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A Sobolev function vanishing on scattered sites has an h^ν bound
Statement
Assume full AC conservatively for the declared weighted- Hilbert dependency. Let be an admitted domain with its uniform cone constants, fix , , , and choose an integer . There exist , depending only on and the cone constants, such that for every finite nonempty of fill distance and every with , The estimate has no separation or mesh-ratio hypothesis.
Facts & Assumptions
Given: The hypotheses above, a site set , and vanishing on .
Every is the restriction of a whole-space inverse Fourier representative with weighted norm; point evaluations are well defined and continuous. (Fourier Bessel-potential and restriction-quotient Sobolev spaces, The weighted Fourier model is an injective Hilbert representation)
For every there are distinct nodes and weights with , , and for all polynomials of degree below , once . (Uniform cone domains admit stable polynomial norming stencils)
Polar coordinates evaluate nonnegative radial integrals; multivariable Taylor's theorem bounds the degree- remainder by a dimension- and-order-dependent constant times times the supremum of order- derivatives along the segment. (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Multivariable Taylor formula with a Lagrange remainder along a line segment)
Differentiation under the bounded-frequency inverse Fourier integral is justified by dominated convergence, using the derivative formula for the complex exponential. (Dominated convergence, The complex exponential is entire and its complex derivative is itself)
Cauchy--Schwarz holds for the integral pairing. (Cauchy-Schwarz inequality for )
The reals are an ordered field, so for every nonempty open ball in contains infinitely many points along a coordinate line. (The reals form a totally ordered field)
Full AC covers the conservative weighted- completeness/injectivity dependency used to define the Fourier representatives. The stencil proof makes only a finite choice for each fixed , with uniform constants before taking suprema. (The Axiom of Choice, The Axiom of Countable Choice ())
Proof technique: direct Fourier split and polynomial cancellation.
Proof
Given: The hypotheses above. Decrease if necessary so .
Since is a nonempty open domain, it contains a ball . For this ball contains the infinitely many distinct points , , by [F6]. The finite set omits one such point , so and therefore . In particular is defined. Fix any whole-space extension of , and split with . Let and . By Cauchy--Schwarz [F5], polar integration [F3], and , Indeed, for the radial tail is at most .
For each multi-index with , the bounded frequency support makes well defined and continuous by differentiation under an absolutely integrable Fourier integral. Cauchy--Schwarz [F5] and polar coordinates give For the last estimate, the radial integral on is finite and on is bounded by , using .
Fix and choose the stencil from [F2]. Taylor-expand the globally defined smooth at to degree . The segment from to each lies in , where is smooth, so [F3] bounds each remainder by . The polynomial part cancels under the stencil's reproduction identities. Therefore
Since , we have . Thus Use step 3.1, step 1.1 and to obtain . The constants do not depend on or the chosen extension. Taking the supremum over , then the infimum over all extensions , gives the claimed quotient-norm estimate.
Depends on
- Radial kernels, polynomial augmentation, and site geometry
- Fourier Bessel-potential and restriction-quotient Sobolev spaces
- The weighted Fourier model is an injective Hilbert representation
- Uniform cone domains admit stable polynomial norming stencils
- Cauchy-Schwarz inequality for $L^2$
- The reals form a totally ordered field
- Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma
- The complex exponential is entire and its complex derivative is itself
- Dominated convergence
- Multivariable Taylor formula with a Lagrange remainder along a line segment
- The Axiom of Choice
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
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Sources
- Narcowich, Ward, and Wendland, Sobolev bounds on functions with scattered zeros, Math. Comp. 74 (2005), §§2.1–2.2 (standard reference, not scraped)
- Gregory E. Fasshauer, MATH 590: Meshfree Methods, Chapter 13, pp. 23–25 (standard reference, not scraped)