Past exam of the mathematics course of the University of Cambridge 2008 ib Paper 1 12F d Solution Created 2026-09-24 Updated 2026-10-14
A Hausdorff, noncompact topology. The condition says precisely that each point of lies in a residue class contained in . These classes form a basis: the intersection of two classes containing a common point contains the class through that point with modulus equal to the least common multiple of their moduli. Thus arbitrary unions obey the condition, and so do finite intersections. Also and obey it. This is the profinite topology on .
If , choose . Then and are disjoint open neighbourhoods, proving the Hausdorff property. To test compactness, defineEvery is nonempty and both open and closed: its complement is a finite union of other residue classes. Since , . If belonged to their intersection, then would be divisible by for every , forcing , impossible for an integer. Therefore is an increasing open cover of . Any finite subcollection has union for its largest index and misses the nonempty . This proves that the profinite topology on the integers is not compact.
Past exam of the mathematics course of the University of Cambridge 2008 ib Paper 1 12F Solution 2026-10-14
A topology on is a family of subsets containing and , closed under arbitrary unions and finite intersections. Its members are the open sets. A Hausdorff space separates each pair of distinct points by disjoint open neighbourhoods; a compact space is one for which every open cover has a finite subcover.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 3 1 Solution Created 2026-10-03 Updated 2026-10-14
Throughout, rings are commutative with identity and ring homomorphisms preserve identity. The spectrum of a commutative ring is . For an ideal , put ; these are the closed sets of the Zariski topology. Its axioms follow fromFor the last equality, a prime ideal containing must contain or : if it contained neither, choose and , contradicting . The other equalities follow directly from containment. Thus arbitrary intersections and finite unions of closed sets are closed, proving that this is a topology.
The Zorn lemma says that a nonempty partially ordered set in which every chain has an upper bound has a maximal element. For , apply it to proper ideals ordered by inclusion. The zero ideal is proper. The union of a nonempty chain is an ideal and is proper, because containing one would put one in a member of the chain; the empty chain has the zero ideal as an upper bound. There is therefore a maximal ideal . If , then , so the class of in is invertible. This quotient ring is a field, making a prime ideal. Hence .
For a ring homomorphism , define by . The inverse image is proper because , and primality follows from . Moreoverwhere is the ideal generated by . This proves continuity. Inverse images also give and . Thus is a contravariant functor from rings to topological spaces.
For the specified inclusion, the fundamental theorem of algebra gives the points and of . Over , the nonzero prime ideals are generated either by with , or by with , ; all irreducible real polynomials have degree one or two. Contraction gives the spectrum map for the complexification of a real polynomial ring:Indeed, a real polynomial vanishing at a nonreal also vanishes at , and is divisible by their quadratic factor; the converse is immediate. This map is surjective. Its fibers contain one point over a real linear factor, two conjugate points over an irreducible quadratic factor, and only the generic point over zero. It identifies complex-conjugate pairs. Since each proper Zariski-closed set in either one-variable polynomial ring is a finite set of closed points, images of closed sets are closed; hence the Zariski topology on the target is the quotient topology for this identification.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 5 1 Solution 2026-10-14
A topological group is a group equipped with a topology for which multiplication and inversion are continuous maps. The product uses the product topology. Translation and inversion are therefore homeomorphisms. Hausdorffness is sometimes included in the definition; the two open-subgroup arguments below do not require it.
For the inverse system, take a directed set , topological spaces , and continuous maps for , with and . An inverse limit is a space with compatible continuous maps such that every compatible family factors uniquely as through a continuous map . Existence follows from the concrete constructionwith the subspace topology of the product topology. The only possible map is . Compatibility puts its image in , and coordinatewise continuity makes it continuous. This proves the universal property of an inverse limit, even when is empty. Given two inverse limits, their universal properties supply maps each way; the composites have the same coordinates as the identity, so uniqueness makes them identities. The inverse limit exists and is unique up to the unique homeomorphism respecting its projections.
A profinite group can be defined as an inverse limit of finite discrete groups, or as a compact Hausdorff space that is a totally disconnected space, equipped with continuous group operations. For the first implication, use the Tychonoff theorem. The compatibility equalities define a closed subgroup of the compact Hausdorff product. Two distinct points are distinguished by a finite discrete coordinate, so no connected subset contains both. Consequently the inverse limit is a compact Hausdorff totally disconnected topological group.
