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BMO, John-Nirenberg, and H1 Duality — Examples

1 · Prerequisites

2 · Summary

These examples accompany the BMO and H1-duality page. The tail-integration example inherits Countable Choice from the John-Nirenberg theorem; the other examples are choice-free.

The first example checks that the seminorm is unchanged by adding a constant, so it descends to the quotient and is a norm there. The logarithm b(x)=log⁡∣x∣ is then shown to lie in BMO with a seminorm depending only on n: dilation reduces the mean oscillation to unit cubes, where the logarithmic singularity is integrable and away from the origin the mean value bound on log⁡ applies. Since log⁡∣x∣→−∞ at the origin, this single function proves that the continuous inclusion L∞/C⊆BMO/C is strict and that BMO functions need not be globally integrable. A global pairing ∫fb requires a separate check that fb is absolutely integrable; it can exist even without cancellation of f. The arithmetic of the John-Nirenberg tail is also carried out explicitly: inserting the exponential bound into the layer-cake formula recovers the Lq oscillation bound with an explicit constant, which is the mechanism behind the equivalence of the Lq seminorms on the companion page.

The lacunary exponential-sum example uses a low/high frequency split: the low part is made nearly constant on each interval, while rapid decay of the adapted bump transform controls the high part in local L2. It records Tao’s Exercise Q4 with the implied frequency-comparability constants explicit.

3 · Logical flowchart

4 · Definitions, theorems and proofs

None yet.

5 · Examples, counterexamples and false statements

ExampleConstruction: AI-generatedVerification: AI-generatedOpen item page →

The BMO seminorm is unchanged by adding a constant

Example

For b∈Lloc1(Rn) and c∈C one has (b+c)Q=bQ+c for every cube Q and hence ∥b+c∥BMO=∥b∥BMO; so the BMO seminorm descends to the quotient BMO/C and is a norm there.

Facts & Assumptions

Given: b∈Lloc1(Rn), a constant c∈C and a cube Q, with the mean, the seminorm and the quotient of BMO seminorm and the quotient by constants.

[L1]

The mean is bQ=∣Q∣−1∫Qb, the seminorm is ∥b∥BMO=sup⁡Q∣Q∣−1∫Q∣b−bQ∣, and ∥b∥BMO=0 exactly when b is constant almost everywhere (BMO seminorm and the quotient by constants).

Verification

technique · direct
1.1L1algebra

Linearity of the integral over the cube Q gives (b+c)Q=∣Q∣−1∫Q(b+c)=∣Q∣−1∫Qb+∣Q∣−1∫Qc=bQ+c.

2.1step 1.1L1

By step 1.1, ∣(b+c)−(b+c)Q∣=∣b−bQ∣ pointwise on Q, so ∣Q∣−1∫Q∣(b+c)−(b+c)Q∣=∣Q∣−1∫Q∣b−bQ∣ for every cube; taking the supremum over all cubes gives ∥b+c∥BMO=∥b∥BMO, including the value +∞.

3.1step 2.1L1∎

The identity of step 2.1 shows that the seminorm is constant on each equivalence class modulo constants, so it descends to BMO(Rn)/C; on classes it is a norm because ∥[b]∥=0 holds exactly when b is almost everywhere constant by [L1], that is exactly for the zero class. No choice principle is used.

ExampleConstruction: Literature-sourcedVerification: AI-adaptedOpen item page →

The logarithm is in BMO but not in L-infinity

Example

Define b:Rn→R by b(x)=log⁡∣x∣ for x≠0 and b(0)=0 (any finite value at the origin gives the same class). Then b∈BMO(Rn) with a seminorm depending only on n, and b is unbounded on every neighbourhood of 0; in particular no bounded representative exists, so the continuous injection L∞/C→BMO/C of the A page is not surjective.

Facts & Assumptions

Given: The function b(x)=log⁡∣x∣ for x≠0 and b(0)=0, a cube Q with centre xQ and side length r=ℓ(Q), and the conventions of BMO seminorm and the quotient by constants and Axis-parallel rectangles in Rm and their volume.

[L1]

The mean is optimal up to the factor 2: ∣Q∣−1∫Q∣b−bQ∣≤2∣Q∣−1∫Q∣b−c∣ for every constant c, and ∥b∥BMO=sup⁡Q∣Q∣−1∫Q∣b−bQ∣ (BMO seminorm and the quotient by constants).

[L2]

The logarithm satisfies log⁡∣rw∣=log⁡r+log⁡∣w∣ for r>0, w≠0; on the shell 2−j−1<∣z∣≤2−j one has ∣log⁡∣z∣∣≤(j+1)log⁡2, and that shell is contained in the cube [−2−j,2−j]n of volume 2(1−j)n (Axis-parallel rectangles in Rm and their volume).

