Eigenvectors of Fourier transform operator #F:L^2\to L^2#

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SUMMARY

The discussion focuses on finding an orthogonal basis of eigenvectors for the Fourier transform operator ##F : L_2(\mathbb{R}) \to L_2(\mathbb{R})##, specifically using Hermite functions as outlined by A.N. Kolmogorov and S.V. Fomin in their work on functional analysis. The key equation under consideration is ##\frac{d^2f}{dx^2}-x^2f=\mu g##, which leads to the identification of polynomials ##P_n## that satisfy this equation for specific eigenvalues. The eigenvectors are expressed as ##P_n e^{-x^2/2}##, with eigenvalues ##\pm\sqrt{2\pi}## and ##\pm i\sqrt{2\pi}##. The discussion seeks clarification on the relationship between the fourth roots of ##4\pi^2## and the eigenvalues derived from the operator's action on these functions.

PREREQUISITES
  • Understanding of Fourier transform operators in functional analysis.
  • Familiarity with Hermite functions and their properties in ##L_2(\mathbb{R})##.
  • Knowledge of differential equations, particularly second-order linear equations.
  • Basic concepts of eigenvalues and eigenvectors in the context of linear operators.
NEXT STEPS
  • Study the properties of Hermite functions in relation to the Fourier transform.
  • Explore the implications of the differential equation ##\frac{d^2f}{dx^2}-x^2f=\mu g## on eigenvector solutions.
  • Investigate the relationship between the eigenvalues of the Fourier transform operator and their geometric interpretations.
  • Review Kolmogorov and Fomin's "Elements of the theory of functions and functional analysis" for deeper insights into their methodology.
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Mathematicians, physicists, and students specializing in functional analysis, particularly those interested in the properties of Fourier transforms and eigenvalue problems in Hilbert spaces.

DavideGenoa
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Hi, friends! In order to find an orthogonal basis of eigenvectors of the Fourier transform operator ##F : L_2(\mathbb{R})\to L_2(\mathbb{R}),f\mapsto\lim_{N\to\infty}\int_{[-N,N]}f(x)e^{-i\lambda x}d\mu_x## for Euclidean separable space ##L_2(\mathbb{R})##, so that ##F## would be represented by an infinite diagonal matrix, A.N. Kolmogorov and S.V. Fomin, in their Элементы теории функций и функционального анализа (Elements of the theory of functions and functional analysis), pp. 442-445 here, use functions that are, up to a constant factor, the Hermite functions, which I know to constitute an orthogonal basis of ##L_2(\mathbb{R})##.

While looking for such an orthogonal basis of eigenvectors, Kolmogorov and Fomin search for Schwartz functions, belonging to ##S_\infty\subset L_2(\mathbb{R})##, which is dense everywhere, in the form ##w(x)e^{-x^2/2}## where ##w## is a polynomial, satisfying the equation
##\frac{d^2f}{dx^2}-x^2f=\mu g\quad\quad\text{equation }(3)##
where ##\mu## is a constant, which may well be not the same for all solutions. Such an equation change into ##\frac{d^2g}{d\lambda^2}-\lambda^2g=\mu f## when acted upon by operator ##F##, where I have written ##g:= F(f)##. It is shown that the polynomials ##w## of such (Hermite up to a constant factor) functions satisfy equation (3) for ##\mu=-(2n+1)## when ##\deg w=n## (let us call such a polynomial ##P_n##) and they have non-null coefficients ##a_k## of the variable ##x^k## only for the ##k##'s of the same oddity of ##n##. It had also previously proved (p. 401) that ##P_n## is, up to a constant, ##(-1)^ne^{x^2}\frac{d^n e^{-x^2}}{dx^n}## (I am writing this in the case it can be used to prove that ##P_n(x)e^{-x^2/2}## defines an eigenvector of ##F##).

Kolmogorov-Fomin's says that the fact that the ##P_ne^{-x^2/2}## are eigenvectors of ##F## and their eigenvalues are ##\pm\sqrt{2\pi}##, ##\pm i\sqrt{2\pi}## derives from the following fact:

1. Equation (3) is invariant with respect to transformation ##F##.
2. Equation (3) has got, up to a constant factor, one solution of the form ##P_ne^{-x^2/2}##.
3. The Fourier transform maps ##x^ne^{-x^2/2}## to ##i^n\sqrt{2\pi}\frac{d^n}{dx^n}e^{-x^2/2}## (as [I knew][3], by using the fact that ##F[e^{-x^2/2}](\lambda)=\sqrt{2\pi}e^{-\lambda^2/2}##).

The proof of this derivation contained in the book only says that ##F^4[P_n e^{-x^2/2}]=4\pi^2 P_n e^{-x^2/2}##, which I know to be true for all #f\in L_2(\mathbb{R})#, but I could not see how this is related to the fact that the eigenvalues are the fourth roots of ##4\pi^2##. I have found some resources talking about the topic on line, but nothing using Kolmogorov-Fomin's argument, which I would like to understand... Does anybody understand and can explain it? I heartily thank you!

P.S.: If it were useful to understand what Kolmogorov-Fomin's says, I know that ##\forall f\in S_\infty##, ##k\in\mathbb{N}## ##F[f^{(k)}](\lambda)=(i\lambda)^kF[f](\lambda)## and ##\frac{d^k}{d\lambda^k}F[f](\lambda)=(-i)^kF[x^k f](\lambda)##.
 
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Davide, just a suggestion: make the question more concise and then maybe do a second post with additional content, or wait until someone asks a followup. This may improve your chances of getting an answer.
 

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