Alphabeta Math
LemmaStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedjudge pass (gpt-5.6-terra)audited 2026-09-12
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  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
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Euclidean Gaussian transform with the 2π normalization

Statement

Assume countable choice. For n≥1, t>0, and ξ∈Rn, F(e−πt∣x∣2)(ξ)=t−n/2e−π∣ξ∣2/t. Every polynomial times a positive real Gaussian is absolutely integrable.

Facts & Assumptions

Given: n≥1, t>0 and The Axiom of Countable Choice (ACω).

[F1]

The real improper Gaussian integral equals π (The Gaussian integral ∫−∞∞e−x2 dx=π).

[F2]

Nonnegative convergent improper integrals agree with Lebesgue integrals under countable choice (A nonnegative improper Riemann integral on a half-line agrees with the Lebesgue integral).

[F3]

Exponential growth dominates each nonnegative integer power (The exponential dominates every fixed nonnegative integer power at +∞).

[F4]

Complex differentiation under the integral is valid under an integrable derivative majorant (Differentiation under the integral sign).

[F5]

Complex integration by parts on the line holds for integrable products and vanishing product boundaries; its finite-interval FTC also holds (Complex integration by parts on intervals and decaying lines).

[F6]

Absolutely integrable product integrals may be exchanged (Fubini's theorem for L^1 functions on a sigma-finite product).

[F7]

The C1 Lebesgue substitution formula uses the absolute determinant (A C^1 diffeomorphism satisfies the change-of-variables formula for L^1 functions).

[F8]

Euler's formula and real trigonometric derivatives give (e−2πixξ)ξ′=−2πixe−2πixξ (exp⁡(x+iy)=ex(cos⁡y+isin⁡y), ∣exp⁡(x+iy)∣=ex, and eiπ+1=0, The derivatives of sine and cosine are cosine and minus sine).

Proof

1.1F1F2F3F6F7given

For c>0 and integer m≥0, F3 bounds ∣x∣me−cx2/2 on the tails, and it is bounded on a compact middle interval by continuity. Thus ∣x∣me−cx2≤Ce−cx2/2. F1, F2 on both half-lines (reflect the negative half), and F7 give integrability of these majorants and ∫e−πx2 dx=1. In several dimensions bound a polynomial by a finite sum of monomials and factor the Gaussian; successive nonnegative integration gives the product of the finite one-dimensional bounds.

2.1F4F5F8step 1.1

Put G(ξ)=∫e−πx2e−2πixξ dx in dimension one. F4 applies on every frequency interval with derivative majorant 2π∣x∣e−πx2 from step 1.1. Hence G′(ξ)=−2πi∫xe−πx2e−2πixξ dx. Apply F5 to u=e−πx2 and v=e−2πixξ: both derivative products are integrable by step 1.1 and uv→0 at both ends. Since u′=−2πxu and v′=−2πiξv, it follows that ∫xuv=−iξG(ξ), and therefore G′=−2πξG.

3.1F2F5F6F7step 1.1step 2.1∎

The product rule gives (eπξ2G(ξ))′=0. Applying the finite-interval complex FTC to its real and imaginary parts shows this product is constant, equal to G(0)=1. Thus G(ξ)=e−πξ2. F6 tensors this formula in n coordinates; absolute integrability is supplied by step 1.1. Finally substitute y=t x using F7; the Jacobian is tn/2 and the frequency becomes ξ/t. This gives exactly the claimed formula. Countable choice is inherited from F2 and F7, and the argument uses neither later Schwartz theory nor a Fourier inversion theorem.

Depends on

Dependency tree · 2 levels

Sources