[L3]

The bounded functions form L∞(Rn) with ∥g∥L∞<∞, and the class map L∞(Rn)/C→BMO(Rn)/C is injective (L-infinity embeds continuously into BMO modulo constants).

Verification

technique · direct
1.1L1L2algebra

Local integrability and the scaling reduction. For every R<∞ the shell bound of [L2] gives ∫∣z∣≤R∣log⁡∣z∣∣ dz<∞, because {∣z∣≤1} is covered by the shells j≥0 with total ∑j2(1−j)n(j+1)log⁡2<∞, while on {1<∣z∣≤R} one has ∣log⁡∣z∣∣≤log⁡R and the enclosing cube [−R,R]n has volume (2R)n; hence b∈Lloc1(Rn). For a cube Q write x=xQ+ry with y∈[−12,12]n, so that ∣Q∣=rn and, by [L2], ∣Q∣−1∫Q∣b−c∣=∫[−12,12]n∣log⁡r+log⁡∣ξ+y∣−c∣ dy with ξ:=xQ/r; choosing c=log⁡r+cξ shows that it suffices to bound A(ξ):=∫[−12,12]n∣log⁡∣ξ+y∣−cξ∣ dy uniformly in ξ, and then [L1] gives ∣Q∣−1∫Q∣b−bQ∣≤2A(ξ).

1.2L2algebra

The regular case ∣ξ∣>2n. With cξ=log⁡∣ξ∣, for y∈[−12,12]n and t∈[0,1] one has ∣ξ+ty∣≥∣ξ∣−12n>32n, so log⁡∣z∣ is differentiable along the segment and ∣log⁡∣ξ+y∣−log⁡∣ξ∣∣≤∫01∣y∣∣ξ+ty∣ dt≤n/23n/2=13; hence A(ξ)≤13.

2.1step 1.1L2

The singular case ∣ξ∣≤2n. With cξ=0 the shifted cube lies in {∣z∣≤2n+12n}⊆{∣z∣≤3n}, so A(ξ)≤∫∣z∣≤3n∣log⁡∣z∣∣ dz≤Cn by the estimates of step 1.1 with R=3n.

3.1step 1.1step 2.1step 1.2L1

Combining steps 2.1 and 1.2, sup⁡ξA(ξ)≤Cn<∞, so [L1] and step 1.1 give ∥b∥BMO≤2Cn: the seminorm depends only on n and b∈BMO(Rn).

4.1L3algebra∎

Unboundedness. As x→0 one has log⁡∣x∣→−∞, so b is unbounded on every ball B(0,ε), hence on every neighbourhood of 0. If g∈L∞(Rn) satisfied g=b almost everywhere, then for every M>∥g∥L∞ the set {x:∣b(x)∣>M} would have positive measure (it contains B(0,ε)∖{0} for ε=e−M, which has positive measure because the ball contains a nondegenerate cube and a singleton has measure zero) while {∣g∣>M} is null, contradicting almost-everywhere equality; so no bounded function represents the class of b. If the class of b were the image of [g] with g∈L∞, then b=g+c almost everywhere for a constant c, and g+c would be a bounded representative, which is impossible. Thus the class of b is not in the image of L∞/C, and the continuous injection is not surjective.

CounterexampleConstruction: AI-adaptedVerification: AI-adaptedOpen item page →

A BMO function need not be globally integrable

Statement refuted

The claim refuted is the inclusion BMO(Rn)⊆L1(Rn), equivalently the claim that every BMO function is globally integrable. The witness is the function b(x)=log⁡∣x∣ (b(0)=0) of The logarithm is in BMO but not in L-infinity, which satisfies ∫Rn∣b(x)∣ dx=+∞; hence BMO(Rn)⊈L1(Rn). Thus BMO membership alone does not guarantee a global Lebesgue pairing ∫fb: absolute integrability of the product fb must be checked separately. Such a pairing can exist even without cancellation of f.

Facts & Assumptions

Given: The function b(x)=log⁡∣x∣ for x≠0, b(0)=0, on Rn; the cubes of Axis-parallel rectangles in Rm and their volume.

[F1]

b∈BMO(Rn) and b is unbounded near the origin (The logarithm is in BMO but not in L-infinity).

[F2]

For Rm:=4n+m and the increasing closed balls Em:={x:∣x∣≤Rm}, one has Em↑Rn and ∫Rn∣b∣=lim⁡m→∞∫Em∣b∣ by monotone convergence (Monotone convergence for the integral).

