Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 6 2 i Solution Created 2026-10-03 Updated 2026-10-14
The Tychonoff theorem states that an arbitrary product of compact spaces, with the product topology, is compact; no Hausdorff hypothesis is necessary. We prove it using Zorn's lemma and the axiom of choice.
First, every proper filter on a set extends to an ultrafilter. Order its proper extensions by inclusion. The union of a chain is again a proper filter: any finite collection of its members occurs in one member of the chain, and the empty set occurs in none. Zorn's lemma gives a maximal proper filter . If , adjoining must destroy properness, so some has , and hence . This proves the decision property of an ultrafilter.
Next prove the ultrafilter characterization of compactness. In a compact space the closed sets , for , have the finite intersection property, so their intersection contains a point . Every open neighbourhood of belongs to : otherwise its closed complement belongs to and contains , a contradiction. Thus the ultrafilter converges to . Conversely, if an open cover has no finite subcover, the closed complements have the finite intersection property and generate a proper filter. Extend it to an ultrafilter. A limit point lies in some member of the cover, so both and its complement would belong to the ultrafilter. This is impossible. These arguments also prove the closed-set form of compactness directly by taking complements.
Now let . If a factor is empty, the product is empty and compact. Otherwise the axiom of choice makes nonempty. For an ultrafilter on , its coordinate imageis an ultrafilter. Compactness of supplies at least one limit ; use the axiom of choice to choose one for every . A basic open neighbourhood of restricts finitely many coordinates. Each corresponding inverse image belongs to , so their finite intersection also does. Hence converges to in the product topology. The ultrafilter criterion proves the theorem. The explicit choices and the maximal-filter argument are exactly the places where choice enters.
The Banach-Alaoglu theorem states that the closed unit ball of the continuous dual space of a real or complex normed vector space is compact in the weak-star topology . Completeness of is not required.
For each , let , a compact scalar disk or interval. By the Tychonoff theorem, is compact. Inside , impose the equationsEach equation defines a closed subset, since it concerns continuous coordinate projections into a Hausdorff scalar field. Their intersection is therefore compact. A point in defines a linear functional , and the coordinate bounds give . Conversely, every with gives such a point. Thus is exactly the image of the dual unit ball under . The induced product topology is precisely pointwise convergence on , which is the weak-star topology. This proves
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 6 3 i Solution Created 2026-10-03 Updated 2026-10-14
For , write and . Separate continuity and linearity make both maps bounded linear operators. For each fixed ,The Uniform boundedness principle therefore gives such that whenever . Scaling yieldsFor completeness, the relevant Uniform boundedness principle follows from the Baire category theorem as follows. For a pointwise bounded family of bounded linear operators on a Banach space, the closed sets cover the space. One contains an open ball . Subtracting the bounds for and , with , gives . Applying this to , , bounds every operator norm by .
Define the new norm byIt is a norm because , so implies . The triangle inequality and scalar homogeneity follow from those of the operator norm. Moreover,so it is equivalent to the original norm and remains complete. By associativity, , and the submultiplicativity of the operator norm provesThis is renorming a separately continuous Banach algebra. It even gives . If the algebra is the zero space, the conclusion is immediate separately.
Past exam of the mathematics course of the University of Cambridge 2005 ib Paper 1 12A Solution Created 2026-09-24 Updated 2026-10-14
The sum of the two metrics is nonnegative and symmetric. It vanishes exactly when both coordinate distances vanish, hence exactly when the two points agree. Adding the two component triangle inequalities gives the triangle inequality on the Cartesian product, so the displayed function is a metric. Moreover,so the projection map is -Lipschitz and therefore continuous.
To prove sequential compactness directly from compactness, take a sequence in . If every point had a neighborhood containing sequence terms at only finitely many indices, these neighborhoods would form an open cover with a finite subcover, implying that only finitely many sequence terms exist, a contradiction. Thus some has infinitely many indices in every neighborhood. Choose increasing indices with ; then .
Now let be closed and suppose converges to . Choose such that . A convergent subsequence exists by the preceding argument. In the product metric, , and the fact that is closed gives . Thus , proving that the projection with a compact factor is closed. The sequential criterion for a closed set in a metric space follows by choosing points at distance less than from any point of its closure.
