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Schwartz functions are dense in the Fourier Bessel-potential norm
Statement
Assume the Axiom of Choice inherited from the declared dependency. For every , every Schwartz function belongs to , and the inverse Fourier transforms of are Schwartz functions and are dense in of Fourier Bessel-potential and restriction-quotient Sobolev spaces. The Fourier transform uses the negative-sign convention.
Facts & Assumptions
Given: The Axiom of Choice, , and .
is defined by the weighted Fourier norm and inverse Fourier representative. (Fourier Bessel-potential and restriction-quotient Sobolev spaces)
Smooth compactly supported functions are dense in for every open . (Smooth compactly supported functions of an open set are dense in )
Truncating an integrable nonnegative function to increasing balls makes the integrals increase to its full integral. (Monotone convergence for the integral)
The inverse Fourier map is injective and the weighted representation is a Hilbert space under the declared choice assumption. (The weighted Fourier model is an injective Hilbert representation)
A Schwartz function and all its derivatives decay faster than every polynomial, with seminorms finite. (Schwartz space and its seminorms)
The Matérn calculation gives the -dimensional Gaussian Fourier transform and the complex exponential derivative; Tonelli/Fubini, polar integration, monotone convergence and dominated convergence hold under their stated hypotheses. (The Matérn spectral integral, normalization, and radial formula, The complex exponential is entire and its complex derivative is itself, Tonelli and Fubini for the completed product, with only almost-everywhere section measurability, Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Monotone convergence for the integral, Dominated convergence)
Under Countable Choice, complex factors obey Lebesgue integration by parts on finite intervals and on when the derivative products are integrable and the product tends to zero at both ends. (Complex integration by parts on intervals and decaying lines)
Full AC conservatively covers the inherited Hilbert-space dependency. It also supplies the Countable Choice required by the smooth-density supplier [F2], the spectral Gaussian and integration suppliers [F6], and integration by parts [F7]. (The Axiom of Choice, The Axiom of Countable Choice ())
Proof technique: direct.
Proof
Given: The hypotheses above and the Fourier convention in [F1].
Put . By [F3], Choose so this norm is less than a prescribed .
Let be any Schwartz function and define . Polynomial multiples of derivatives of have arbitrarily rapid decay by [F5], so they and their derivatives are integrable, including on each coordinate line with the other coordinates fixed. Differentiation in is justified by dominated convergence [F6] using these integrable moments. Apply [F7] on each coordinate line to such a function and its Fourier exponential: the derivative products are integrable and the boundary product tends to zero. Absolute Fubini [F6] then combines the coordinate identities and shows that every is a finite linear combination of Fourier transforms of derivatives of polynomial multiples of . Each such function is in by [F5], so its Fourier transform is bounded; hence is Schwartz and in . In particular , by polar integration [F6].
On the bounded ball , the weight is bounded above by a finite constant . The restriction of to lies in , so [F2] gives with . Extending by zero is still smooth and compactly supported on because its support is compactly contained in , and
For , absolute Fubini [F6] and the Gaussian transform [F6] give where . Since , dominated convergence sends the left side to . The right side tends to : given , continuity at gives such that for . Since has total mass one, the contribution from this ball is at most ; boundedness of and the Gaussian tail estimate from scaling make the contribution on tend to zero. Thus Fourier inversion holds and .
For any multi-indices , differentiation under the integral is justified by the compactly supported integrable moments. For each coordinate, apply [F7] with the smooth compactly supported factor (or a derivative of it) and the inverse Fourier exponential; both derivative products are integrable and the boundary product is zero outside a bounded interval. Repetition and absolute Fubini [F6] give The right side is uniformly bounded by the norm of a smooth compactly supported function. Hence every Schwartz seminorm of is finite, so is Schwartz.
Steps 1.1 and 2.1 show that frequency functions are dense in the weighted Fourier norm. Step 3.1 shows their inverse transforms are Schwartz. Steps 1.2 and 2.2 show every Schwartz function belongs to , and [F4] identifies the normed Fourier images injectively with the functions in . Thus Schwartz functions are dense in .
Depends on
- Fourier Bessel-potential and restriction-quotient Sobolev spaces
- The weighted Fourier model is an injective Hilbert representation
- The Matérn spectral integral, normalization, and radial formula
- Smooth compactly supported functions of an open set are dense in $L^2$
- Schwartz space and its seminorms
- Tonelli and Fubini for the completed product, with only almost-everywhere section measurability
- Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma
- Monotone convergence for the integral
- Dominated convergence
- Complex integration by parts on intervals and decaying lines
- The complex exponential is entire and its complex derivative is itself
- The Axiom of Choice
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
- A smooth scattered surface inherits the Matérn fill-distance rate Example
- The Matérn native space has its weighted Fourier norm and strict Gram positivity Lemma
Cited to discharge well-definedness by Fourier Bessel-potential and restriction-quotient Sobolev spaces.
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Sources
- Gregory E. Fasshauer, MATH 590: Meshfree Methods, Chapter 13, pp. 23–36 (standard reference, not scraped)