Counterexample

1.1F1given

For every m≥1 the cube Cm:=[3,Rm/n]n is contained in Em: every x∈Cm has ∣x∣≥3n>2 and ∣x∣≤n (Rm/n)=Rm, and its volume is ∣Cm∣=(Rm/n−3)n. On Cm one has b(x)=log⁡∣x∣≥log⁡3>0, so ∣b∣=b≥log⁡3 there.

2.1step 1.1algebra

Therefore ∫Em∣b∣≥∫Cm∣b∣≥(log⁡3)∣Cm∣=(log⁡3)(Rm/n−3)n, which tends to +∞ as m→∞.

3.1step 2.1F1F2∎

By [F2] and step 2.1, ∫Rn∣b∣=lim⁡m→∞∫Em∣b∣=+∞; since b∈BMO(Rn) by [F1], the inclusion BMO(Rn)⊆L1(Rn) is refuted.

ExampleConstruction: AI-generatedVerification: AI-generatedOpen item page →

Integrating the John-Nirenberg tail recovers the Lq oscillation bound

Example

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

Let b∈BMO(Rn), 1≤q<∞ and let Q be a cube. Using the layer-cake formula and the John-Nirenberg exponential bound, ∣Q∣−1∫Q∣b−bQ∣q=q∫0∞λq−1∣Q∣−1∣{x∈Q:∣b(x)−bQ∣>λ}∣ dλ≤Cn,q∥b∥BMOq, with the zero-seminorm case giving 0; this is the mechanism behind the equivalence of the Lq oscillation seminorms.

Facts & Assumptions

Given: Countable Choice, b∈BMO(Rn), 1≤q<∞ and a cube Q, with the mean and seminorm of BMO seminorm and the quotient by constants.

[L1]

The layer-cake formula applies to the measurable function ∣b−bQ∣ on the finite-measure cube Q: for 0<q<∞, ∫Q∣b−bQ∣q=q∫0∞λq−1∣{x∈Q:∣b−bQ∣>λ}∣ dλ (For 0 < p < infinity, the layer-cake formula computes the integral of |f|^p from the distribution function).

[L2]

There are cn,Cn∈(0,∞) with ∣{x∈Q:∣b−bQ∣>λ}∣≤Cn∣Q∣e−cnλ/∥b∥BMO for every λ>0; if ∥b∥BMO=0 then b is constant almost everywhere and the set is null for every λ>0 (John-Nirenberg exponential inequality, BMO seminorm and the quotient by constants).

[L3]

The resulting bound is the same one that establishes the equivalence of ∥b∥BMO,q:=sup⁡Q(∣Q∣−1∫Q∣b−bQ∣q)1/q with ∥b∥BMO (BMO oscillation norms in Lq are equivalent).

Verification

technique · direct
1.1L1algebra

Writing A(λ):=∣Q∣−1∣{x∈Q:∣b−bQ∣>λ}∣, [L1] divided by ∣Q∣ gives the identity ∣Q∣−1∫Q∣b−bQ∣q=q∫0∞λq−1A(λ) dλ.

2.1step 1.1L2algebra

If ∥b∥BMO>0, [L2] bounds A(λ)≤Cne−cnλ/∥b∥BMO for every λ>0, so the integral of step 1.1 is at most qCn∫0∞λq−1e−cnλ/∥b∥BMOdλ=qCn∥b∥BMOq∫0∞μq−1e−cnμdμ after the substitution λ=μ∥b∥BMO; the last integral is finite, so with Cn,q:=qCn∫0∞μq−1e−cnμdμ the asserted bound follows.

3.1step 1.1L2

If ∥b∥BMO=0, then b is constant almost everywhere by [L2], so A(λ)=0 for every λ>0 and the integral of step 1.1 vanishes; in particular the bound of step 2.1 holds with both sides 0 for any finite Cn,q.

4.1step 2.1step 3.1L3∎

Steps 2.1 and 3.1 give ∣Q∣−1∫Q∣b−bQ∣q≤Cn,q∥b∥BMOq for every cube, which is exactly the per-cube upper bound used in [L3]: taking q-th roots and the supremum over Q yields the equivalence of the Lq oscillation seminorms with the BMO seminorm.

