A bounded linear operator between Banach spaces is a weakly compact operator exactly when its second adjoint takes values in the canonical copy of inside . The Goldstine theorem proves necessity; the Banach-Alaoglu theorem, continuity of the second adjoint, and the Mazur theorem prove sufficiency.
Compact norming dual-pair criterion Created 2026-09-28 Updated 2026-10-07
Let separate points of a Banach space . If the closed unit ball of is compact for and has the norm inherited from , then the evaluation map is an isometric isomorphism. Goldstine theorem makes its unit-ball image weak-star dense, while the assumed compactness makes that image closed.
For a finite-dimensional vector subspace and , exact interpolation on is possible by an of norm less than . The restriction map is onto and open. Separation of the image of the radius- open ball would contradict . Scaling the interpolant slightly back into the closed unit ball proves the Goldstine theorem.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 6 2 ii Solution Created 2026-10-03 Updated 2026-10-06
Consider the restriction operatorIt is onto: otherwise its range, a vector subspace of the finite-dimensional vector space , would have a nonzero annihilator in . That annihilator would be an vanishing on all of , so , a contradiction. Moreover is open. To see this directly, choose preimages of a basis of ; they define a linear right inverse , continuous because its domain is finite-dimensional. Small changes of an image can then be lifted by small changes using .
Put and . It is open and convex in . If , the Hahn-Banach separation theorem gives a nonzero real linear functional on , represented by some , such thatBut , contradicting . Therefore , and the finite-dimensional interpolation form of Goldstine's theorem yieldsIf one simply takes .
To recover the Goldstine theorem, start with and finitely many tests . Apply the result to their span with a small parameter . The resulting need not lie in , but does. For every test,Choosing sufficiently small puts in any prescribed basic weak-star neighborhood. This proves the asserted weak-star density of the closed unit ball. The reverse inclusion follows because is weak-star closed, being the intersection of the conditions for .
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 6 2 i Solution Created 2026-10-03 Updated 2026-10-06
The weak-star topology is the topology of pointwise convergence on . A basic neighborhood of has the formLet be the canonical embedding into the bidual, . It is an isometry. The Goldstine theorem says thatHere both balls are closed unit balls. Thus approximation is by finitely many dual evaluations at a time; the theorem does not assert norm density in the bidual space.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 6 2 Solution Created 2026-10-03 Updated 2026-10-06
The weak topology on a normed vector space is , the coarsest topology making every bounded linear functional continuous. A neighbourhood base at is given by finitely many inequalities , with . In the complex case, separation uses real parts of bounded linear functionals.
Mazur theorem states that the weak closure of a convex set equals its closure in the norm topology. The weak topology is coarser than the norm topology, so the norm closure is contained in the weak closure. Conversely, if is outside the norm closure of a convex set , the Hahn-Banach separation theorem gives and with . The corresponding weak topology neighbourhood of misses , so is outside its weak closure. This proves Mazur theorem, including the empty-set case. In particular, if converges weakly to , then is in the weak closure of every tail and therefore in the norm closure of its convex hull. Choosing a finite convex combination of the th tail within of proves the usual Mazur lemma formulation as well.
The weak-star topology on the continuous dual space is : convergence means pointwise convergence on , and a neighbourhood base prescribes finitely many evaluation inequalities. The Banach-Alaoglu theorem states that the closed unit ball of is compact in this weak-star topology, even if is incomplete. Embed this closed unit ball intowhere or . Each factor is compact, so is compact by the Tychonoff theorem. Inside , the equations and define a closed set. Every such point defines a linear functional satisfying , hence belongs to the closed unit ball of . Thus this image is closed in . The product topology on it is exactly the weak-star topology, proving Banach-Alaoglu theorem. Evaluations also separate its points, so the weak-star topology is Hausdorff.
For the canonical embedding into the bidual , we have . Restricting all evaluations at therefore gives exactly . Thus the induced subspace topology is the weak topology on .
