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Smooth integral functionals approximate bounded functionals on compact sets
Statement
Assume Countable Choice. Let be a bounded Lipschitz domain, and let , , or , where and wherever applicable. For every bounded linear functional , every compact , and every , there is such that
The input function in this integral is its zeroth derivative. The conclusion is compact-uniform, without an assertion of operator-norm density of these functionals.
Statement references
Facts & Assumptions
Given: as in the Statement.
The inward smoothing construction supplies , where is ambient smooth, has fixed compact support in , and uniformly on each compact subset of . Its explicit kernel is (Inward mollification and smooth finite-rank approximation on Lipschitz domains).
All listed embed continuously into ; this follows directly from Hölder's inequality on the bounded domain, or the sup norm in the continuous case. Countable Choice is used by the local smoothing supplier (The Axiom of Countable Choice ()).
The finite normalized-bump construction gives an ambient smooth cutoff equal to one near any compact subset of an open set, taking values between zero and one and compactly supported in that open set (Finite ambient partitions near compact sets).
Proof
Empty or is handled by . Otherwise [F1] permits choosing with . For fixed , the map is ambient with values in : every mixed and derivative is uniformly continuous on compact products, so the ordinary finite-dimensional Taylor remainders in , uniformly for derivatives through order , tend to zero in the norm and hence in the norm. Thus is ambient smooth, with . It is bounded on .
Compactness of in implies its compactness in by [F2]. Given , take a finite net in that image. By integrability and an exhaustion of by compact subsets, there is one compact with for all . Therefore . Choose a smooth cutoff , compactly supported in , equal to one on ; use [F3] for the one-set open cover of . Then . This uses a finite net and finitely many integrable tails, including at ; it requires no approximation of a dual coefficient.
For each , one has . To justify the identity without assuming a vector-integration theorem, partition a box containing into cells of diameter tending to zero and replace on each cell by . Uniform continuity of every derivative through order makes the error in at most , where is the uniform kernel derivative error and converts a bound to an bound. Applying bounded to the finite sums is legitimate by linearity. Their scalar integral errors are at most as well, so passing to the limit proves the identity. Consequently .
If , choose . Otherwise use step 1.2 with and set . The cutoff error satisfies . Combining with step 2.1 proves the claim.
Depends on
Used by
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Dependency tree · two levels
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Sources
- Kovachki et al., Neural Operator, Lemmas 28–31 (standard reference, not scraped)