The weak topology is the coarsest topology making every bounded linear functional continuous. A neighbourhood basis at consists of sets for finite families in .
Mazur theorem says that for any convex subset of a real or complex normed vector space,
The norm closure is convex. If is outside it, the Hahn-Banach separation theorem gives a bounded linear functional and a real with . In the real case omit the real part. Thus has a weak neighbourhood missing , proving that the weak closure lies in the norm closure. The other inclusion follows because the weak topology is weaker than the norm topology. In the complex case real separation is converted to a complex functional by .
The sequential formulation, Mazur lemma, follows as well. If , then lies in the weak closure of each tail and hence in the norm closure of its convex hull. Select a finite convex combination of the th tail at norm distance less than from .
A weakly bounded set satisfies for every . Regard as a pointwise bounded family of functionals on . The completeness of the dual space holds even if is incomplete: a norm-Cauchy sequence of functionals has a pointwise bounded linear limit and then converges uniformly on the unit ball. The Uniform boundedness principle therefore gives , and proves norm boundedness.
One can see the precise Baire argument here. The closed sets cover the Banach space . The Baire category theorem makes some contain a ball , after shrinking the radius. For , both and lie in , so . Scaling and the dual norm formula yield . A weakly compact set is weakly bounded because each functional has compact, hence bounded, image. Consequently it is norm bounded.
For a Banach space, let be its canonical isometry. We use two explicitly stated weak-star facts: Banach-Alaoglu theorem makes a dual unit ball weak-star compact, and Goldstine theorem makes weak-star dense in . The weak topology on is carried by to on its image, since their coordinates are the same evaluations .
If is a reflexive Banach space, and Banach-Alaoglu proves weak compactness. Conversely, if is weakly compact, its image is weak-star compact and hence closed in the Hausdorff space . Goldstine density then forces , which implies . This proves the weak compactness characterization of reflexivity:
Finally let be weakly compact and let separate points. If is empty there is nothing to prove; otherwise define
The summands are bounded by and separation makes only for . The coordinate maps are weakly continuous, so the series, being uniformly convergent, makes the identity from weak to metric continuous. A continuous bijection from a compact space to a Hausdorff space is a homeomorphism. Thus induces precisely the weak topology on , the countable separating family metrizes a weakly compact set result. No norm-density of the separating family in is claimed or required.
Put . The nonemptiness of gives . By Mazur theorem, a norm-closed convex set is weakly closed. This applies to both and every closed norm ball.
For , the sets are nonempty by the definition of the infimum, weakly closed and nested. They all lie in the weakly compact set , by the weak compactness characterization of reflexivity. Hence they have the finite intersection property, and compactness gives . Then and for every , so
This proves the norm minimizer in a closed convex subset of a reflexive Banach space assertion without assuming sequential weak compactness. It includes ; uniqueness is not asserted without an additional condition such as strict convexity of the norm.
Write for . Every summand in is nonnegative and at most , so the series converges. Symmetry is immediate. If , then for every . For arbitrary , choose a sequence of converging to in operator norm. Since is fixed, . The continuous dual space separates points, so .
The function is increasing and subadditive:
Combining this with the triangle inequality for each and summing proves the triangle inequality for . Hence is a metric on .
Suppose first that converges weakly to , meaning that
For each fixed , the th summand of tends to zero. A finite-head and geometric-tail estimate, using that every summand is bounded by , then gives .
Conversely, if , each nonnegative summand tends to zero, and therefore
for every . Given and , choose with . Since ,
Taking the limit superior and then letting proves weak convergence. Thus
The same approximation argument for neighbourhoods shows that induces the weak topology on , as in the metrization of the weak topology on a bounded set.
If is conjugate to , the given duality of sequence spaces applied twice gives
so is a reflexive Banach space. Its closed unit ball is weakly compact by the weak compactness characterization of reflexivity. Since induces that topology on ,
Suppose first that is separable, and choose a norm-dense sequence in its unit ball. On the dual unit ball define
Uniform boundedness on the unit ball and density of the show that this metric induces the weak-star topology. Conversely, if is weak-star metrizable, the Banach-Alaoglu theorem makes it a compact metric space. Hence is separable. The evaluation map
is an isometry by the Hahn-Banach theorem. A subspace of a separable metric space is separable, so is separable. This proves the weak-star metrizability criterion for a dual ball.
If has a countable weakly dense subset , the rational linear span of is weakly dense. Its norm closure is a convex set, so Mazur theorem says that its weak and norm closures agree. Thus is norm separable. The weak-star compact metric ball consequently has a countable weak-star dense subset, and the union of its integer dilates is weak-star dense in . Therefore is weak-star separable.
It need not be weakly separable. Take , whose dual is . A weakly separable normed space is norm separable by the preceding convex-closure argument, whereas is not norm separable.
If the Banach space is reflexive, its closed unit ball identifies with the weak-star compact ball of , hence is weakly compact. Conversely, if is weakly compact, its canonical image is weak-star compact and therefore weak-star closed in . Goldstine theorem says it is weak-star dense in , so
Scaling proves that is surjective and is reflexive. This is the weak compactness characterization of reflexivity.
The Krein-Milman theorem says that a nonempty compact convex subset of a locally convex space is the closed convex hull of its extreme points. For reflexive , the ball is weakly compact, so
where weak and norm closure agree for the convex hull by Mazur's theorem.
For the final claim, let be the set of functions with the mean-value property. It is a compact convex subset of the product . If is extreme, its four unit translates also lie in , and the mean-value identity writes as their average. Extremality forces every translate to equal , so is constant. Every extreme point is therefore constant. Krein--Milman now makes every member of a limit of convex combinations of constant functions, and hence constant. This is the bounded harmonic function theorem on the integer lattice.