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Given a polynomial $p: \mathbb{R}^2 \rightarrow \mathbb{R}$ in two real variables where $p(x,y) \geq 0$ for all $x, y \in \mathbb{R}$, must $p$ be coercive?

Note that the definition of coercive that I am using is that for any function $f: \mathbb{R}^n \rightarrow \mathbb{R}$, $$\lim_{||x|| \rightarrow \infty} f(x) = \infty.$$

I think any such nonnegative polynomial must be coercive. My attempt at the proof is below:

Let $p(x_1,x_2)$ be a polynomial of the form $$p(x_1,x_2) = a_0 + a_1 x_1 + a_2 x_1^2 + \cdots + a_n x_1^n + b_1 x_2 + \cdots + b_m x_2^m.$$ By the assumption of nonnegativity for all $x_1$ and $x_2$, $a_i, b_j \geq 0$ for all $i, j$. Taking the limit, $$\lim_{||x|| \rightarrow \infty} p(x_1, x_2) = a_0 + \lim_{||x|| \rightarrow \infty} a_1 x_1 + \cdots a_n x_1^n + \cdots + b_1 x_2 + \cdots + b_m y^m = \infty.$$

Is that all that is necessary, or am I missing something important?

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  • $\begingroup$ Can't you also have terms like $x_1^kx_2^j$? $\endgroup$
    – Randall
    Jul 24, 2019 at 1:11

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$p(x,y) = x^2$ is not coercive, because as $t \to \infty$, $\|(0,t)\| \to \infty$ but $p(0,t) = 0$.

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