Theorem. Hermite diagonalization [fdip-007U]
Theorem. Hermite diagonalization [fdip-007U]
For the Gaussian transfer operator, define \[\begin {aligned} \cosh \omega &=1+\frac {m^2}{2w},& \omega &>0,\\ q&=e^{-\omega },& s&=w\sinh \omega ,\\ \lambda _0&=\sqrt {\frac {2\pi }{w}}e^{-\omega /2}. \end {aligned}\] Define the probabilists' Hermite polynomials \(\operatorname {He}_n\) by the generating function \[e^{uz-z^2/2} =\sum _{n=0}^\infty \operatorname {He}_n(u)\frac {z^n}{n!},\] and put \[h_n^s(x)=\left (\frac {s}{\pi }\right )^{1/4} \frac {\operatorname {He}_n(\sqrt {2s}\,x)}{\sqrt {n!}} e^{-sx^2/2}.\] These functions form an orthonormal basis of \(L^2(\mathbb R,dx;\mathbb C)\), and \[Th_n^s=\lambda _0q^nh_n^s\qquad (n\ge 0).\] Consequently \(T\) is positive, injective and trace class, with \(\|T\|=\lambda _0\) and \(\operatorname {Tr}T=\lambda _0/(1-q)\). The normalized operator \(\widehat T=T/\lambda _0\) is an injective positive contraction.
The calculation is a direct diagonalization of
Definition [fdip-007T]. TauCeti's
TauCeti.hermiteHilbertBasis and
TauCeti.coe_hermiteHilbertBasis
supply the complete orthonormal Hermite basis at \(s=1\), with
exactly the probabilists' normalization used here. The unitary
dilation \(f(x)\mapsto s^{1/4}f(\sqrt {s}\,x)\) gives the displayed
basis for general \(s>0\). These references support the basis;
the kernel eigenvalues and transfer properties are proved above.