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I am working on a PDE problem. The goal is to connect the higher order energies of the Gross-Pitaevskii equation to those of the Korteweg-de-Vries equation. As these higher order energies are recursively defined polynomials, combinatorics come into play. I have determined a key combinatorial problem, a certain cancellation of recursively defined polynomials, and I know all the right coefficients to cancel them out in the way I want, having checked up to n = 11. I just can't to prove it. If one of you guys finds a solution, perhaps we can collaborate on a paper.

I will now present the problem and some of my approaches. I use $\land$ to denote the minimum and $\lor$ the maximum. I write $n \text{ mod } 2$ to mean $1$ if $n$ is odd, and $0$ otherwise.

The Problem.

We first define some coefficients:

\begin{align*} A(n, j) &= C_{n-j} \sqrt{2}^{1+j-n} (-1)^{\lfloor \frac{n+1}{2} \rfloor + \lfloor \frac{j}{2} \rfloor} , \end{align*} \begin{align*} P(l, n) &= (-1)^{\lfloor \frac{l}{2} \rfloor + \lfloor \frac{n}{2} \rfloor} (2 \sqrt{2})^{l - n} \begin{pmatrix} - \frac12 + \lfloor \frac{l}{2} \rfloor - n \\ l - n \end{pmatrix} , \end{align*} \begin{align*} Q(l, n) &= (-1)^{\lfloor \frac{l-1}{2} \rfloor + \lfloor \frac{n+1}{2} \rfloor} (2 \sqrt{2})^{l - n} \begin{pmatrix} - \frac12 - \lfloor \frac{n}{2} \rfloor \\ l - n \end{pmatrix} . \end{align*}

Here \begin{equation*} C_n = \frac{(2n)!}{n!(n+1)!} \end{equation*} are the Catalan numbers.

Now consider the polynomial ring $\mathcal{R} = \mathbb{C}[G_0^0, G_1^0, G_1^2]$. We define polynomials $G_n^k \in \mathcal{R}$ for $n \geq 0$ and $k \in [0, 2n]$. If $k$ is odd, then we also set $G_n^k = 0$. For even $k \geq 4$ and $n \geq 1$, we set \begin{align*} G_{n+1}^k &= \sum_{j=0}^n \sum_{m=0 \lor (k+2j-2-2n)}^{(2j) \land (k-2)} (n \text{ mod } 2 - (-1)^j) G_j^m G_{n-j}^{k-2-m} + \sum_{j=0}^n A(n, j) G_j^k \\ \end{align*}

The hypothesis is now any of the three following statements, which are more or less equivalent: Let $l \geq 0$ and $k \in [0, 2 l]$ be an even number.

  1. Define \begin{align*} E_l^k = \sum_{n = \frac{k}{2}}^l P(l, n) \, G_n^k. \end{align*} Then \begin{equation*} l \geq k+2 \Longrightarrow E_l^k = 0 \end{equation*}
  2. We may define the same $E_l^k$ by \begin{align*} E_l^k &= G_l^k + \sum_{n = \frac{k}{2}}^{(l - 1) \land (k + 1)} Q(l, n) \, E_n^k. \end{align*} Then \begin{equation*} l \geq k+2 \Longrightarrow E_l^k = 0 \end{equation*}
  3. Combining 1. and 2. leads to the following claim: If we fix a $k$, then the recursion in $n$ is solved by this exact formula, which depends on the first $k+1$ terms: \begin{equation*} l \geq k + 2 \Longrightarrow G_l^k = - \sum_{j = \frac{k}{2}}^{k + 1} G_j^k \sum_{n = j}^{k + 1} Q(l, n) P(n, j) \,. \end{equation*} Note also that \begin{equation*} \sum_{n = j}^l Q(l, n) P(n, j) = \delta_{l, n} \end{equation*} This means that the formula also holds trivially for $l < k + 2$, it is "consistent".

My Approaches.

The first thing I tried was to show 3. by induction. I used the definition of the $G_n^k$, applied formula 3. to the terms that appeared and tried to regroup everything to obtain formula 3. for my current term. I could not make this work, as there are many terms and they can't obviously be regrouped into what you want.

Then I tried generating functions and actually had some success.

Generating Functions.

