Separation by a Hyperplane
Two sets are separable if a nonzero linear functional orders them.
Separation by a Hyperplane
Let be a real vector space and let be nonempty.
We say that and can be separated by a hyperplane if there exists a nonzero linear functional such that
Geometrically, picking any with produces the hyperplane lying between the two sets; see the sup/inf characterization .