Closed convex hull of a compact set 2026-10-25
In a Banach space, the closed convex hull of a compact set is compact in the norm topology. Given , choose a finite -net for . Every convex combination of points of is within in norm of , by replacing its terms by their approximating . This finite-dimensional compact convex set has a finite -net, giving a finite -net for . Its closure is therefore totally bounded and complete, hence compact. Completeness of the ambient space is used at this last step.
We first prove the compact-domain Schauder fixed-point theorem. Let be a nonempty compact convex set in a Banach space , and let be a continuous map. The Brouwer fixed-point theorem states that every continuous map of a finite-dimensional closed unit ball into itself has a fixed point. By the homeomorphism proved in part (a)(ii), it applies equally to any nonempty finite-dimensional compact convex set, including a singleton.
For , use the supplied Schauder approximation lemma to obtain a finite-dimensional linear subspace and a continuous map with . The set is nonempty because it contains . It is a compact convex set, since a finite-dimensional linear subspace is closed. Restricting to and applying the Brouwer fixed-point theorem gives , and thusTake . The compactness of yields a convergent subsequence . The continuity of and the preceding estimate giveFor completeness, this also proves the version on a nonempty closed bounded convex set when is relatively compact. Let . The closed convex hull of a compact set in a Banach space is compact. To verify the fact needed here, cover by finitely many balls of radius . Replacing every term of a convex combination by a centre changes it by at most in norm. The convex hull of those finitely many centres is compact in a finite-dimensional linear subspace, so it has a finite net of radius . Thus is totally bounded. Its closure is complete and totally bounded, hence compact. Now , so the compact-domain result supplies a fixed point in .
Schauder fixed-point theorem 2026-10-24
Every continuous map from a nonempty compact convex set in a Banach space to itself has a fixed point. A useful equivalent form takes a nonempty closed bounded convex set and a continuous map whose image is relatively compact. To obtain this version from the compact-domain version, restrict to and use closed convex hull of a compact set.
For a proof on , the Schauder approximation lemma gives continuous maps with finite-dimensional and . The Brouwer fixed-point theorem on the nonempty compact convex set gives , so . A convergent subsequence as and the continuity of give an exact fixed point.