For the converse, use the topological result that a compact Hausdorff totally disconnected space has a basis of clopen sets. Choose a clopen set containing inside any specified identity neighbourhood. For each , continuity gives an identity neighbourhood and an open neighbourhood of with . Finitely many cover the compact set . Intersect their and its inverse to obtain a symmetric identity neighbourhood with . Symmetry also gives , and hence for every . The setis a subgroup containing , so it is open. It is contained in , since and . By part (ii), has finite index. Its normal core of a subgroup is a finite intersection of conjugates of , hence an open normal subgroup contained in . This proves the open normal subgroup basis of a profinite group.
The natural group homomorphismis injective because the intersection of these is . For a compatible family of cosets, any finitely many have nonempty intersection: their intersection subgroup is another indexing subgroup, and its prescribed coset lies in each. The finite intersection property and compactness give a point belonging to all the cosets, proving surjectivity. Finally a continuous bijection from a compact space to a Hausdorff space is a homeomorphism. The two definitions of profinite group are equivalent.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 5 4 Solution Created 2026-10-03 Updated 2026-10-14
The correspondence concerns uniform pro-p groups and powerful Lie lattices, with their natural morphisms. Put for odd and for . A powerful pro-p group is a pro-p group whose closed commutator subgroup lies in its closed -power subgroup. It is uniform when it is topologically finitely generated and all successive indices in its lower p-series are equal. Equivalently, a finitely generated powerful pro-p group is uniform precisely when it is a torsion-free group. A powerful Lie algebra over p-adic integers means a Lie algebra over that is free of finite rank as a module and satisfiesHere a Lie algebra over a ring is a module with an alternating bilinear Lie bracket satisfying the Jacobi identity. Finite freeness is an essential part of the lattice convention. The zero-bracket module satisfies the bracket inclusion but has torsion, and its additive group is not uniform. Thus allowing arbitrary torsion modules would make the categorical assertion false.
The basic structural facts behind the construction can be seen from the power layers. Write with . Collection for a powerful pro-p group givesFor odd , the power lifting is exactly the successive-correction argument of Question 3, followed by compactness; at the stronger fourth-power commutator condition makes the corresponding collection corrections work. The maps between successive layers are surjective linear maps. Uniformity makes their finite dimensions equal, so these maps are isomorphisms. Comparing the first layer in which two elements differ now shows that the power map is injective, while the power-set formula makes it surjective. Thus all the roots used below exist uniquely in the indicated layer. If lift a basis of , the images of form a basis of . Successively choosing their coefficients modulo gives the unique ordered expressionExistence follows by lifting one layer at a time and taking a limit; uniqueness follows by comparing the first nonzero coefficient layer. In particular and these layers form a neighbourhood basis. These are the power-layer and coordinate facts needed in the proof, rather than an assumption that an arbitrary pro-p group has unique roots.
On the underlying set of , set the additive zero to , the additive negative of to , and defineThe p-adic integers act through limits of integer powers in the closed cyclic subgroup generated by . In the second formula the product belongs to ; in the third the group commutator belongs to . The symbols and denote the unique group roots, not unrestricted division in a group. We next justify convergence and the Lie algebra laws together.
A useful concrete tool is a complete normed group algebra containing . In its completed group algebra, put . Ordered-coordinate uniqueness gives unique expansions with . To see why, first work modulo and : the ordered products of the with exponents below form the regular basis, and the change to the corresponding products of is triangular with diagonal entries one. Take inverse limits and then lift the coefficient digits successively in powers of . Define the weightIt is a genuine separated, submultiplicative weight. Indeed reordering produces a group-commutator correction in ; the binomial expansion of a th power gives that correction weight at least , so collection never decreases total weight. Also . Inverting and completing therefore gives a Banach algebra over . For , ordered coordinates showwith value infinity at . Thus the induced topology on is exactly its original topology. This construction supplies the ambient algebra without presupposing the uniform pro-p group and powerful Lie lattice correspondence. The weighted construction, including the case , is described in Equivariant D-modules on rigid analytic spaces, Section 6.5.
Since , the p-adic logarithm and p-adic exponential converge on the relevant balls in :The estimates and show that term weights tend to infinity. Formal substitution is legitimate there and proves that the two maps are inverse. They preserve the leading weight. In particular embeds the compact set homeomorphically into , and .
Put and . Expanding the convergent Baker--Campbell--Hausdorff formula in givesThe first expansion has linear part and all other terms have degree at least two in . The second has leading term and all remaining terms have degree at least three. After division by the displayed powers of , the extra factor of forces those errors to zero. The normalized expressions are logarithms of the unique roots already specified. Since is compact and closed in , both limits belong to . Scalar multiplication also remains in by continuity of powers. Consequently is a module over , closed under the associative-algebra Lie bracket . Bilinearity, alternation and the Jacobi identity follow by expanding products in the associative algebra . Transporting these operations back gives exactly above.
The commutator-layer inclusion places every normalized bracket root in . Since and this set is compact, passage to the limit proves . Addition modulo is the original multiplication modulo : collection shows , as the nonlinear errors lie at least one layer deeper. Thus has dimension , with basis . Given , write its residue as and repeat on . This iterative digit lifting converges because the remainders stay in the bounded compact set . It gives with . A nontrivial relation among the could be divided by the smallest power of among its coefficients, contradicting their independence modulo . Hence is free of rank , proving that it is a powerful Lie lattice.
Conversely, let be a powerful Lie lattice. In , defineThe formal Baker--Campbell--Hausdorff formula and its coefficient estimate are the algebraic ingredients used here. More precisely, the degree- component can be expressed as an integral Lie polynomial divided by a number of -adic valuation at most . One way to obtain this estimate is to bound the associative coefficients of and use an integral ordered basis of the free Lie algebra. The denominator bound , where is the base- digit sum, is at most . A precise primary reference for that denominator estimate is Smallest common denominators for the homogeneous components of the Baker-Campbell-Hausdorff series. A length- Lie bracket in lies in . Thus the degree- term belongs toThese exponents are nonnegative and tend to infinity; for they are at least one. This proves integral convergence, continuity and . Associativity follows from the formal identity in the completed universal enveloping algebra. Substitution of three elements is justified by the same valuation estimates, so the two associative expressions agree. The identity is , the inverse is , and because every nonlinear term involving only vanishes.
For powerfulness, formal conjugation givesThe difference lies in : its th term has valuation at least for . The group commutator is therefore . Its linear term is . Every nonlinear Lie term contains , since it vanishes when , and the extra divisibility makes all those terms lie in too. Hence . The ideals are open normal subgroups for , and their finite quotients have order . The group is consequently a pro-p group. Its power sets are exactly , its lower-series indices are constantly , and a basis of topologically generates it by the same successive digit lifting. The BCH group is uniform.
To check the inverse constructions, powers in the Baker--Campbell--Hausdorff formula group are ordinary multiples in . Thereforeand the similarly normalized group commutator tends to . The limit constructions recover the original Lie algebra exactly. In the other direction, the ambient Banach algebra construction gives , so the recovered operation is the original multiplication of .
Finally a continuous group homomorphism between uniform pro-p groups preserves integer powers and powers with exponents in the p-adic integers, preserves the unique roots in the power layers, and commutes with their limits. It therefore becomes a linear Lie algebra homomorphism. Conversely a linear Lie algebra homomorphism between finite free modules is continuous and preserves every term of the convergent Baker--Campbell--Hausdorff formula, hence is a continuous group homomorphism for . The constructions preserve identity maps and composition, and the inverse identifications are natural. They are mutually inverse functors, giving the stated category correspondence with the finite-free lattice convention.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 5 5 Solution Created 2026-10-03 Updated 2026-10-14
A topological group module is a topological abelian group with a jointly continuous action of by group automorphisms. Its continuous cochains with topological coefficients arewith pointwise addition. The inhomogeneous differential isFor , this means . Continuity of multiplication and of the action ensures that preserves continuous cochains. Expanding gives cancellation in pairs: the two orders of multiplying neighbouring arguments agree by associativity, and the two ways of applying the action agree by its action law. Thus . The cocycles are and the coboundaries are , with . DefineFor general topological coefficients this is an algebraic quotient of the continuous cochains; its optional quotient topology need not be Hausdorff. For discrete coefficients it is the usual continuous cohomology of a profinite group. In degree zero it is the subgroup of invariant elements.
Give the discrete prime field its trivial -action. The one-cocycle condition becomes and every one-coboundary is zero. HenceEvery such group homomorphism kills powers and group commutators, hence their closure , and every continuous functional on the quotient pulls back. If is topologically finitely generated, is a finite elementary abelian group. To verify finiteness without assuming it, the closure of a subgroup generated by elements of this abelian exponent- quotient has at most elements; a finite subgroup is already closed. Thus is a finite-dimensional vector space. Question 2 says that a generating family of is minimal precisely when its images give a basis of . The dual space has the same finite dimension. This proves
There is a genuine missing hypothesis if the printed assertion is read for arbitrary pro-p groups and means the least cardinality of any dense generating family. Here is an explicit infinite-rank failure of the first-cohomology generator formula. Let and . Enumerate the finite binary strings as and define if is a prefix of , and otherwise. For finitely many distinct sequences , choose long enough prefixes to distinguish each individually. The corresponding project onto the coordinate unit vectors of , so surjects onto every finite coordinate projection and is dense in the product topology. No finite family can generate densely, since a finitely generated abelian exponent- subgroup is finite and closed. Thus . On the other hand, continuity of a linear functional to means its kernel contains a basic neighbourhood, so it depends on finitely many coordinates. The coordinate projections are consequently a basis of the continuous dual space, givingThe unrestricted infinite-rank formula is false. A convention requiring a generating basis tending to the identity is different from the printed unrestricted topological generator count; the finite-rank identity proved above has no such ambiguity.
For finite , a free pro-p group is characterized by the universal property that every map to a pro-p group extends uniquely to a continuous group homomorphism . It is the pro-p completion of the abstract free group on : each map to a finite -group factors through one of the defining finite quotients, and passing to the inverse limit gives the extension to any pro-p group; uniqueness follows from density. This unrestricted universal property can also define the completion on an arbitrary set . When using an infinite basis required to tend to the identity, one instead imposes the universal property only for maps tending to the identity. Only the finite-rank version is needed for the following argument.
A finite pro-p presentation is an isomorphismThere are finitely many generators and finitely many relators, and the denominator is their closed normal closure. The relators are elements of the free pro-p group; they may be limits of ordinary words. That distinction is important when writing conjugation relations below.
Now suppose has a finite pro-p presentation with generators and relators . The quotient is a finite p-group. Choose a finite finite pro-p presentation . Such a presentation exists, for example by using its entire finite multiplication table. Lift the quotient generators to . For every , choose elements of the free pro-p group on the that map respectively to and in . Choose mapping to , which lies in . Form the finite finite pro-p presentationAll listed relations hold in , giving a continuous surjective group homomorphism : its compact image contains and maps onto .
Let be the closed subgroup of topologically generated by the . Both conjugation directions were included, so each normalizes . The also normalize it, and its closed normalizer contains the generators of . Thus . The relations give a continuous surjection . Its composite with induced by fixes every , and hence is the identity. Therefore the surjection is injective as well, so . On quotienting by , the conjugation and kernel relations disappear, and the remaining presentation is exactly . Thus is an isomorphism. The kernel of lies in and meets trivially, so is trivial. Consequently , proving
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 24 1 a Solution Created 2026-10-03 Updated 2026-10-14
Two absolute values on a field are equivalent absolute values when they induce the same topology. For nontrivial absolute values on a field this is equivalent tofor a fixed real number . The trivial absolute value is equivalent only to itself.
Restriction of a Non-Archimedean absolute value plainly preserves the ultrametric inequality. Conversely, if the restriction is non-Archimedean, every integer, interpreted in either field, has absolute value on a field at most one. In particular every binomial coefficient has absolute value on a field at most one. The triangle inequality applied to the binomial expansion gives, for and every positive integer ,Raise both sides to the power and let . Since , this yieldsThis is the bounded-integer criterion for a non-Archimedean absolute value. The proof works for arbitrary field extensions, not just algebraic ones, and in positive characteristic as well.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 5 1 Solution Created 2026-10-03 Updated 2026-10-07
Work over or . A Fréchet space is a Hausdorff, complete, metrizable locally convex space. Its topology is generated by a countable separating family of seminorms . A neighbourhood base at zero consists of finite intersectionsReplacing by makes the family increasing. One compatible translation-invariant metric isCompleteness means that a sequence Cauchy for all these seminorms converges in the space. The separating condition ensures that only when .
Let denote the continuous dual space for the original topology . The weak topology is the coarsest topology making all continuous. Its basic zero-neighbourhoods areEquivalently, it is generated by the seminorms .
To prove the Hausdorff property, fix . Some continuous seminorm has . On the one-dimensional span of , define . Then . The real or complex Hahn-Banach theorem extends this to with . Thus is originally continuous and . This proves continuous-dual point separation. For distinct , inverse images under such an of disjoint small scalar neighbourhoods of and are disjoint weak neighbourhoods. Hence the weak topology is Hausdorff.
If a linear functional is originally continuous, it belongs to and is weakly continuous by definition. Conversely, is coarser than , so every weakly continuous scalar function is originally continuous. In particular,This special case of the continuous dual of a weak topology needs no completeness argument.
For the linear map , original continuity implies that whenever . Each such composition is weakly continuous on , so the defining property of the target weak topology makes weak-to-weak continuous.
Conversely, suppose is weak-to-weak continuous. Every , , is then weakly continuous, and hence continuous for . We show that the graph of a linear operator is closed in the original product topology. If in and in , thenBy continuous-dual point separation on , this forces . The product is metrizable, so sequential closedness is closedness. The closed graph theorem for Fréchet spaces now gives original continuity of .
The relevant version of that theorem does use completeness of both spaces: a closed graph is a Fréchet space, its first-coordinate projection is a continuous linear bijection onto , and the open mapping theorem for Fréchet spaces gives a continuous inverse. Composing with the second-coordinate projection gives . ThusEquality of continuous scalar functionals does not imply equality of the two topologies; the closed graph theorem for Fréchet spaces is the extra step that makes this conclusion valid.
Past exam of the mathematics course of the University of Cambridge 2013 ia Paper 3 4C Solution Created 2026-09-24 Updated 2026-10-07
For a continuously differentiable vector field on all of , the necessary and sufficient condition for a conservative vector field is . Necessity follows from equality of mixed partial derivatives of a potential; sufficiency uses the being a simply connected space. On a general domain the topology cannot be omitted.
Here the relevant mixed partial derivatives areThus the curl vanishes. Integrating the first component in gives . Matching the second component gives , hence . Matching the last component forces . A potential of a conservative vector field with the convention is consequentlyIf a physical potential is defined instead through , it is .
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 24 1 Solution Created 2026-10-03 Updated 2026-10-06
An absolute value on a field is a map satisfyingA Non-Archimedean absolute value satisfies the stronger ultrametric inequality . Two equivalent absolute values induce the same topology, or equivalently differ by a positive real power. The trivial absolute value on a field takes value one on every nonzero element. The rational classification and the compactness criterion below concern nontrivial absolute values on a field; the trivial exceptions are given explicitly.
Here the additive valuation has real values. For any , the mutually inverse constructions areMultiplicativity becomes , and the ultrametric inequality becomes . Equivalent real-valued valuations differ by positive scaling, so these constructions give the required bijection on equivalence classes. Changing merely rescales the valuation.
To justify the topology formulation, is equivalent to . Thus two nontrivial absolute values on a field with the same topology give the same strict positivity relation on their additive valuations. Fix with . Comparing the signs of , for integers and positive integers , shows that and have identical rational cuts. They are equal, proving for . If one allows valuations in arbitrary ordered groups, the nontrivial classes arising this way are precisely rank-one valuations: higher-rank ordered value groups do not embed order-preservingly in .
