Separation via Sup/Inf Inequality

Hyperplane separation is equivalent to sup_{Ω1}f ≤ inf_{Ω2}f for some f≠0.
Separation via Sup/Inf Inequality

Let XX be a real and let Ω1,Ω2X\Omega_1,\Omega_2\subset X be nonempty.

Proposition: The sets Ω1\Omega_1 and Ω2\Omega_2 can be if and only if there exists a nonzero linear functional f:XRf:X\to\mathbb{R} such that

supxΩ1f(x)infyΩ2f(y). \sup_{x\in\Omega_1} f(x)\le \inf_{y\in\Omega_2} f(y).

Context: This equivalence is often used because it replaces a pointwise inequality (“for all xx and yy”) with a single inequality between two real numbers. In the notes, the existence of sup\sup and inf\inf is justified using completeness of R\mathbb{R}.