For a counterexample without a compact factor, take with their usual metrics andThe continuous product function makes closed, but is not closed. Thus compactness of the discarded factor is essential to the general conclusion.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 13 2 Solution Created 2026-10-03 Updated 2026-10-14
For integral singular cochains and , define the cup product on an ordered simplex byThe same construction works over any commutative coefficient ring. Expanding the coboundary as the alternating sum of faces gives the Leibniz identityIndeed faces deleting vertices before the split occur in the first sum, faces after the split occur in the second, and the two terms at the common vertex cancel with opposite signs. Thus the product of cocycles is a cocycle. Replacing by changes the product with a cocycle by ; replacing by changes the product with a cocycle by . Hence the product is independent of representatives and defines a well-defined product on cohomology classes.
With coefficients, the real-projective-space cohomology ring isFor , the pullback of the degree-one generator is either zero or . The second choice would send the zero class to the nonzero class , contradicting the naturality of the cup product. Thus the generator pulls back to zero, and so do all its positive powers. For the target's reduced cohomology is already zero. Therefore every such map induces zero on reduced mod-two cohomology.
Suppose a continuous had everywhere. Thenis a continuous odd map to and descends to . For , a path from to projects to a loop detected by the degree-one generator of the double cover. Its image lifts to a path from to , so is detected by the target's double cover as well. Thus is nonzero in degree one, contradicting the preceding calculation. For , an odd continuous map from the connected circle to is already impossible. The case is immediate. HenceThis proves the Borsuk-Ulam theorem rather than assuming it.
For a closed cover , assume no member contains an antipodal pair. Apply the just-proved theorem to , using any metric on the sphere. Empty sets can be assigned a constant positive coordinate. It gives equal distances at . If either point belongs to an with , zero distance and closedness place both points in it, a contradiction. Hence neither lies in any of the first sets, and both must lie in , another contradiction. This proves the Lusternik-Schnirelmann-Borsuk theorem for closed sets.
Four closed sets on need not contain an antipodal pair. Take the four unit vertices of a regular tetrahedron centered at zero and define . These closed sets cover the sphere by maximizing the four scalar products. If and belonged to , both inequalities would force all four scalar products to be equal. Since , they would all be zero, and because the vertices span , would be zero. This is impossible on the sphere. Thus these four sets give the antipodal-free closed cover from simplex Voronoi cells counterexample.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 36 1 a Solution Created 2026-10-03 Updated 2026-10-14
Write and assume . The large-deviation speed is , and the answer isHere and below a large deviation principle at speed means the open-set lower bound and the closed-set upper bound . The displayed rate function is nontrivial and is a good rate function.
For , the exponential distribution givesShrinking an interval about any supplies the local lower bound ; neighborhoods of zero have probability tending to one. Every open set intersecting the nonnegative half-line contains one of these neighborhoods, giving the open-set bound. If a closed set contains zero, its upper bound is just . If it meets but excludes zero, closedness gives , and . A closed set disjoint from the support has probability zero. This proves the full large deviation principle, including the boundary at zero.
The fixed exponential tail explains the speed: an excursion of size costs . The full Gärtner–Ellis theorem is unnecessary here; the limiting cumulant-generating function is flat on and infinite at , so it fails the theorem's essential smoothness hypothesis.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 36 2 a Solution Created 2026-10-03 Updated 2026-10-14
The printed mean is , so has exponential distribution of rate . Let , with fixed . ThenHere is a direct proof, which also identifies the exceptional role of the slowest exponential clock. For , independence and the moment-generating function giveLetting proves the tail upper bound . For a local lower bound at , fix and with ; for this probability is one. For large , the eventputs in . Its logarithmic probability divided by tends to . Shrinking gives the local lower bound . At zero, almost surely and neighborhoods have probability tending to one.
For any closed set excluding zero, its nonnegative part is bounded away from zero; the tail upper bound applies at its infimum. Sets outside the support have probability zero. Together with the local lower bounds this proves the full large deviation principle, with a good rate function. Equivalently, the product large-deviation principle for the fixed vector and the contraction principle for large deviations minimize subject to and ; all the excursion is assigned to .