Now identify with . Let be a bounded convex set, write for its norm closure in , and let be its weak-star topology closure in . Boundedness places in a multiple of the closed unit ball of , so is compact by Banach-Alaoglu theorem. The preceding subspace topology identification and Mazur theorem giveIf is a weakly compact set, its image in the Hausdorff weak-star topology is compact and therefore closed. It contains , so . Conversely, if , the displayed identity gives , and its compactness is precisely weak compactness in . Hence . This argument also covers .
For a bounded linear operator , its Banach-space adjoint is , defined by . Evaluation at any fixed is thus evaluation at after applying . Each is continuous in the relevant weak-star topology, proving that is weak-star continuous. Applying the same result to shows that is weak-star continuous. Direct evaluation gives
Use for the closed unit ball; using the open ball gives the same norm closure of . Goldstine theorem says that is weak-star dense in . Put . It is compact and closed in the weak-star topology by Banach-Alaoglu theorem and the established continuity. It contains . Conversely, Goldstine theorem gives, for every , a net from converging weak-star to ; its image converges weak-star to . ConsequentlyApply the preceding bounded convex set criterion in , and then scale the closed unit ball. We obtain the bidual characterization of weakly compact operators:The canonical embedding into the bidual on the right specifies exactly which copy of is intended.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 106 5 Created 2026-10-03 Updated 2026-10-06
Use the canonical embedding into the bidual . It is an isometry by the Hahn-Banach theorem. The weak-star topology , restricted to , is exactly the weak topology : both are determined by the same scalar evaluations . Therefore if is a weakly compact set, is compact in the Hausdorff weak-star topology of , and hence is closed for the weak-star topology. This explains the first assertion without treating the whole embedded space as weak-star closed.
For a bounded linear operator , its Banach-space adjoint isFor each , the scalar evaluation is weak-star continuous on . These are exactly the defining evaluations of the weak-star topology on , so is weak-star-to-weak-star continuous. Equivalently, if , then for every .
The Goldstine theorem states that is dense in for , where the balls are closed unit balls. The Banach-Alaoglu theorem states that for any normed vector space , the closed dual unit ball is compact for . Neither assertion claims norm compactness or, in general, sequential compactness.
For the weakly compact operator equivalences below, identify and with their canonical images only when stated. In particular, the range condition means . We shall prove , . The key identities, obtained by evaluating on , are
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 106 5 i Solution Created 2026-10-03 Updated 2026-10-06
Weak compactness forces the second adjoint to take values in . Suppose is weakly compact in . By the first observation, is closed for the weak-star topology in . The second adjoint is weak-star-to-weak-star continuous, by the adjoint-continuity argument applied to .
Thus is closed for the weak-star topology in . The identity makes it contain . The Goldstine theorem therefore givesScaling any into the closed unit ball provesThis is the forward direction of the bidual characterization of weakly compact operators.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 106 2 a Solution Created 2026-10-03 Updated 2026-10-05
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 defineThe 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.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 106 3 Solution Created 2026-10-03 Updated 2026-10-05
The weak-star topology is the coarsest topology making continuous for every . Its basic neighbourhoods of zero impose finitely many inequalities .
Suppose first that zero had a countable neighbourhood base in the entire dual. Choose a basic neighbourhood controlled by a finite set , and let . Given , the neighbourhood contains some , hence . If , the Hahn-Banach theorem supplies a bounded linear functional which vanishes on but has . Indeed, the finite-dimensional span is closed, and the functional taking to on its sum with is bounded because . Every scalar multiple of lies in , contradicting . Thus , and has countable Hamel dimension.
If is infinite-dimensional, every finite-dimensional is closed and has empty interior. Completeness rules out their union. For clarity, the Baire category theorem needed here has a direct nested-ball proof: inside a starting open ball choose a closed ball missing , then inside its interior choose a closed ball missing , and continue with positive radii tending to zero. The centres are Cauchy; their limit belongs to every ball and to none of the , a contradiction. A metric topology would have a countable ball base at zero. HenceThis is the weak-star topology on an entire infinite-dimensional Banach dual is not metrizable result. It does not contradict weak-star metrizability of the dual ball for a separable predual: that assertion concerns a bounded subset.
