Past exam of the mathematics course of the University of Cambridge 2010 ia Paper 1 5A ii Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2010 ia Paper 1 5A i Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2010 ia Paper 1 8B i Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2011 ia Paper 1 6A d Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2011 ii Paper 3 32A ii Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 31 3 iii Solution Created 2026-10-03 Updated 2026-10-07
Work with in the upper half-plane. Write the Stieltjes matrix resolvents and their normalized matrix traces asThe minor trace is normalized by , not by . This sign convention is the negative of the convention used in the general resolvent of an operator article. Here is the Stieltjes transform of a measure of the empirical spectral measure, with kernel .
The diagonal entries of are zero, so the preceding Schur complement formula gives . Taking the matrix trace, subtracting the comparison value , and combining fractions gives the resolvent self-consistency defectThe positive numerator sign is fixed by this subtraction. All denominators are nonzero in the upper half-plane, as the imaginary-part estimate in the next part shows. The identity is deterministic and does not use entry independence or moment assumptions.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 1 2 Solution Created 2026-10-03 Updated 2026-10-07
A linear map is a nilpotent endomorphism if for some positive integer , and a semisimple endomorphism if it is diagonalizable over . Decompose into its generalized eigenspaces , where . Define on to be , and set . Then is diagonalizable, is nilpotent, and both preserve these vector subspaces and commute. ThusFor uniqueness, suppose with semisimple, nilpotent and . Both commute with , so preserve each . On an eigenspace of of eigenvalue inside , the map is and has only the eigenvalue . Since the same subspace lies in , . Hence on , proving and . This is the additive Jordan–Chevalley decomposition.
We need a polynomial consequence of this decomposition. Hermite interpolation supplies a polynomial with , by prescribing for each eigenvalue. For any endomorphism , its semisimple part can likewise be expressed as a polynomial in with zero constant term: if zero is an eigenvalue, its interpolation condition already forces this; if not, add the independent condition .
On , the maps and commute. The first is diagonalizable, with eigenvalues on . The second is nilpotent, sincewhich vanishes for when . Uniqueness therefore proves adjoint compatibility of additive Jordan decomposition: .
Now assume . The condition implies that both and are invariant under , and every polynomial in with zero constant term maps into . Define to be multiplication by on . It commutes with . On , acts by . Polynomial interpolation on the finite set of differences gives with . The preceding paragraph then expresses as a polynomial in with zero constant term. Consequently , so .
The assumed trace orthogonality nilpotence lemma now follows directly. On , and , while the matrix trace of the nilpotent restriction of is zero. HenceEvery summand is nonnegative, so every eigenvalue of is zero. Its Jordan–Chevalley decomposition therefore has , and is nilpotent. Notice that neither nor was required to be a Lie subalgebra.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 1 3 Solution Created 2026-10-03 Updated 2026-10-07
A finite-dimensional Lie algebra over the complex numbers is a semisimple Lie algebra when its solvable radical is zero, equivalently when it has no nonzero solvable ideals. Its Killing form isThe cyclic property of the trace makes this bilinear form symmetric and gives its invariance of a bilinear form on a Lie algebra:It follows that is an ideal of a Lie algebra. For , induces the zero map on . Therefore, for , the matrix trace splits over the invariant subspace and the quotient to give . In particular . The Cartan solvability criterion implies that is solvable. Since is semisimple, : the Killing form is nondegenerate.
For completeness, the trace step in the Cartan solvability criterion is precisely the mechanism of the previous solution. For a complex matrix Lie algebra with for , , set and . If and , then , since . Linearity and the trace orthogonality nilpotence lemma show that every member of is nilpotent. The Engel theorem makes nilpotent and hence solvable. Apply this to ; the kernel of this Adjoint representation of a Lie algebra is the abelian center of , so is solvable as claimed.
For an arbitrary complex Lie algebra, a Cartan subalgebra means a nilpotent Lie algebra that is self-normalizing: . This definition does not assume that is abelian. We prove that it is abelian when is semisimple.
Use the generalized-weight decomposition for a nilpotent Lie algebra for the action of on . Its zero generalized weight space isWe have , since is nilpotent. If , the Engel theorem gives a nonzero coset annihilated by every . Its representative satisfies , contradicting . Thus .
For a nonzero generalized weight , choose with . The operator is invertible on and nilpotent on . For , , write with large enough that . Invariance of the Killing form givesOn the other hand, is solvable, so the Lie theorem triangularizes its action on . For , the matrix is strictly upper triangular, while is upper triangular. Thus . Together with , this yields . Nondegeneracy gives .
Finally, if commutes with , it normalizes , hence lies in . Any abelian subalgebra containing consists of such elements. Thus is a maximal abelian subalgebra, indeed .