ExampleConstruction: Literature-sourcedVerification: AI-adaptedOpen item page →

Finite lacunary exponential sums belong to BMO

Example

Let 0<a≤b<∞, and let (ξn)n∈Z be nonzero real frequencies satisfying a2n≤∣ξn∣≤b2n for every n. Let (cn)n∈Z have finite support and put f(x):=∑n∈Zcne2πiξnx. Then ∥f∥BMO(R)≤Ca,b,ϕ(∑n∣cn∣2)1/2. More precisely, fix a nonnegative ϕ∈Cc∞(R) with ϕ≥1 on [−12,12]. For an interval I of length L and centre xI, set ϕI(x):=ϕ((x−xI)/L). There is a constant cI∈C such that ∫RϕI(x)∣f(x)−cI∣2 dx≤Ca,b,ϕL∑n∣cn∣2.

Facts & Assumptions

Given: The finite exponential sum f, the frequency bounds above, a nonnegative compactly supported smooth bump ϕ with ϕ≥1 on [−12,12], and a nondegenerate interval I.

[L1]

For every locally integrable g and every constant c, ∣I∣−1∫I∣g−gI∣≤2∣I∣−1∫I∣g−c∣, and the BMO seminorm is the supremum of the mean oscillations over intervals in dimension one (BMO seminorm and the quotient by constants).

[L2]

Since ϕ∈Cc∞, both ∫ϕ(y) dy and ∫ϕ(y)y2 dy are finite. For every integer M≥1, integration by parts M times gives ∣∫Rϕ(y)e2πiζy dy∣≤CM,ϕ(1+∣ζ∣)−M. For ∣ζ∣≤1 this follows instead from ∥ϕ∥1; combining the two estimates gives the displayed bound.

Verification

technique · direct low- and high-frequency split

Fix I, write L=∣I∣, and let n0 be the least integer with 2n0≥L−1. Thus 1≤L2n0<2. Split f=f<+f≥ at n0 and choose cI:=f<(xI)=∑n<n0cne2πiξnxI.

1.1L2algebra

Low frequencies. For every n<n0, ∣e2πiξnx−e2πiξnxI∣≤2π∣ξn∣∣x−xI∣. After x=xI+Ly, (∫ϕI(x)∣e2πiξnx−e2πiξnxI∣2dx)1/2≤Cϕ∣ξn∣L3/2. The triangle inequality in L2(ϕIdx), Cauchy--Schwarz, and the upper frequency bound therefore give ∥f<−cI∥L2(ϕIdx)≤CϕL3/2∑n<n0∣cn∣∣ξn∣≤Cb,ϕL3/2(∑n∣cn∣2)1/2(∑n<n04n)1/2≤Cb,ϕL1/2(∑n∣cn∣2)1/2, because 2n0<2L−1.

1.2L2algebra

High frequencies. Define Gnm:=L−1∫RϕI(x)e2πi(ξn−ξm)x dx(n,m≥n0). The change of variables x=xI+Ly and [L2] give, for every fixed integer M≥1, ∣Gnm∣≤CM,ϕ(1+L∣ξn−ξm∣)−M. Choose an integer K≥1 such that b2−K≤a/2. If ∣n−m∣>K, the frequency comparability implies ∣ξn−ξm∣≥∣∣ξn∣−∣ξm∣∣≥(a/2)2max⁡(n,m). For each fixed n≥n0, the terms with ∣m−n∣≤K contribute at most a constant to ∑m≥n0∣Gnm∣. For m>n+K their sum is bounded by C∑r≥1(1+L2n+r)−M≤C∑r≥12−Mr<∞, using L2n≥1. For n0≤m<n−K, there are at most n−n0 terms, each bounded by C(1+L2n)−M; their total is bounded uniformly because L2n≥2n−n0 and sup⁡r≥0r(1+2r)−M<∞. Hence the absolute row sums of (Gnm)n,m≥n0 are uniformly bounded. Since ∣Gnm∣=∣Gmn∣, the inequality 2∣cn∣∣cm∣≤∣cn∣2+∣cm∣2 yields ∫ϕI∣f≥∣2≤L∑n,m≥n0∣cn∣∣cm∣∣Gnm∣≤Ca,b,ϕL∑n∣cn∣2.

2.1step 1.1step 1.2L1algebra∎

Combining the two pieces with ∣f−cI∣2≤2∣f<−cI∣2+2∣f≥∣2 gives ∫RϕI∣f−cI∣2≤Ca,b,ϕL∑n∣cn∣2. Since ϕI≥1 on I, Cauchy--Schwarz and [L1] imply L−1∫I∣f−fI∣≤2L−1∫I∣f−cI∣≤2L−1/2(∫I∣f−cI∣2)1/2≤Ca,b,ϕ(∑n∣cn∣2)1/2. Taking the supremum over all nondegenerate intervals proves the BMO bound. The proof uses finite sums only and no choice principle.

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