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 be a real vector space and let be nonempty.
Proposition: The sets and can be separated by a hyperplane if and only if there exists a nonzero linear functional such that
Context: This equivalence is often used because it replaces a pointwise inequality (“for all and ”) with a single inequality between two real numbers. In the notes, the existence of and is justified using completeness of .