Define \begin{align*} U_n^k = (-1)^n G_{2n}^{2k} \qquad \qquad k \in [0, 2n] \qquad \qquad U_0^0 \text{ given} \end{align*} \begin{align*} V_n^k = (-1)^n G_{2n+1}^{2k} \qquad \qquad k \in [0, 2n+1] \qquad \qquad V_0^0, V_0^1 \text{ given} \end{align*}

Then this solves

\begin{align*} U_{n+1}^k &= - 2 \sum_{j=0}^n \sum_{m=0 \lor (k-1-2n+2j)}^{(2j+1) \land (k-1)} V_j^m U_{n-j}^{k-1-m} + \sum_{j=0}^n C_{2n-2j} \sqrt{2}^{1+2j-2n} V_j^k + \sum_{j=0}^n C_{1+2n-2j} \sqrt{2}^{2j-2n} U_j^k \end{align*} \begin{align*} V_{n+1}^k &= - \sum_{j=0}^{n+1} \sum_{m=0 \lor (k-3-2n+2j)}^{(2j) \land (k-1)} U_j^m U_{n-j+1}^{k-1-m} - \sum_{j=0}^n \sum_{m=0 \lor (k-2-2n+2j)}^{(2j+1) \land (k-1)} V_j^m V_{n-j}^{k-1-m} + \sum_{j=0}^{n+1} C_{2n+2-2j} \sqrt{2}^{2j-2n-1} U_j^k + \sum_{j=0}^n C_{2n+1-2j} \sqrt{2}^{2j-2n} V_j^k \end{align*}

We want to rewrite this in terms of the generating functions \begin{align*} u(y, z) = \sum_{n, k} U_n^k y^n z^k \qquad \qquad v(y, z) = \sum_{n, k} V_n^k y^n z^k . \end{align*}

I haven't checked this computation many times yet, but I obtained:

\begin{align*} u(y, z) = u(y, z) \Big(2 - \sqrt{1 + 2 \sqrt{2} \sqrt{y}} - \sqrt{1 - 2 \sqrt{2} \sqrt{y}}\Big) + v(y, z) \sqrt{y} \Big(\sqrt{1 + 2 \sqrt{2} \sqrt{y}} - \sqrt{1 - 2 \sqrt{2} \sqrt{y}}\Big) - 2 u(y, z) v(y, z) y z \end{align*} \begin{align*} v(y, z) = v(y, z) \Big(2 - \sqrt{1 + 2 \sqrt{2} \sqrt{y}} - \sqrt{1 - 2 \sqrt{2} \sqrt{y}}\Big) + u(y, z) \frac{1}{\sqrt{y}} \Big(\sqrt{1 + 2 \sqrt{2} \sqrt{y}} - \sqrt{1 - 2 \sqrt{2} \sqrt{y}}\Big) - u(y, z)^2 z - v(y, z)^2 y z \end{align*} Unfortunately, I don't see how to rewrite one of the hypotheses 1., 2., or 3. in terms of these generating functions.

I would be very happy if anyone can tell me how difficult one should expect this problem to be, or maybe even solve it.

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  • $\begingroup$ Are $\vee$ and $\wedge$ bitwise OR and AND? Or maybe $\max$ and $\min$? $\endgroup$ Commented Jul 6, 2023 at 11:52
  • $\begingroup$ It is the min and max. I clarified it in the post, thanks. The limits of the sum over m can actually be dropped if you just set $G_n^k = 0$ for every "illegal" pair of $(n, k)$. $\endgroup$ Commented Jul 6, 2023 at 11:54
  • $\begingroup$ Even with the limits, I think you need to define $G_0^k = 0$ for even $k > 0$. But it seems empirically that this then gives $G_n^k = 0$ if $k > 2n$. $\endgroup$ Commented Jul 6, 2023 at 15:10
  • $\begingroup$ In the definition of $G^k_{n+1}$, there is a comma (",") between $A(n,j)$ and $G^k_j$; is this a specific notation or just a typo? $\endgroup$ Commented Jul 6, 2023 at 15:15
  • $\begingroup$ @Peter Taylor: If $k > 0$ then $k \not\in [0, 2*0]$, so $(n, k)$ is not a pair where $G_n^k$ is defined, i.e. we set it to zero. However if I put the limits correctly, such terms should not appear. The recursive definition only applies for $k \geq 4$ though, as the previous cases $k = 0$ and $k = 2$ are already given, i.e. the assumed variables from which we build polynomials. I'll add that. $\endgroup$ Commented Jul 6, 2023 at 15:34

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