You could use the following topology: a set $V$ is closed if and only if for all $x\in V$ and $y\geq x$, $y\in V$. (Check for yourself that this gives a well-defined topology!)
This is very different from the order topology, though, and what follows does not generalize to the order topology when your poset is an ordered set.
Unless your order relation is trivial, in which case our topology will be discrete (check this!), the topology will not be Hausdorff, so the most you can ask for is quasi-compactness (every open cover has a finite subcover).
Then a "half-open" interval $\{x: x\leq b\}$ will be quasi-compact since any open set containing $b$ contains the whole set. The "closed" interval $\{x: a\leq x$, $x\leq b\}$ (which is not generally closed in this topology) will be quasi-compact, since it is relatively closed in the half-open interval. You'll notice that no completeness axiom was necessary for this argument.