For a nontrivial Non-Archimedean absolute value on , for every integer , by repeatedly applying the ultrametric inequality to sums of ones. Some prime must have , otherwise prime factorization and multiplicativity would make every nonzero rational have value one. There is at most one such prime: if both , a Bezout identity contradicts the ultrametric inequality. If , another Bezout identity gives . HenceThis proves the non-Archimedean part of the Ostrowski theorem. If the trivial absolute value on a field is admitted, it supplies one additional class and is not equivalent to any p-adic absolute value.
The valuation ring, its maximal ideal, and its residue field areSuppose the absolute value on a field is nontrivial and is compact. The ideal is an open additive subgroup of , so is discrete; as a continuous image of a compact space it is finite. The subgroup is also closed, since all its cosets are open, and is therefore compact. The continuous function attains a maximum on , with . Choose with . Then the positive values of have least element . Division with remainder in this additive subgroup of proves . Thus is a discretely valued field and is a uniformizer.
Conversely, normalize the discrete valuation by . If has elements, has elements. Each quotient therefore supplies a finite cover by balls of radius tending to zero. The ring is a closed subset of the complete metric field , hence complete and totally bounded, so it is compact. Equivalently,This is the local compactness criterion for a complete non-Archimedean field, with nontriviality understood. For the trivial absolute value on a field, has the discrete topology and is compact exactly when is a finite field; its value group is zero rather than a nonzero discrete cyclic group.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 24 4 Solution Created 2026-10-03 Updated 2026-10-06
The idele group is the multiplicative restricted productwith respect to at the finite places of a number field; is the completion of a valued field at the place . Thus each tuple has nonzero components, and all but finitely many finite components are units. Its restricted product topology on the idele group has basic open sets , where is finite and contains the infinite places, and each is open in . In particular is an open subgroup.
Embed diagonally. Take a neighbourhood of one whose finite components all lie in and whose infinite components satisfy in the usual real or complex modulus. A diagonal element there is an algebraic unit . If , then is a nonzero algebraic integer, so its field norm is a nonzero integer. Buta contradiction. Thus is discrete. It is also closed: in a topological group, a subgroup with an isolated identity cannot have an external accumulation point, since quotients of two nearby subgroup elements would approach the identity.
Send an idele to its associated fractional ideal byOnly finitely many exponents are nonzero. This homomorphism is onto, by choosing powers of local uniformizers, and its kernel is . Diagonal elements map to principal fractional ideals. The resulting quotient givesIt is a topological isomorphism when the ideal class group is given the discrete topology, since is open.
Use normalized local moduli: real modulus, squared complex modulus, and at a finite place. The idelic modulus defines , the norm-one idele group. The product formula puts inside this kernel. Every ideal class has a representative in , because an infinite component can be rescaled to correct the modulus without altering its fractional ideal. The compact space therefore maps continuously onto the discrete ideal class group. Its image must be finite, proving is finite.
For the Dirichlet unit theorem, put and . Let count real embeddings and count conjugate complex pairs. Infinite logarithms define a continuous surjectionusing at real places and at complex places. Its kernel is compact: it consists of real signs, complex unit circles, and the product of compact finite-place unit groups. More generally the inverse image of a bounded closed subset of is compact. Since is closed and discrete, its intersection with each such inverse image is finite. Hence is discrete in , and the kernel is a finite group. It is exactly the roots of unity , since every element of a finite multiplicative group has finite order and every root of unity has all local moduli one.
The image of in is an open subgroup, hence also closed, and is homeomorphic to . The assumed compactness therefore makes compact, and its continuous quotient is compact. A discrete cocompact subgroup of a real vector space is a full Euclidean lattice, of rank . Thus , and lifting a lattice basis splits off the free factor:This derives both finiteness and the unit rank from the stated compactness assumption, rather than assuming either conclusion to prove compactness.
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 2017 ib Paper 4 10F Solution Created 2026-09-24 Updated 2026-10-05
The dual space here is the algebraic dual space , consisting of every linear functional; no topology or boundedness is imposed. For a basis , define . These are linear functionals satisfying . Evaluating on each gives , proving linear independence. Conversely, for every ,This proves spanning and hence proves, without assuming a dimension theorem, that the dual basis is a basis and .