The Banach-Alaoglu theorem states that is compact for for every normed vector space , whether complete or not. Embed it in the product by its evaluations. Each factor is compact, so Tychonoff theorem makes the product compact Hausdorff. The equations expressing additivity and scalar homogeneity define a closed subset of the product. Its elements are exactly the bounded linear functionals of norm at most one, since the coordinate bounds give . The induced product topology is precisely weak-star, proving the theorem.
The theorem printed as “Goldstein” is the standard Goldstine theorem: is weak-star dense in for the canonical embedding into the bidual. To prove it, fix and . The set is convex. If were outside its closure, finite-dimensional Hahn-Banach separation theorem would supply coefficients such that, for ,The real case omits real parts; in the complex case every real-linear separating functional on has the displayed form. The supremum equals the dual norm by multiplying vectors by signs or unimodular scalars. The strict inequality contradicts . Thus , which is exactly approximation on every prescribed finite family of weak-star coordinates.
Now take with its compact Hausdorff weak-star topology. For each , the evaluation is continuous on , and Hahn-Banach theorem gives . Thereforeis the isometric evaluation embedding into continuous functions on a compact dual ball, over the same scalar field as .
For the final sequential assertions, choose a norm-dense sequence in the separable dual and suppose . Each bounded scalar sequence has a convergent subsequence: divide a bounding interval or square into finitely many smaller closed pieces, repeatedly retain one containing infinitely many terms, and let the diameters tend to zero. Successive extraction for , followed by a diagonal subsequence , makes every converge.
If the conclusion is immediate. Otherwise, for any and , choose with . For sufficiently large ,Thus exists for every . Taking limits proves linearity, and provesThis diagonal argument includes the continuity estimate rather than appealing to a sequential compactness theorem.
If is not reflexive, choose , scaling a bidual element outside if necessary. The Goldstine theorem proved above supplies with for . Norm density and the bound extend this convergence to every . Hence weak-star. Every subsequence has the same coordinate limits, so a weakly convergent subsequence with limit would give , a contradiction. This sequential Goldstine approximation for a separable dual provesThe construction uses the Goldstine proof already given, not an unproved weak sequential compactness result.
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 106 2 a Solution 2026-09-28
Goldstine theorem states that the canonical image of the closed unit ball of a normed vector space is weak-star dense in .
The Banach-Alaoglu theorem states that is compact in the weak-star topology. To prove it, map each to its values inEvery factor is compact, so Tychonoff theorem makes compact. The image of is cut out by the closed linearity conditionsand is therefore closed in . The product topology restricted to this image is exactly pointwise convergence on , namely the weak-star topology. Hence the ball is compact.
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 106 2 b Solution 2026-09-28
For , integrate the stated scalar inequality to obtain the Clarkson inequalityIf belong to the unit ball and , thenThus is uniformly convex.
Now let be uniformly convex. It is enough to show that every lies in the canonical image of . Given , choose the corresponding uniform-convexity constant , and choose with . If both satisfy , thenso . By Goldstine theorem, every weak-star neighbourhood of contains some with . Directing these neighbourhoods produces a norm-Cauchy net ; completeness gives , and weak-star convergence then gives . Scaling handles the whole bidual ball, so is reflexive.
For , uniform convexity therefore makes reflexive. If , its conjugate exponent is greater than two, so is reflexive. Since and a Banach space whose dual is reflexive is itself reflexive, is reflexive for every .
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 106 3 a Solution 2026-09-28
The weak topology is the coarsest topology on for which every bounded linear functional in is continuous. Thus every is weakly continuous. Conversely, if a linear functional is weakly continuous at zero, some basic weak neighbourhood gives and such thatIt follows that , and elementary linear algebra then gives .
To prove Mazur theorem, let be norm-closed and convex and let . The Hahn-Banach separation theorem strictly separates from by some member of . The corresponding open half-space is weakly open, contains , and misses . Thus is weakly closed.
If is reflexive, the Banach-Alaoglu theorem makes weak-star compact, and the canonical identification transports this to weak compactness of . Conversely, if is weakly compact, then is weak-star compact and hence weak-star closed in . Goldstine theorem says it is weak-star dense there, so it equals and is reflexive.
When is reflexive, weak and weak-star topologies coincide on , so Banach–Alaoglu makes weakly compact and is reflexive. If is closed, then is a weakly closed subset of , hence weakly compact. The quotient map sends a suitable weakly compact ball of onto the unit ball of , which is therefore weakly compact. Thus and are reflexive as well.
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 106 5 a Solution 2026-09-28
Let be the Minkowski functional of . Openness, convexity, and make sublinear, with for and . Define a linear functional on by . The real Hahn-Banach theorem extends it to with . Hence
Apply this separation to the open ball of radius and rescale to obtain with . For a closed subspace , apply it toThe separator must vanish on because contains every translate along , and normalization gives
Let be finite-dimensional and . ConsiderIf did not belong to , finite-dimensional strict separation would produce some withcontradicting . Thus there is with and for every .
Given a basic weak-star neighbourhood of in , apply this result to the finite-dimensional span of its defining functionals and then replace by . As , the resulting points of enter that neighbourhood. Hence is weak-star dense in , proving Goldstine theorem.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 106 3 Solution 2026-09-28
Suppose first that is separable, and choose a norm-dense sequence in its unit ball. On the dual unit ball defineUniform 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 mapis 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 , soScaling 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, sowhere 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.
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 106 4 a Solution Created 2026-09-28 Updated 2026-10-03
- if is nonempty open convex and , there are a continuous linear functional and with for every ;
- if is closed convex and , there are and with ;
- if is compact convex, is closed convex, and , there are and with , after changing the sign of if needed.
The Banach-Alaoglu theorem says that the closed unit ball of is compact in . Goldstine theorem says that the canonical image of the closed unit ball of a normed space is weak-star dense in the closed unit ball of .
Give its norm inherited from and defineIt is linear and contractive, and it is injective because separates points. Goldstine's theorem followed by restriction from to shows that is weak-star dense in : a functional on first extends norm-preservingly to , and elements of approximate that extension on every finite subset of .
The topology induced by on is exactly the given topology . By hypothesis is compact, so is weak-star compact and therefore closed in the Hausdorff space . Density now givesThus is surjective and maps closed unit ball onto closed unit ball, so it is an isometric isomorphism. Hence is a dual space. This is the compact norming dual-pair criterion.
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 106 3 Solution Created 2026-09-24 Updated 2026-10-14
LetChoose positive with . We construct inductively. Once has been chosen, compactness of its unit sphere gives finitely many members of that almost norm every vector of . Because , the next may be chosen so that all those functionals are as small on it as required. Choosing the error relative to givesfor all scalars . Indeed, if the last coefficient could threaten this estimate, first bounds that coefficient by a fixed multiple of the norm of the preceding sum; the selected norming functional then gives the displayed inequality. Iteration and the finite product bound satisfy the standard basis criterion, so is a basic sequence contained in .
The same proof works for any Hausdorff locally convex vector topology weaker than the weak topology: on each finite-dimensional , the -continuous linear functionals still norm the space, and supplies the next point. A canonical strictly weaker example arises on when is not reflexive: the weak-star topology is then strictly weaker than the weak topology .
We next prove the Eberlein-Šmulian theorem. If the weak closure of a bounded set is weakly compact, take any sequence in and let be its closed linear span. The relevant weak closure lies in the separable space . A countable weak-star dense subset of the dual unit ball separates points of this compact set, so its weak topology is metrizable. Compact metrizability gives a weakly convergent subsequence.