Past exam of the mathematics course of the University of Cambridge 2005 ii Paper 2 22F Solution Created 2026-09-24 Updated 2026-10-14
A linear operator between Banach spaces is a compact operator when it maps the unit ball into a relatively compact set, equivalently when every bounded sequence of inputs has an image subsequence converging in norm. Such an operator is bounded. For a bounded linear operator on a complex Banach space, the resolvent set consists of the complex for which is bijective with bounded inverse; its complement is the spectrum. The point spectrum consists of those for which has a nonzero kernel, namely the eigenvalues.
On a Hilbert space, is self-adjoint if , or equivalently for all vectors. The given prescription extends uniquely toIt is bounded with norm one. The real diagonal entries prove self-adjointness by the inner-product identity. Define the finite-rank truncation . Then . To see compactness directly, extract successively convergent subsequences of the finitely many first coordinates from a bounded input sequence; the uniform tail bound just displayed makes the resulting image subsequence Cauchy. Hence is compact and self-adjoint.
Each is an eigenvalue with eigenspace . If , each coordinate satisfies , so there are no other eigenvalues; in particular zero is not an eigenvalue. But , which contradicts a bounded inverse at zero. Thus zero is in the spectrum.
For , its distance from this closed set is positive. The diagonal formulathen defines a bounded inverse. This proves the complete description
Past exam of the mathematics course of the University of Cambridge 2006 ii Paper 4 2G a Solution Created 2026-09-24 Updated 2026-10-14
The closed-set form of the Baire category theorem says: if a nonempty complete metric space is a countable union of closed sets, at least one of those sets has nonempty interior. Equivalently, a complete metric space cannot be a countable union of closed sets with empty interiors. In the application the space is with its usual complete metric.
Past exam of the mathematics course of the University of Cambridge 2007 ib Paper 1 12A ii Solution Created 2026-09-24 Updated 2026-10-14
Assume the diagonal is closed. For continuous , the map , , is continuous: the inverse image of a basic rectangle is . Thereforeis closed as the inverse image of a closed set under a continuous map. This proves (ii) implies (iii).
Past exam of the mathematics course of the University of Cambridge 2007 ib Paper 4 14A a Solution Created 2026-09-24 Updated 2026-10-14
The closure is the intersection of all closed subsets containing ; equivalently it consists of the points whose every open neighbourhood meets .
Suppose is continuous and . For any open neighbourhood of , continuity makes an open neighbourhood of , so it meets . Hence meets , showing . This proves .
Conversely suppose this inclusion holds for every subset . For a closed subset , let . Then and therefore . By the assumed inclusion, , so . Since always, is closed. Thus every closed set has closed preimage, equivalently every open set has open preimage. This is continuity, proving the claimed equivalence.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 26 10 Solution Created 2026-10-03 Updated 2026-10-14
We prove the Borel determinacy theorem by reducing each Borel game to a clopen game while preserving winning strategies. The construction permits arbitrary set-sized alphabets; no enumeration of the move set is used. Assume . For an empty alphabet the game ends at its initial position, with its assigned terminal outcome, and is trivially determined.
Allow intermediate game trees to have terminal positions with assigned winners. Write for the space of infinite branches, with its prefix-cylinder topology; the payoff governs infinite plays, while the assigned winners govern finite plays. Question 4's attractor proof still gives open and clopen determinacy: include I-winning terminals among the initial targets and make the opposing terminals absorbing losses.
A covering of an infinite game consists of a new tree , a prefix-preserving map preserving lengths, and a strategy map for each player. Old terminal outcomes must be inherited. The strategy map is local in depth: choices before depth depend only on the given strategy before depth . Its essential lifting requirement is that each original play following has a lift following whose projection is , or whose projection is an initial segment of and which ends with a loss for the player using . Infinite projections are taken by union of prefixes. A -covering is identical to the original tree, terminal assignments and strategy choices through depth .
These conditions transfer winning strategies for every payoff. Indeed, if wins the covered game with payoff , a lift of a play following cannot be an early loss for its player. The lift therefore projects to the whole original play. Infinite membership in agrees under projection, and an original terminal loss would also be a loss in the game covering. Hence the original play is won. Call a game covering an unravelling of a game payoff when is clopen in .
We first construct a -covering unravelling any closed . Choose an even and leave the first levels unchanged. At a nonterminal position of length , I's next move will carry auxiliary information. For each legal ordinary move , let be the set of first nonterminal positions strictly beyond whose infinite continuations miss : means extends , , and no intervening strict extension of has this property. These positions are pairwise incomparable. I plays , where .
If was already terminal, inherit its outcome. Otherwise II has two types of response. On accepting, II plays with an ordinary legal move, and subsequent moves are ordinary. When a position is reached, end the covered game with a win for I if and for II if . Other old terminals retain their winners. On challenging, II plays with and an initial segment of ; subsequent play is forced along until reaching it and then proceeds ordinarily in . Original terminal outcomes remain in force. Forget the auxiliary data to define .
For an infinite accepted play, no exit in was reached. Its projection belongs to : if it did not, closedness would give a prefix cylinder disjoint from , and the first such nonterminal extension strictly beyond would have ended the play. An infinite challenged play projects through an exit and therefore misses . Thus, among infinite plays, the inverse image of is exactly the acceptance branch of this finite protocol. It is clopen, decided at depth .
Here are both strategy-transfer maps; these are necessary because continuous projection by itself does not preserve determinacy. Given a strategy for I in the covered tree, follow its ordinary moves while simulating acceptance of its announcement . If an exit is reached, continue arbitrarily: that play has an early covered loss for I as a lift. If is reached, switch to the continuation prescribed by under the challenge of . This is consistent with the already observed prefix, since the challenged game forced every intermediate move along . If no exit is reached, acceptance itself supplies the full lift. Old terminal plays lift in the same way. This defines and verifies the lifting requirement for I.
For a covered strategy for II, at the projected position defineAgainst announcement , the strategy must accept: a challenge would have to name an element of , contradicting its definition. Simulate this acceptance, including its ordinary response . If an exit is reached, it is an early covered loss for II, so continue arbitrarily. If an exit is reached, choose an announcement for which challenges , and switch to that simulation. The challenged game's forced prefix agrees with the observed prefix, including the earlier ordinary response , so it supplies a full lift following . If no exit is reached, the original acceptance simulation gives the full lift. This defines and verifies lifting for II. Choices of use the axiom of choice on a set of possibilities.
Both maps are local in depth. The sets and the chosen use only II's response function at depth ; later choices use only strategy values at the already reached depth. The switches do not query choices at later levels. On irrelevant histories assign fixed legal moves. Thus this is a genuine -covering. Complementing changes neither the game covering nor its lifting property, and complements of clopen sets are clopen. This proves the base construction for both closed and open payoff sets.
We next give the limiting construction needed for the induction. Coverings compose by composing their position and strategy maps; lifting successively verifies the same lifting condition. Supposeis a sequence of game coverings whose th map leaves depth unchanged. For each finite depth , the trees and terminal assignments through that depth eventually stop changing. Define using these stabilized levels. Its map to on a position of length is the composite from any sufficiently late stage; stabilization makes the value independent of the stage. Define strategy maps in the same way, using their locality in depth. These maps respect the tree, terminal outcomes and composition, and leave depth unchanged.
To check lifting, start with a play of consistent with the projected strategy. Lift the entire play successively through the later game coverings, using the corresponding projected strategy at each stage. If all these lifts are infinite, each projects to the preceding one and each finite prefix eventually stabilizes, giving the desired infinite lift in . If a premature own-player loss occurs, later lifts have nonincreasing finite lengths, and those lengths and their prefixes eventually stabilize. This gives a terminal own-player loss in , which is exactly the allowed exceptional lift. The same reasoning handles original finite terminal plays. Thus covers every . This argument uses level stabilization, not compactness of an infinitely branching tree.
