Bipolar theorem for a dual pair Created 2026-09-24 Updated 2026-09-28
Dual pair in a monoidal category 2026-10-06
Objects with an evaluation morphism and a coevaluation morphism satisfying both snake identities. These are categorical duality data, distinct from the locally convex dual pair.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 106 3 Solution Created 2026-09-24 Updated 2026-09-25
The Hahn-Banach separation theorem for two convex sets states that if and are disjoint nonempty convex subsets of a real locally convex space and is open, then there are a continuous linear functional and a real number such thatTo prove it, formThis is open and convex and does not contain zero. The separation of a point and an open convex set, proved from the Minkowski functional and the Hahn-Banach theorem, gives a nonzero continuous with for every . Hence for all . Taking between and gives the stated form.
For a dual pair , the topology has a neighbourhood base at zero consisting ofEvery is continuous by definition. Conversely, if a linear functional is continuous, some such neighbourhood lies in . Therefore . Elementary linear algebra then gives . Thus
For a normed space , the weak topology is ; on the weak-star topology is , using the canonical image of in . If is reflexive, , so the weak and weak-star topologies on coincide. Conversely, if they coincide, every is weak-star continuous. The dual-pair result says that every such functional is evaluation at some , so is onto and is reflexive.
For , every and zero satisfy every inequality defining , so . The latter is an intersection of weakly closed convex half-spaces, hence containsIf , choose an open convex neighbourhood of zero with . Applying the separation theorem to and gives withBecause , the supremum is nonnegative. After multiplying by a positive scalar, on while . Thus but . We conclude with the Bipolar theorem for a dual pair: