Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2024/iii/paper-106/3/solution

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 that
To prove it, form
This 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 of
Every 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 contains
If , choose an open convex neighbourhood of zero with . Applying the separation theorem to and gives with
Because , the supremum is nonnegative. After multiplying by a positive scalar, on while . Thus but . We conclude with the Bipolar theorem for a dual pair:

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