Now induct on the countable Borel hierarchy rank, with the strengthened assertion: for every game tree on any set alphabet and every , a payoff of that rank has a -covering unravelling it. The base case of open or closed sets was proved above. Complements preserve the assertion using the same game covering. For the union step, write with constituent sets of smaller rank. Starting at , successively choose a -covering that unravels the inverse image of under the composite map to . This is legitimate because continuous inverse images preserve Borel hierarchy rank, and the induction assertion ranges over all trees and alphabets, including the enlarged ones produced by earlier game coverings.
In the stabilized inverse limit, each pulled-back is clopen, because the later projection to the stage where it was unravelled is continuous. Their union is therefore open. Apply the already proved open-set unravelling construction once more, with preservation depth , and compose with the limit game covering. The result unravels itself. This proves the strengthened assertion at every successor or limit countable Borel hierarchy rank. Every Borel set arises at some such rank: countable unions take the supremum of countably many countable ranks and then one further stage, and complements do not leave the generated hierarchy.
Apply the assertion to and . The covered payoff is clopen and hence determined by Question 4, including its assigned finite terminal outcomes. Transfer its winning strategy through the game covering. We obtainEvery auxiliary alphabet and strategy collection used above is a set. The argument uses power sets and replacement to build those collections and their iterated game coverings, and the axiom of choice for strategy selections; it does not require to be countable.
Past exam of the mathematics course of the University of Cambridge 2008 ii Paper 3 2F a Solution Created 2026-09-24 Updated 2026-10-14
The closed-set version of the Baire category theorem says that if a nonempty complete metric space is a countable union of closed sets, at least one of those closed sets has nonempty interior. Equivalently, a nonempty complete metric space cannot be a countable union of closed nowhere dense sets.
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 1 12F iii Solution Created 2026-09-24 Updated 2026-10-14
Take and for . Its graph is , a union of two closed sets, since multiplication is continuous. But does not tend to , so the function is not continuous.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 10 2 Solution Created 2026-10-03 Updated 2026-10-14
A completely regular Hausdorff space is a Hausdorff space in which each point outside a closed set is separated from by a continuous function with and . Put and define the evaluation character by . The weak-star topology on is the topology of pointwise convergence on : its coordinate maps are continuous, and generate the topology. It is Hausdorff, and the dual unit ball is compact in it by the Banach-Alaoglu theorem.
For nonempty , by the supremum norm bound and the constant function . All the coordinates of are continuous, so is continuous. Complete regularity separates distinct points, proving injectivity. To prove continuity of the inverse onto its image, let with open in . Separating from gives a bounded continuous withSuch neighborhoods prove that is a homeomorphism onto . This qualification is essential: it is not onto the whole dual, since the zero functional is not an evaluation on a nonempty space.
Define the Stone-Čech compactification to beThe Banach-Alaoglu theorem makes this a compact Hausdorff space, with identified with its dense evaluation copy. For , the coordinate function is a continuous extension. Density gives . Conversely any restricts to an element of , and because they agree on the dense subset . Restriction and coordinate extension are inverse linear isometries, henceThey also preserve products: the corresponding continuous functions agree on and hence everywhere.
For the universal extension property, let be continuous and a compact Hausdorff space. Pullback defines a bounded linear operator by . Its dual map is weak-star continuous, since . Evaluation is a homeomorphism onto a compact, thus closed, subset: a compact Hausdorff space is completely regular, by the Urysohn lemma. Now , soTherefore is the required continuous extension. Two continuous maps into the Hausdorff space agreeing on the dense subset agree everywhere, proving uniqueness.
If is open in , then it is a locally compact space: around any , regularity of the compact Hausdorff space gives an open neighborhood whose closure is compact and lies in . Conversely, suppose is locally compact. Choose an open neighborhood of in with compact closure . There is an open with . Density of implies , while compactness of makes it closed in , so . Thus . This provesThe empty-space cases are immediate.
The final printed assertion, for an arbitrary subset of , is false. Take the infinite discrete space . It is not compact, so its compactification has a point . The singleton is closed, hence equals its own closure. It is not open, since every nonempty open subset of meets the dense copy of . This is a counterexample.