The canonical bidual evaluation map isIts definition makes no choice of basis and it is linear. If , one coordinate functional is nonzero on , so is injective. For any , choose . Expanding in the dual basis gives , proving surjection explicitly. Thus is an isomorphism.
If is any basis of , its dual basis in exists by the result just proved. Put . These vectors form a basis of , and . Every basis of the finite-dimensional dual is a dual basis, of a uniquely determined basis of .
For a separating subspace of an algebraic dual , choose a basis of . The linear map is injective because separates nonzero vectors. The rank-nullity theorem implies ; but implies . HenceThe zero-dimensional case also has this conclusion.
For , the monomials form an infinite basis, each polynomial using only finitely many of them. The map identifies with all real sequences, because any sequence defines . The linear subspace of finitely supported sequences is proper (it excludes ) and separating (one coefficient functional detects any nonzero polynomial). Thus
Past exam of the mathematics course of the University of Cambridge 2018 ib Paper 4 13E i Solution Created 2026-09-24 Updated 2026-10-03
Since when the greatest common divisor is at least , and is empty otherwise, finite intersections of the are again among the allowed unions. Arbitrary unions are built into the definition; the empty union is empty, and . Thus these sets form a topology.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 326 1 1 2 b Solution Created 2026-10-03 Updated 2026-10-05
On with its usual topology, the following examples isolate the three failures.
A nonproper functional is for every . Its effective domain is empty, so it has no finite-valued global minimizer. It nevertheless has coercivity and is sequentially lower semicontinuous. If a minimizer is instead defined only by without requiring finiteness, every point formally minimizes this function; under that convention the requested nonproper counterexample is impossible with the given codomain.
A noncoercive functional is . It is a proper extended-real function and is continuous, but its infimum zero is approached as and is never attained. Hence it has no global minimizer.
A failure of sequential lower semicontinuity isIt is a proper extended-real function with coercivity, but . Its infimum is zero, while every function value is positive. Thus it has no global minimizer.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 326 1 1 2 c Solution Created 2026-10-03 Updated 2026-10-05
The epigraph isAssume is -sequentially lower semicontinuous. If lies in the epigraph and converges to in the product topology, thenThe limit remains in the epigraph, so it is a sequentially closed set.
Conversely, suppose the epigraph is a sequentially closed set and sequential lower semicontinuity fails along . Choose a finite real number with . There is a subsequence along which . Thus lies in the epigraph and converges to , which does not lie there. This contradiction provesThis is a sequential statement; identifying it with ordinary closedness requires an appropriate assumption on the topology.
Past exam of the mathematics course of the University of Cambridge 2020 ib Paper 2 2E Solution Created 2026-09-24 Updated 2026-09-29
Write . The zero and constant-one polynomials give and . Also,so is closed under finite intersections. Every nonzero one-variable complex polynomial has only finitely many roots, and every finite subset is the zero set of . Consequently is exactly the cofinite topology: its open sets are the empty set and the complements of finite sets. An arbitrary union of such sets is again empty or has finite complement, so is a topology.
The product topology on is the topology with basisThe proposed complement need not be open. TakeThen is the diagonal. If its complement were open, a point such as would have a basic neighbourhood contained in that complement. But and are nonempty cofinite subsets of , so . For , the point belongs both to and to the diagonal, a contradiction. Hence
A topology on contains , is closed under arbitrary unions and under finite intersections. The cofinite family has these properties: a nonempty union contains one cofinite member and therefore has finite complement; the complement of a finite intersection is a finite union of finite sets. The empty union and the sets are included explicitly.
Any two nonempty open sets intersect, because their intersection has finite complement in the infinite set . Thus no two disjoint nonempty open sets can separate , proving connectedness. For compactness, take any open cover and choose a nonempty member . Only finitely many points lie outside . Choose one covering member for each of those points. Together with these give a finite subcover. Thus is compact.
The family of closed sets contains and , is closed under arbitrary intersection, and is closed under finite union. Conversely these axioms define a topology by declaring the complements of the members of to be the open sets.
Set . This is a countable set, hence a closed set in the stated topology, and . Consequently is an open neighbourhood of . By convergence of a sequence, all sufficiently late terms lie outside . A sequence term outside must equal . Thus the sequence is eventually constant, and only finitely many indices have .