)) for every α>−n.

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A power weight fails at both A_p endpoints

Statement refuted

Assume the Axiom of Countable Choice (The Axiom of Countable Choice (ACω)).

Fix 1<p<∞. The claims that the power weight ∣x∣α is in Ap also at the endpoints of its admissible interval are false:

  1. at the upper endpoint α=n(p−1) the function ∣x∣α is a weight but not an Ap weight;
  2. at the lower endpoint α=−n the function ∣x∣α is not even locally integrable, so it is not a weight.

Hence the admissible interval −n<α<n(p−1) is open at both ends and cannot be enlarged.

Facts & Assumptions

Given: Countable Choice; n≥1, 1<p<∞, the power function ∣x∣α and a radius R>0.

[F1]

For α>−n the function ∣x∣α is a weight, and the Ap characteristic is the supremum of ⟨w⟩Q⟨w−1/(p−1)⟩Qp−1 over cubes (The A_p range of a power weight, Muckenhoupt A_p and A_1 weights, Weights, their associated measures, and the spaces L^p(w)).

[F2]

Polar coordinates give ∫B(0,R)∣x∣a dx=∣Sn−1∣Rn+a/(n+a) for a>−n and +∞ for a≤−n, and ∫0Rr−1dr=+∞ for every R>0 (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Continuity and derivatives of positive-base real powers, The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t, Comparison tests for improper integrals).

Counterexample

technique · direct
1.1F1F2givenalgebra

At the upper endpoint: for α=n(p−1) one has −α/(p−1)=−n, so polar coordinates give ∫B(0,R)∣x∣−α/(p−1)dx=∫B(0,R)∣x∣−ndx=∣Sn−1∣∫0Rr−1dr=+∞ for every R>0 by the logarithmic divergence of ∫01r−1dr. The second factor of the defining product ⟨∣x∣α⟩Q⟨∣x∣−α/(p−1)⟩Qp−1 is therefore +∞ on the cube Q=Q(0,R) containing B(0,R), so the defining supremum is +∞ and ∣x∣n(p−1) is not in Ap, while it is locally integrable and hence a weight.

1.2F2givenalgebra

At the lower endpoint: for α=−n polar coordinates give ∫B(0,R)∣x∣−ndx=∣Sn−1∣∫0Rr−1dr=+∞, so ∣x∣−n∉Lloc1(Rn) and no Ap membership is defined; this is the same logarithmic divergence of the radial integral ∫0Rr−1dr.

2.1step 1.1step 1.2given∎

Steps 1.1 and 1.2 show the failure at both endpoints, so the range −n<α<n(p−1) determined in The A_p range of a power weight is exactly the open admissible interval and cannot be enlarged.

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The A_1 range of a power weight

Example

Assume the Axiom of Countable Choice (The Axiom of Countable Choice (ACω)).

For α>−n the power weight w(x)=∣x∣α belongs to A1 if and only if −n<α≤0. For −n<α≤0 the function is radially nonincreasing and locally integrable and satisfies M(∣x∣α)≤Cn,α∣x∣α almost everywhere; for α>0 it is continuous with value 0 at the origin and fails the cube-average/essential-infimum form of A1 on cubes centred at the origin; for α≤−n it is not locally integrable. Thus the A1 exponent interval is the interval obtained as the limit of the ranges at p↓1, and it is a strict subset of the doubling range α>−n.

Facts & Assumptions

Given: Countable Choice; n≥1, α∈R, and w(x)=∣x∣α.

[F1]

For α>−n, w is a weight, and by The two defining forms of A_1 agree the condition w∈A1 is equivalent to M(∣x∣α)≤C∣x∣α a.e. for some C<∞ (The A_p range of a power weight, Muckenhoupt A_p and A_1 weights, Weights, their associated measures, and the spaces L^p(w)).

[F2]

For α>−n the radial integral over a ball is ∫B(0,ρ)∣z∣αdz=∣Sn−1∣ρn+α/(n+α) (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma), the ball B(y,r)∋x with ∣x∣≥4r satisfies ∣z∣≥∣x∣/2 for all z∈B(y,r), and B(y,r)⊆B(0,∣x∣+2r) whenever ∣x∣<4r (elementary triangle inequality, Continuity and derivatives of positive-base real powers for the monotonicity of t↦tα).

Verification

technique · direct
1.1F1F2givenalgebra

Let −n<α≤0 and let B(y,r)∋x≠0. If ∣x∣≥4r, then ∣z−x∣<2r for z∈B(y,r), so ∣z∣≥∣x∣/2 and ∣z∣α≤2−α∣x∣α. If ∣x∣<4r, then B(y,r)⊆B(0,∣x∣+2r)⊆B(0,6r); [F2] bounds its integral by Cn,αrn+α and rα≤4−α∣x∣α. Dividing by the ball volume gives an average bounded by Cn,α′∣x∣α in both cases. Taking the supremum gives the uncentred bound, hence also the centred bound and A1 membership.

1.2F1givenalgebra

For α>0 and a cube Q centred at the origin, ess inf⁡Q∣x∣α=0 because every positive threshold has a subball around the origin on which ∣x∣α lies below it; that subball has positive Lebesgue measure, while ⟨∣x∣α⟩Q>0; hence the cube-average/essential-infimum form of A1 fails on Q, and by [F1] the pointwise form fails as well.

2.1step 1.1step 1.2given∎

For α≤−n the function is not locally integrable, hence not a weight, by The A_p range of a power weight. Together with steps 1.1 and 1.2 this shows that A1 membership holds exactly for −n<α≤0, while the doubling range for the measure ∣x∣αdx is the strictly larger interval α>−n (the direct doubling computation in The A_p range of a power weight, the final verification step).

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Weighted norm of an interval indicator

Example

Assume the Axiom of Countable Choice (The Axiom of Countable Choice (ACω)).

Let n=1, let 1<p<∞, let −1<α<p−1 and let r>0. For the admissible power weight w(x)=∣x∣α one has ∥1(0,r)∥Lp(w)=(rα+1α+1)1/p, which tends to 0 as r→0+ and grows like r(α+1)/p as r→∞. At the endpoint α=−1 the integral ∫0rx−1dx diverges logarithmically for every r>0, and for each fixed r>0 the displayed norm diverges as α↓−1.

Facts & Assumptions

Given: Countable Choice; 1<p<∞, −1<α<p−1, r>0, and w(x)=∣x∣α on R.

[F1]

∥f∥Lp(w)p=∫R∣f∣pw dλ and Lp(w) is the corresponding space of classes (Weights, their associated measures, and the spaces L^p(w)); the weight ∣x∣α is admissible for α>−1 and lies in Ap for −1<α<p−1 (The A_p range of a power weight, Muckenhoupt A_p and A_1 weights).

[F2]

For α>−1 the power function has antiderivative tα+1/(α+1) on (0,∞), and ∫0rt−1dt=+∞ for every r>0, the divergence being logarithmic (Continuity and derivatives of positive-base real powers, The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t, Comparison tests for improper integrals).

Verification

technique · direct
1.1F1F2givenalgebra

Direct computation: ∥1(0,r)∥Lp(w)p=∫0r∣x∣αdx=∫0rxαdx=rα+1/(α+1) for α>−1 by [F2], since ∣x∣=x on (0,r); taking p-th roots gives the displayed formula.

2.1F2step 1.1givenalgebra∎

As r→0+ the expression (rα+1/(α+1))1/p tends to 0 because α+1>0; as r→∞ it grows like the constant multiple r(α+1)/p of the power function. At α=−1 one has ∫0rx−1dx=+∞ by [F2], so for fixed r>0 the full expression (rα+1/(α+1))1/p diverges as α↓−1, since rα+1→1. The density ∣x∣−1 does not satisfy this page's local-integrability definition of a weight; its integral of the indicator is nevertheless well defined and infinite.

Sources