The valid result holds for subsets , and more generally for open subsets of . For , its indicator is bounded continuous because is discrete. Its extension is still idempotent by density, so it takes only the values zero and one. The set is clopen and has . Density then gives . If is open in , the set is dense in , so is clopen by the result just proved. Consequently is extremally disconnected, which means the closure of every open set is open. This is the discrete Stone-Čech compactifications are extremally disconnected theorem, with the essential open-set qualification.
Past exam of the mathematics course of the University of Cambridge 2011 ii Paper 1 2F ii Solution Created 2026-09-24 Updated 2026-10-14
For each integer , put . Every derivative is an entire function and cannot be identically zero: otherwise repeated integration would make a polynomial. By the identity theorem for holomorphic functions, its zero set has empty interior, and continuity makes a closed set. Thus is nowhere dense.
The complex plane with its usual metric is a complete metric space, so the Baire category theorem gives . The Taylor series there has coefficients
Past exam of the mathematics course of the University of Cambridge 2011 ii Paper 1 2F i Solution Created 2026-09-24 Updated 2026-10-14
The closed-set version of the Baire category theorem says that if a nonempty complete metric space is a countable union of closed sets, then at least one has nonempty interior. Equivalently, a nonempty complete metric space cannot be a countable union of closed nowhere dense sets.
Past exam of the mathematics course of the University of Cambridge 2011 ii Paper 4 22G Solution Created 2026-09-24 Updated 2026-10-14
Urysohn's lemma states that disjoint closed subsets of a normal space admit a continuous with and . Using the usual convention, normal spaces are also .
The Tietze extension theorem states that a continuous real-valued function on a closed subset of a normal space extends continuously to the whole space. If its range lies in a closed bounded interval, the extension may be chosen in that same interval.
Prove first the interval version for . If a continuous residual on obeys , the sets and are disjoint closed subsets of . Urysohn's lemma gives a continuous taking the endpoint values on those two sets. On each of the three ranges of , it follows that on . Repeating with produces with and a residual bounded by . The series converges uniformly, has absolute value at most , is continuous and restricts to as the residual tends to zero. Rescaling proves every closed bounded interval version.
For unbounded , first extend to . The closed set is disjoint from . Urysohn's lemma gives with and . Then takes values strictly between minus one and one everywhere and equals on . Thus is a continuous real-valued extension of , proving the full theorem.
Statement 1 is true: metric spaces are normal, and the bounded interval form applies. Statement 2 is true: compact Hausdorff spaces are normal, and the unrestricted real-valued form applies. Statement 3 is false. For a counterexample, let have open sets . The subset is closed and discrete, so , is continuous on it. Every open neighborhood of or in contains . A continuous extension would pull back disjoint neighborhoods of minus one and one to disjoint open sets containing and , yet both would contain . This is impossible.
Past exam of the mathematics course of the University of Cambridge 2013 ib Paper 2 4G ii Solution Created 2026-09-24 Updated 2026-10-07
False without a separation assumption. Give the indiscrete topology , and take . Both spaces are finite and hence compact, but is not a closed set because is not open. In a Hausdorff space, a compact subset would be closed; that hypothesis is absent here.
Past exam of the mathematics course of the University of Cambridge 2014 ib Paper 4 13E ii Solution Created 2026-09-24 Updated 2026-10-06
In , takeThese are nonempty descending sets of diameter , with empty intersection. They are not closed sets, so there is no contradiction with the Cantor intersection theorem for the complete metric space .
Past exam of the mathematics course of the University of Cambridge 2014 ib Paper 4 13E Solution 2026-10-06
A metric space is complete if every Cauchy sequence in it converges to a point of that space. The stated shrinking-set characterization is the Cantor intersection theorem together with its converse.
First assume completeness, and choose . If , then both points belong to , so . The vanishing diameters imply that is a Cauchy sequence, hence it converges to some . For every fixed , its tail belongs to the closed set , so . Thus . In fact the intersection contains only one point, since any two of its points have distance at most every diameter.
Conversely assume the stated intersection property and let be a Cauchy sequence. PutThese closures are nonempty, closed and nested. Taking a closure does not increase the diameter: approximate two points of the closure by points of the set and use continuity of distance. The Cauchy sequence therefore makes . Choose in the intersection. For , both and belong to , and . Every Cauchy sequence converges in , proving completeness.