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Schwartz periodisation over a lattice is smooth with locally uniformly summable derivatives
Statement
Assume Countable Choice (The Axiom of Countable Choice ()). Let and let be a full-rank lattice. Then the periodisation converges absolutely for every , locally uniformly together with the derivative series for every multi-index ; the sum is smooth and -periodic with .
Facts & Assumptions
Given: Countable Choice, a Schwartz function (Schwartz space and its seminorms), a full-rank lattice with an invertible real matrix (Full-rank lattices, covolume, and the dual lattice, A finite square real matrix is invertible if and only if its determinant is nonzero), and the series indexed by (Rectangular matrix multiplication and the identity matrix , including zero-sized shapes).
Invertible linear substitutions preserve Schwartz space: maps to itself, for and for (Invertible linear substitutions preserve Schwartz space).
Published Schwartz Poisson theorem: for , ; the left series converges locally uniformly with every derivative, and at both sums are absolutely convergent (Poisson summation for Schwartz functions).
If continuously differentiable real functions on a closed interval converge at one point and their derivatives converge uniformly, then the limit is differentiable with derivative the limit of the derivatives (If continuously differentiable functions converge at one point and their derivatives converge uniformly on a closed interval, then the functions converge uniformly to a differentiable function whose derivative is the derivative limit).
Differentiation and translation are continuous linear operations on , and is a linear bijection of with inverse (Basic operations are continuous on Schwartz space, Invertible linear substitutions preserve Schwartz space).
Continuous images of compact sets are compact (A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism), so is compact for compact ; local uniform convergence on compacta of a series in therefore transfers to local uniform convergence in .
Smooth mixed coordinate derivatives commute, by applying Continuous mixed partials of order are invariant under permutations to the real and imaginary parts; thus for smooth .
A uniform limit of continuous real-valued functions is continuous (If for every some continuous satisfies for all , then is continuous; in particular a uniformly convergent series of continuous real functions has a continuous sum); complex continuity follows by treating real and imaginary parts (A vector-valued function has a limit, or is continuous, if and only if each of its components does; with the algebra of continuous vector-valued functions). Restricting to a closed box about each point gives the same conclusion for locally uniform limits.
Proof
Convergence of every derivative series. Fix and a multi-index , and put , which lies in by [F1]. For every , writing and gives and hence the termwise identity ; by [F2] applied to , this series and the derivative series converge locally uniformly in , hence by [F5] in . Absolute convergence at each fixed : for the fixed , the translate is in by [F4], so the absolute-convergence clause of [F2] applied to that translate gives .
Differentiation along coordinate lines. Fix , and a coordinate , and for put , a sum that converges by step 1.1 applied to . The finite partial sums are continuously differentiable with , and by step 1.1; by step 1.1 applied to , the derivatives converge uniformly on the closed interval to . Applying [F3] on this closed interval to the real and imaginary parts gives that is differentiable at every interior point, in particular at , with . Since and were arbitrary, the partial derivative of the sum function exists at every point and equals , which is continuous by [F7] as a locally uniform limit of continuous functions.
Apply step 2.1 successively along any ordered word of coordinate differentiations, starting with . At each stage its derivative is again Schwartz by [F4], so the next differentiation is licensed and the resulting derivative series is continuous and locally uniformly convergent. Induction on the word length establishes every ordered derivative of and its continuity, hence smoothness. By [F6], grouping the derivatives of by their multi-indices gives for every . Absolute and locally uniform convergence are supplied by step 1.1.
Periodicity. For , reindexing the absolutely convergent series by the bijection of gives . Countable Choice enters only through the published Poisson theorem's convergence clause in [F2], which is quoted for the Schwartz functions ; the lattice reindexing, the partial sums and the interval differentiations are explicit.
Depends on
- Full-rank lattices, covolume, and the dual lattice
- Invertible linear substitutions preserve Schwartz space
- Poisson summation for Schwartz functions
- Schwartz space and its seminorms
- If continuously differentiable functions converge at one point and their derivatives converge uniformly on a closed interval, then the functions converge uniformly to a differentiable function whose derivative is the derivative limit
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- Rectangular matrix multiplication and the identity matrix $I_n$, including zero-sized shapes
- A finite square real matrix is invertible if and only if its determinant is nonzero
- A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism
- Basic operations are continuous on Schwartz space
- Continuous mixed partials of order $k$ are invariant under permutations
- If for every $\varepsilon > 0$ some continuous $g : X \to \mathbb{R}$ satisfies $\lvert f(x) - g(x)\rvert < \varepsilon$ for all $x$, then $f$ is continuous; in particular a uniformly convergent series of continuous real functions has a continuous sum
- A vector-valued function has a limit, or is continuous, if and only if each of its components does; with the algebra of continuous vector-valued functions
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Sources
- Lior Silberman, Fourier series and the Poisson summation formula (Math 604/613 notes, UBC) (standard reference, not scraped)
- Richard S. Laugesen, Harmonic Analysis Lecture Notes (arXiv:0903.3845) (standard reference, not scraped)
- Michael E. Taylor, Fourier Analysis, Distributions, and Constant-Coefficient Linear PDE (author PDF) (standard reference, not scraped)