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The transfer exponential basis

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4 The transfer exponential basis

Definition 4.1

For \(\lambda\in{\mathbb C}\) and \(0\leq j<N\), define

\[ {\mathsf E}_{N,j}(\lambda z) = {\mathcal B}_{N,j}(e^{\lambda z}) = \sum_{n\geq0}\frac{(\lambda z)^{Nn+j}}{(Nn+j)!}. \]

Theorem 4.2: Differential cycle and initial data

For \(1\leq j<N\),

\[ \frac{d}{dz}{\mathsf E}_{N,j}(\lambda z) = \lambda{\mathsf E}_{N,j-1}(\lambda z), \]

while

\[ \frac{d}{dz}{\mathsf E}_{N,0}(\lambda z) = \lambda{\mathsf E}_{N,N-1}(\lambda z). \]

Thus

\[ \frac{d^N}{dz^N}{\mathsf E}_{N,j}(\lambda z) = \lambda^N{\mathsf E}_{N,j}(\lambda z). \]

For \(0\leq k<N\),

\[ \left.\frac{d^k}{dz^k}{\mathsf E}_{N,j}(\lambda z)\right|_{z=0} = \delta_{kj}\lambda^j. \]

If \(\lambda\ne0\), the \(N\) functions \({\mathsf E}_{N,j}(\lambda z)\) form a basis of the solution space of \(y^{(N)}=\lambda^Ny\).

Proof of Theorem 4.2

Termwise differentiation gives the cyclic derivative formulas. One full cycle contributes \(\lambda^N\). The first nonzero term of \({\mathsf E}_{N,j}(\lambda z)\) is \((\lambda z)^j/j!\), which gives the initial data. The initial value vectors are linearly independent when \(\lambda\ne0\). The solution space of an order \(N\) constant coefficient equation has dimension \(N\), so these functions form a basis.

Corollary 4.3: Wronskian of the transfer basis

Assume \(N\geq2\). For \(\lambda\ne0\), the Wronskian of the ordered basis

\[ {\mathsf E}_{N,0}(\lambda z),\ldots,{\mathsf E}_{N,N-1}(\lambda z) \]

is the constant

\[ \lambda^{N(N-1)/2}. \]

Proof of Corollary 4.3

At the origin, the derivative matrix is diagonal with entries

\[ 1,\lambda,\ldots,\lambda^{N-1}. \]

For an explicit determinant proof, write each basis function as a finite sum of exponentials with exponents \(a_\ell=\lambda\omega^\ell\). Its derivative matrix factors as

\[ W(z)=V\,\operatorname{diag}(e^{a_\ell z})\,C, \qquad V_{k\ell}=a_\ell^k, \]

where \(C\) is the constant matrix of Fourier weights. Thus

\[ \det W(z)=e^{z\sum_\ell a_\ell}\det W(0)=\det W(0), \]

because \(N\geq2\) implies \(\sum_\ell\omega^\ell=0\). The product of the diagonal initial values is the stated power of \(\lambda\).

Corollary 4.4: Addition law

For \(0\leq k<N\),

\[ {\mathsf E}_{N,k}(\lambda(z+w)) = \sum_{\substack{0\leq i,j<N\\ i+j\equiv k\bmod N}} {\mathsf E}_{N,i}(\lambda z){\mathsf E}_{N,j}(\lambda w). \]

Proof of Corollary 4.4

Expand \(e^{\lambda(z+w)}=e^{\lambda z}e^{\lambda w}\) as a bivariate power series. A term \(z^a w^b\) contributes to the \(k\)th section exactly when \(a+b\equiv k\bmod N\). Grouping first by \(i\equiv a\bmod N\) and \(j\equiv b\bmod N\) gives the displayed sum.

The basis also has a scalar hypergeometric form.

Theorem 4.5: Hypergeometric form

Let

\[ A_{N,j} = \left\{ \frac{j+m}{N} \mathrel{:} 1\leq m\leq N \text{ and } j+m\ne N \right\}. \]

Then

\[ {\mathsf E}_{N,j}(\lambda z) = \frac{(\lambda z)^j}{j!} {}_0F_{N-1} \left( \begin{matrix}-\\ A_{N,j}\end{matrix} \mathrel{,} \frac{(\lambda z)^N}{N^N} \right). \]

Proof of Theorem 4.5

The multiplication formula for the gamma function gives

\[ (Nn+j)! = j!N^{Nn}n! \prod_{a\in A_{N,j}}(a)_n. \]

Indeed, the \(N\) Pochhammer factors supplied by the multiplication formula are \(((j+m)/N)_n\) for \(1\leq m\leq N\); the excluded factor is \(((j+N-j)/N)_n=(1)_n=n!\). Insertion into the defining series gives the stated hypergeometric expansion.

Example 4.6

For \(N=1\), the only section is \(e^{\lambda z}\). For \(N=2\),

\[ {\mathsf E}_{2,0}(z)=\cosh z, \qquad {\mathsf E}_{2,1}(z)=\sinh z. \]

These are classical instances of the same cyclic basis.

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