Harmonic Analysis – Difference Equation for Discrete Harmonic Functions on Square Lattice

difference equationsharmonic functionsharmonic-analysislaurent-polynomials

A function $f:\mathbb Z^2 \rightarrow \mathbb R$ is said to be discrete harmonic if it satisfies the discrete Laplacian equation
$$
\Delta f(m,n) = f(m+1,n)+f(m-1,n)+f(m,n+1)+f(m,n-1)-4f(m,n) = 0~.
$$

Let $\mathcal F$ be the set of all discrete harmonic functions on the square lattice.

Question: Is there another difference equation with integer (equiv. rational) coefficients that is satisfied by all discrete harmonic functions?

If $D$ is a difference operator with integer coefficients, then any $f\in \mathcal F$ trivially satisfies
$$
(D\circ\Delta)f(m,n)=0~.
$$

My question is if there is a difference equation with integer coefficients satisfied by all $f\in\mathcal F$ that cannot be written as $D\circ \Delta$ for any $D$.

I can rephrase the above question as follows. Any function $f:\mathbb Z^2\rightarrow\mathbb R$ can be uniquely represented as
$$
\hat f(x,y) = \sum_{m,n\in\mathbb Z} f(m,n) x^m y^n~.
$$

The discrete Laplacian operator $\Delta$ can be associated with the Laurent polynomial
$$
p(x,y) = x + x^{-1} + y + y^{-1} – 4 \in \mathbb Z[x,x^{-1},y,y^{-1}]~.
$$

Then, any $f\in\mathcal F$ satisfies
$$
p(x,y) \hat f(x,y) = 0~.
$$

My question can be rephrased as follows:

Is there a $q(x,y)\in\mathbb Z[x,x^{-1},y,y^{-1}]$ that is not a multiple of $p(x,y)$, and
$$
q(x,y)\hat f(x,y)=0~,
$$

for all $f\in\mathcal F$?

Here, by a multiple of $p(x,y)$, I mean something of the form $r(x,y)p(x,y)$ where $r(x,y)\in\mathbb Z[x,x^{-1},y,y^{-1}]$.

Best Answer

$\DeclareMathOperator\u{\mathbf u}$$\DeclareMathOperator\e{\mathbf e}$I think I know how to answer my question. First, note that $p(x,y) = x^{-1}y^{-1} \tilde p(x,y)$, where $\tilde p(x,y) = (x-1)^2y+x(y-1)^2 \in \mathbb Z[x,y]$. More generally, any $q(x,y)\in\mathbb Z[x,x^{-1},y,y^{-1}]$ can be written as $q(x,y) = x^a y^b \tilde q(x,y)$ for some $a,b\in\mathbb Z$ such that $\tilde q(x,y)\in\mathbb Z[x,y]$. So, my question can be rephrased as follows:

Is there a $\tilde q(x,y)\in\mathbb Z[x,y]$ that is not divisible by $\tilde p(x,y)$ such that $\tilde q(x,y) \hat f(x,y)=0$ for any $f\in\mathcal F$?

I will show that the answer is no, i.e., any $\tilde q(x,y)$ that satisfies $\tilde q(x,y) \hat f(x,y)=0$ for any $f\in\mathcal F$ must be divisible by $\tilde p(x,y)$.


Choosing a lexicographic monomial order with $x\succ y$ for multivariate division, any $\tilde q(x,y)$ can be uniquely written as $$ \tilde q(x,y) = x^2\alpha(x) + x \beta(y) + \gamma(y) + \tilde r(x,y)\tilde p(x,y)~,\tag{1}\label{1} $$ where $\tilde r(x,y)\in\mathbb Z[x,y]$ and $\alpha(X),\beta(X),\gamma(X)\in\mathbb Z[X]$. Let $u$, $v$, and $w$ be the degrees of $\alpha(X)$, $\beta(X)$, and $\gamma(X)$ respectively, and let $$ \alpha(X) = \sum_{i=0}^u a_i X^i~,\qquad \beta(X)=\sum_{j=0}^v b_j X^j~,\qquad \gamma(X)=\sum_{k=0}^w c_k X^k~. $$ I will show that $a_i = b_j = c_k = 0$ if $\tilde q(x,y) \hat f(x,y)=0$ for all $f\in\mathcal F$.


