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Young's convolution inequality under Countable Choice
Statement
Assume the Axiom of Countable Choice. Let satisfy
If and , then the convolution is defined almost everywhere and satisfies
Facts & Assumptions
Given: Countable Choice (The Axiom of Countable Choice ()), exponents as displayed, and classes .
Under Countable Choice, Lebesgue measure is the completion of Borel measure and measurable functions have Borel representatives almost everywhere ( is exactly the completion of the restriction of to the Borel sets, A function measurable for a completion is almost everywhere equal to one measurable for the original sigma-algebra).
Borel representatives make and its sections measurable (Borel representatives make the convolution integrand Borel measurable).
Tonelli applies on the sigma-finite Lebesgue product, and has sigma-finite measure under Countable Choice (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Lebesgue measure is sigma-finite, and every metrically bounded subset of has finite outer measure).
Holder's inequality, its generalized product form, and the conjugate-exponent convention are available (Holder's inequality for integrals, including the endpoint cases, Generalized Holder inequality puts products into , Conjugate exponents, including the endpoint conventions).
Translation and reflection preserve Lebesgue measure and null sets; integrals respect almost-everywhere equality (Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation, For a nonzero real , dilation by multiplies Lebesgue outer measure by , and reflection in the origin preserves it, Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree).
Proof
Under the given Countable Choice premise, choose finite-valued Borel representatives using [L1], applying it to real and imaginary parts. Alter values on their Borel null exceptional sets to zero. By [L2], and are product-measurable. Translation and reflection preserve the norms of for every , including essential suprema. If either norm is zero, the corresponding representative vanishes almost everywhere; for every , almost everywhere by [L5]. Its integral and the claimed inequality are then zero. Hence assume both norms are positive.
Suppose . The exponent identity implies and . Tonelli and translation invariance give Therefore is finite for almost every .
If , then . For each , [L4] applied to and gives Thus convolution exists for every for these representatives, is measurable as an integral of product-measurable sections, and its essential supremum obeys the bound.
Fix such an . Factor as with If or , the corresponding zero-power factor means the constant . The three Holder exponents are , and , with at a zero denominator; their reciprocal sum is . Applying generalized Holder to and then Holder to (including endpoint forms) yields This proves absolute convergence for almost every . Tonelli applied to the positive and negative parts of the real and imaginary components of makes measurable on this full-measure domain; define it as zero elsewhere. Raise the inequality to the th power, integrate in , and use step 1.2 to obtain interpreting a zero exponent as a factor .
If another pair of Borel representatives is chosen, each differs from the first on a Borel null set. For every fixed , the first-factor difference is confined to a reflected translate of that null set and the second-factor difference to its original null set. By [L5] the two section products agree almost everywhere in . Both integrals exist on a common full-measure set by the preceding bounds, and [L5] makes them equal there. Thus is a well-defined class, and steps 2.1 and 2.2 prove the asserted bound.
Depends on
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- $\mathcal{L}(\mathbb{R}^n)$ is exactly the completion of the restriction of $\lambda_n$ to the Borel sets
- A function measurable for a completion is almost everywhere equal to one measurable for the original sigma-algebra
- Borel representatives make the convolution integrand Borel measurable
- Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
- Holder's inequality for integrals, including the endpoint cases
- Generalized Holder inequality puts products into $L^r$
- Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation
- For a nonzero real $c$, dilation by $c$ multiplies Lebesgue outer measure by $|c|^n$, and reflection in the origin preserves it
- Two integrable functions are equal almost everywhere exactly when all of their indefinite integrals agree
- Lebesgue measure is sigma-finite, and every metrically bounded subset of $\mathbb{R}^n$ has finite outer measure
- Conjugate exponents, including the endpoint conventions
Used by
- If 1 < p < ∞ and q is conjugate to p, then f*g is continuous and vanishes at infinity Corollary
- Monotonicity and Lᵖ contractivity of the heat flow Corollary
- Spatial smoothing of forcing separated from the observation time Corollary
- The Duhamel heat potential Definition
- The heat evolution Hₜ of initial data Definition
- The inhomogeneous dyadic frequency partition and its Littlewood-Paley operators Definition
- The Lusin area function for a fixed admissible kernel and aperture Definition
- Dyadic pieces are uniformly Mihlin multipliers and uniformly Lp-bounded Lemma
- Dyadic pieces have annular Fourier support and uniformly bounded rescaled kernels Lemma
- L2 almost orthogonality of the dyadic pieces Lemma
- Local W^2,p regularity of weak solutions of the Poisson equation Lemma
- Mollification rates for compactly supported Slobodeckij functions Lemma
- Complex-time heat operators form a bounded holomorphic semigroup Theorem
- Every L¹ approximate identity converges to the identity in Lᵖ for 1 ≤ p < ∞ Theorem
- Instantaneous smoothing of the Lp heat flow Theorem
- L1 in time estimate for Lp Duhamel forcing Theorem
- Lᵖ to L^q smoothing estimate for the heat flow Theorem
- Spatial derivative estimates for the heat flow Theorem
- The Fr'echet--Kolmogorov compactness criterion in Lᵖ(ℝⁿ) Theorem
- The heat Cauchy problem for Lᵖ data Theorem
- The viscous scalar Cauchy problem with smooth data has a global classical solution Theorem
Dependency tree · two levels
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Sources
- Richard L. Wheeden and Antoni Zygmund, Measure and Integral: An Introduction to Real Analysis (standard reference, not scraped)