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Uniformly bounded difference quotients represent a weak derivative
Statement
Assume Countable Choice. Let be open, open, , , , and fix a coordinate . Suppose and for every , and Then with norm at most , and in as . No compact containment of and no bounds in other directions are required. In particular this applies to tangential quotients on boundary half-balls. For the shift condition holds whenever ; if bounds hold in every coordinate, . Only Countable Choice is used.
Facts & Assumptions
Given: Countable Choice; the open sets ; with conjugate ; ; a fixed coordinate ; and , with the shift condition and bound in the Statement. Write in the proof.
The quotient is defined on , and its restriction to is in by translation invariance. The assumed shift condition makes this true for every . (Difference quotients on a shrunken domain)
Integration by parts for difference quotients: extend by zero to . If and , then . Both integrals are finite on compact supports inside their respective shrunken domains. (Difference-quotient calculus: integration by parts, product rule, commutation)
For and fixed the one-variable map is differentiable at with and satisfies by the mean value inequality; consequently as for every , with . (The derivative of at a point that is a limit point of , and differentiability on a set, The mean value inequality: if is continuous and differentiable on with , then , The chain rule for total derivatives: )
Hölder's inequality: for conjugate exponents and classes , the product is in and . (Conjugate exponents, including the endpoint conventions, Holder's inequality for integrals, including the endpoint cases)
Dominated convergence: if almost everywhere and almost everywhere for a single integrable , then . (Dominated convergence)
Density of smooth functions and cutoffs: for the intersection is dense in ; for every compact there is with on . (Meyers–Serrin density on an arbitrary open set, A Euclidean bump for a compact set inside an open set)
Duality: on any measure space and for with conjugate , every bounded linear functional on is integration against a unique class with equality of norms; for real scalars this is stated in For , the same representation theorem holds on arbitrary measure spaces, and for complex-linear functionals with the bilinear pairing in Complex Lp duality from real Lp duality.
Weak derivative: is the weak derivative of exactly when for every . (Weak derivative of a locally integrable function)
An class restricts to and is integrable on every compact subset of by Hölder and finite measure. (The space as the quotient by null functions)
Proof
Fix and put . For every the integration-by-parts identity of [F2] applies (its support condition holds because ) and gives Here is extended by zero to ; its difference quotient is globally defined and supported in for these , whereas is integrated only where it is defined.
The test functions are dense in : given and , [F6] provides with . Choose a compact exhaustion of with and cutoffs equal to on ; then pointwise everywhere and , so [F5] gives , and for large lies within of .
By [F3] the classes converge pointwise as to and are bounded in absolute value by ; choose a fixed compact neighbourhood containing and all its translates by for sufficiently small . The support of every such lies in , and by Hölder, so is an integrable majorant on , and [F5] gives Thus the limit exists for every test function, and step 1.1 identifies it with .
For every the hypothesis and Hölder give, for all , passing to the limit along in step 2.1 yields . Hence is a -linear functional on the subspace of , bounded there with constant .
By step 1.2 and the boundedness of step 3.1, has a unique extension to a bounded linear functional on with : for choose test functions ; the values form a Cauchy sequence because , and is independent of the approximating sequence.
Apply [F7] with (so that ) to the functional on : for the real duality theorem, and for the complex-linear duality lemma, provide a class with
For every (so that and has the same support) steps 2.1 and 5.1 give By [F8] this is exactly the weak-derivative identity, so is the weak derivative of on and .
It remains to remove the test-function restriction in the convergence. Let and ; by step 1.2 choose with , and then small enough that , which is possible by steps 2.1 and 5.1. For such , using [F4] twice and the uniform bound of the hypothesis. Hence for every , which with step 6.1 proves the weak convergence in .
Source notes
Hunter's Theorem 4.53(2) (printed pp. 125-126) and Laugesen's Proposition 5.7(ii) (printed pp. 110-111) prove the same criterion by extracting a weak limit through Banach-Alaoglu; the route above replaces that extraction by the bounded functional and the duality representation of [F7], so no weak compactness is used and the only choice principle consumed is Countable Choice, as the duality suppliers themselves record. Simon's Lecture 5, Lemma 7 states the convergence of difference quotients to weak derivatives in the form used in [F3].
Depends on
- Difference quotients on a shrunken domain
- Difference-quotient calculus: integration by parts, product rule, commutation
- Weak derivative of a locally integrable function
- Integer-order Sobolev spaces and their norms
- Conjugate exponents, including the endpoint conventions
- Holder's inequality for integrals, including the endpoint cases
- Dominated convergence
- Meyers–Serrin density on an arbitrary open set
- A Euclidean bump for a compact set inside an open set
- For $1 < p < \infty$, the same representation theorem holds on arbitrary measure spaces
- Complex Lp duality from real Lp duality
- The space $L^p(\mu)$ as the quotient by null functions
- The derivative $f'(c) = \lim_{x \to c} \frac{f(x) - f(c)}{x - c}$ of $f : A \to \mathbb{R}$ at a point $c \in A$ that is a limit point of $A$, and differentiability on a set
- The mean value inequality: if $f : [a,b] \to \mathbb{R}^m$ is continuous and differentiable on $(a,b)$ with $\lVert f'\rVert_2 \le M$, then $\lVert f(b)-f(a)\rVert_2 \le M(b-a)$
- The chain rule for total derivatives: $D(g\circ f)(a)=Dg(f(a))\circ Df(a)$
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
- Tangential H² estimate near a flat Dirichlet boundary Lemma
- At p=1 bounded difference quotients need not give an L¹ weak derivative Remark
- Interior H² estimate for constant-coefficient elliptic equations Theorem
- Interior H² regularity for divergence-form equations Theorem
- The difference-quotient characterisation of W^1,p for 1<p<∞ Theorem
Dependency tree · two levels
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Sources
- John K. Hunter, Notes on Partial Differential Equations (UC Davis, revised 18 June 2014, complete 242-page two-quarter graduate notes) (standard reference, not scraped)
- Richard S. Laugesen, Linear Analysis and Partial Differential Equations (University of Illinois, 2020, complete 158-page graduate notes) (standard reference, not scraped)
- Leon Simon, Lectures on Partial Differential Equations (Stanford, complete 223-page author scan) (standard reference, not scraped)