Consider the function $$ f(m,n;t) = (-1)^m t^{-m+n} \left(\frac{1+t}{1-t}\right)^{-m-n}~. $$ It is easy to check that it is a discrete harmonic function on a square lattice for any $t\ne 0,\pm 1$ (see page 13 of this note for a related function). Now, using \eqref{1}, the equation $\tilde q(x,y) \hat f(x,y;t) = 0$ becomes $$ x_t^2 \alpha(x_t) + x_t \beta(y_t) + \gamma(y_t) = 0~, $$ where $x_t := t\left(\frac{1+t}{1-t}\right)$ and $y_t := t\left(\frac{1-t}{1+t}\right)$. Let $\nu := \max(v-1,w)$. Multiplying by $(1-t)^{u+2} (1+t)^\nu$ gives a polynomial in $t$ given by $$ \sum_{i=0}^u a_i t^{i+2} (1+t)^{\nu+i+2} (1-t)^{u-i} + \sum_{j=0}^v b_j t^{j+1} (1+t)^{\nu-j+1} (1-t)^{u+j+1} + \sum_{k=0}^w c_k t^k (1+t)^{\nu-k} (1-t)^{u+k+2} = 0~.\tag{2}\label{2} $$ Since this equation holds for any $t\ne0,\pm 1$, the polynomial in $t$ must vanish identically (even at $t=0,\pm1$).


We can write \eqref{2} as $$ \sum_{i=0}^u a_i \alpha_i(t;\u) + \sum_{j=0}^v b_j \beta_j(t;\u) + \sum_{k=0}^w c_k \gamma_k(t;\u) = 0~.\tag{3}\label{3} $$ where $\u:=(u,v,w)$. I will proceed by induction to show that the set $S(\u)$ of polynomials $\alpha_i(t;\u)$'s, $\beta_j(t;\u)$'s, and $\gamma_k(t;\u)$'s is linearly independent for any $\u$:

  • Base cases: For $\u=\mathbf 0$, $S(\mathbf 0)$ contains $$ \alpha_0(t;\mathbf 0) = t^2(1+t)^2~, \qquad \beta_0(t;\mathbf 0) = t(1-t^2)~,\qquad \gamma_0(t;\mathbf 0) = (1-t)^2~, $$ which are clearly linearly independent. Similarly, for $\u=(0,1,0)$, $S(0,1,0)$ contains $$ \alpha_0(t;\u) = t^2(1+t)^2~, \qquad \beta_0(t;\u) = t(1-t^2)~, \qquad \gamma_0(t;\u) = (1-t)^2~, \\ \beta_1(t;\u) = t^2(1-t)^2~, $$ which are also linearly independent.

  • Induction step: Assume that $S(\u)$ is linearly independent.

    1. For $\u+\e_1$, where $\e_1:=(1,0,0)$, $S(\u+\e_1)$ contains $$ \alpha_i(t;\u+\e_1) = \begin{cases} (1-t)\alpha_i(t;\u)~,&\text{for } i = 0,\ldots,u~, \\ t^{u+3} (1+t)^{\nu+u+3}~,&\text{for } i=u+1~, \end{cases} \\ \beta_j(t;\u+\e_1) = (1-t) \beta_j(t;\u)~,\quad\text{for } j = 0,\ldots,v~, \\ \gamma_k(t;\u+\e_1) = (1-t) \gamma_k(t;\u)~,\quad\text{for } k = 0,\ldots,w~. $$ Except for $\alpha_{u+1}(t;\u+\e_1)$, all the other polynomials are linearly independent because they are all $(1-t)$ times polynomials that are linearly independent by hypothesis. On the other hand, $\alpha_{u+1}(1;\u+\e_1)\ne0$, so it is linearly independent of the other polynomials, which vanish at $t=1$. Therefore, $S(\u+\e_1)$ is linearly independent.

    2. For $\u+\e_2$ and $\u+\e_3$, the above argument is a bit subtle. Instead, we can proceed as follows. Say $S(u,v_0,v_0-1)$ is a linearly independent set. Then $S(u,v_0,w)$ with $w<v_0-1$, and $S(u,v,v_0-1)$ with $v<v_0$ are also linearly independent sets because $S(u,v,v_0-1)\subset S(u,v_0,v_0-1)$ and $S(u,v_0,w)\subset S(u,v_0,v_0-1)$. So, all I need to show is that if $S(u,v_0,v_0-1)$ is linearly independent, then $S(u,v_0+1,v_0)$ is also linearly independent. This can be shown using an argument similar to the one above (it's only slightly more complicated).

Since the polynomials $\alpha_i(t;\u)$'s, $\beta_j(t;\u)$'s, and $\gamma_k(t;\u)$'s are all linearly independent for any $\u$, it follows from \eqref{3} that $a_i = b_j = c_k = 0$. Therefore, $\tilde q(x,y)$ is divisible by $\tilde p(x,y)$.

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