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I was reviewing the answer to this problem here and am trying to understand why condition 3 holds. That is: why does a real, continuous function in $\mathbb{R}^n $, where ()→ +∞ as ‖‖→+∞, have compact sublevel sets?

I can picture sublevel sets in a 2D plane, but I think I am getting confused when trying to interpret them in a higher dimension.

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  • Do you understand what “$f(x) \to +\infty$ as $\Vert x \Vert \to +\infty$” means? – Martin R Sep 24 '22 at 11:00
  • I'm thinking about it geometrically, so as the length of my vector gets larger and larger (going to infinity), my function is also going to infinity. – Math927 Sep 24 '22 at 11:06

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A sublevel set $f^{-1}[(-\infty,c]]$ is closed since $f$ is continuous and $(-\infty,c]\subseteq\mathbb{R}$ is closed.

The condition that $\lim\limits_{\lVert x\rVert\to\infty}f(x)=\infty$ enforces that $f^{-1}[(-\infty,c]]$ is bounded for all $c\in\mathbb{R}$ (think about what happens if $f^{-1}[(-\infty,c]]$ is unbounded for some $c\in\mathbb{R}$).

Since every sublevel set is closed and bounded, then by the Heine-Borel theorem, they are compact.

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