For the converse, suppose is not relatively weakly compact. In the canonical embedding into , chooseThe Hahn-Banach theorem gives that vanishes on but satisfies . Alternating Goldstine approximation with the fact that lies in the weak-star closure of constructs bounded and such that, up to errors tending to zero,If a subsequence converged weakly to , then for each fixed the second relation would give . A weak-star cluster point of the bounded sequence satisfies by the first relation, and hence by weak convergence; but passing to the same cluster point in gives . This contradiction produces a sequence in with no weakly convergent subsequence. Relative weak compactness is therefore equivalent to the subsequence condition.
Finally suppose is weakly sequentially compact and . If lies in the norm closure of , a norm-convergent sequence suffices. Otherwise apply the first part to and obtain a basic sequence . A subsequence converges weakly by hypothesis. Its weak limit lies in the closed span of the basic sequence, while every coordinate functional is eventually zero on that subsequence. The limit is consequently zero, so the corresponding sequence from converges weakly to .
This also shows that a weakly sequentially compact is weakly closed: any point of its weak closure is the limit of a sequence in , and a weakly convergent subsequence has its limit in . The relative form of the Eberlein-Šmulian theorem then makes weakly compact. The reverse implication follows from the first direction of that theorem. Thus weak compactness and weak sequential compactness are equivalent.
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 106 4 Solution Created 2026-09-24 Updated 2026-10-14
A linear map is a weakly compact operator when is relatively weakly compact. Every weakly compact subset of a Banach space is norm bounded, soThus even without assuming continuity initially, a weakly compact linear map is bounded.
The key bidual criterion isFor the forward implication, approximate weak-star by points using the Goldstine theorem. Weak compactness supplies a subnet for which converges weakly to some , while weak-star continuity of makes converge to . Hence . Conversely, if the displayed inclusion holds, the weak-star compact set lies in , where the inherited weak-star topology is the weak topology of . It is a weakly compact set containing .
If is weakly compact and , restriction of to defines . For ,so . The bidual criterion makes weakly compact. Conversely, if is weakly compact, then . Every annihilating is sent to zero, so every lies inThe criterion makes weakly compact. Hence is weakly compact exactly when is.
The bidual criterion also proves the structure of . It is closed under linear combinations. If in operator norm and every is weakly compact, then in norm; the canonical copy is norm closed, so is weakly compact. For bounded composable maps and , the image condition for proves the ideal property. Thus the weakly compact operators form a norm-closed operator ideal.
The Krein-Šmulian theorem states that the norm-closed convex hull of a weakly compact set is weakly compact. To prove it, view as a compact Hausdorff space in its weak topology. The probability measures on form a weak-star compact subset of by the Banach-Alaoglu theorem. The barycentre mapis weak-star-to-weak continuous; scalar integration and weak compactness ensure that . Finitely supported probability measures are weak-star dense and their barycentres are precisely . The image of all probability measures is therefore the weak closure of , and it is weakly compact. A convex set has the same weak and norm closures by the Hahn-Banach separation theorem, proving the claim.
If is reflexive, is weakly compact and every bounded is weak-to-weak continuous, so is weakly compact. If is reflexive, every bounded subset of is relatively weakly compact, with the same conclusion. Thuswhenever either space is reflexive.
If and is nonreflexive, the Eberlein-Šmulian theorem supplies a bounded sequence in with no weakly convergent subsequence. The formuladefines a bounded operator . Since , it cannot be weakly compact. Therefore .
This conclusion does not hold for every pair of nonreflexive spaces. Both and are nonreflexive, while the Pitt theorem says every bounded operator is compact and hence weakly compact. Thus
Sequential Goldstine approximation for a separable dual Created 2026-10-05 Updated 2026-10-06
If is norm separable, choose a dense sequence . Goldstine theorem permits with for . Uniform norm bounds extend convergence from these test functionals to all of , proving the displayed limit. If , no subsequence of converges weakly in . This explicitly witnesses failure of weak sequential compactness in a nonreflexive space with separable dual.