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 16 5 Solution Created 2026-10-03 Updated 2026-10-07
Use the unique curvature hyperbolic metric on a closed Riemann surface of genus , supplied by the uniformization theorem. This is the implicit setting for the partition and spectral theorems; a genus-zero or genus-one surface does not have this hyperbolic metric.
A partition is a pants decomposition by disjoint essential simple closed geodesics, whose complement is a union of pairs of pants. A pair of pants is a sphere with three disks removed, furnished here with geodesic boundary. Its Euler characteristic is , so there must be pants. Every pant has three boundaries and every cutting curve occurs twice, giving cutting curves. The Bers pants decomposition theorem asserts that a constant depending only on bounds the lengths of all cuffs in some such pants decomposition of every closed genus- hyperbolic surface.
To see what geometry the cuffs determine, cut each pair of pants along its three perpendicular seams into two congruent right-angled hyperbolic hexagons. The three alternate sides are , where the are its boundary lengths. The right-angled hyperbolic hexagon identity determines the seam opposite the half-cuff byWe use the standard existence and uniqueness theorem for a right-angled hyperbolic hexagon with prescribed positive alternating side lengths. Thus the three boundary lengths determine the pair of pants up to isometry.
Fix a topological pants decomposition, label its cuffs, and choose reference seam endpoints and orientations. Gluing two boundaries of the same length requires a translation along that boundary; its signed distance is a twist . The gluing graph, the positive cuff lengths, and the twists therefore determine the unmarked hyperbolic surface up to isometry. A full boundary translation has period , so for an unmarked gluing one may take , with endpoints identified. For a marked surface the whole real twist records the number of Dehn twists, and the Fenchel–Nielsen coordinates areThe topological gluing data are necessary when the decomposition is not fixed. Different markings or decomposition graphs can describe the same unmarked surface.
Teichmüller space consists of pairs , where is a closed genus- Riemann surface and is an orientation-preserving marking, modulo the equivalence when a conformal orientation-preserving map has homotopic to . The Fenchel–Nielsen coordinates identify it with , of real dimension . The moduli space of Riemann surfaces forgets the marking by quotienting by the mapping class group.
The Wolpert generic spectral rigidity theorem says that the locus of closed genus- hyperbolic surfaces possessing an isospectral but nonisometric partner lies in a locally real-analytic exceptional locus of lower dimension in Teichmüller space. Thus a generic surface is determined, up to isometry, by its unmarked length spectrum, equivalently by its Laplacian spectrum. Here an isometry may reverse orientation; the length spectrum cannot distinguish the two orientations of the same metric. The equivalence of the two spectra is the compact hyperbolic Selberg trace formula.
The simplifying result is the Buser finite length spectrum theorem: for every and there is such that two closed genus- hyperbolic surfaces with hyperbolic systoles at least have the same entire unmarked length spectrum if their length multisets up to agree. Multiplicities are included. We will count primitive unoriented closed geodesics; counting all iterates is equivalent by successively removing shorter iterates. The theorem is uniform on the thick part of moduli space, not merely a cutoff chosen separately for a particular pair.
Here is a proof using compactness and polynomial trace equations. We state the subsidiary facts and explain their role. First, Mumford's compactness theorem makes the genus- thick moduli space compact. It can also be seen from the Bers pants decomposition theorem: cuffs in a Bers decomposition lie in , there are finitely many pants decomposition graphs, and unmarked twists may be reduced modulo their cuff lengths. These data lie in finitely many compact boxes of Fenchel–Nielsen coordinates and cover the thick moduli space.
Second, these finite compact boxes give a compact family of marked hyperbolic structures on a fixed smooth surface representing every member of the thick moduli space. We use the standard smooth dependence of the glued metrics and their hyperbolic holonomy representations on Fenchel–Nielsen coordinates. Choose smooth representatives over finitely many parameter neighborhoods and conjugate the hyperbolic holonomy representation using a fixed lifted Riemannian orthonormal frame. Passing to finite compact subboxes gives a compact set of representations, together with a compact family of representative smooth metrics. Changing the markings between boxes causes no problem: all are markings from the same fixed , and the union is finite.
Third, uniformization theorem identifies each marked hyperbolic surface with for a faithful discrete hyperbolic holonomy representation into . We use the standard lifting fact that a closed orientable hyperbolic holonomy representation admits a lift to , and lifts may be chosen continuously on small parameter neighborhoods. Choose lifts on finitely many such neighborhoods, allowing the finitely many possible sign choices. A representation is described by the matrices of standard fundamental group generators. The polynomial encoding of hyperbolic geodesic lengths uses, for each fixed group word , its squared matrix traceis a polynomial in their entries: products are polynomial, and the inverse of a determinant-one matrix is its polynomial adjugate. For a nontrivial hyperbolic word, the hyperbolic translation length obeysThus equality of the positive lengths is exactly equality of these trace polynomials, independent of lift signs.
Fourth, the length spectrum of a closed hyperbolic surface is locally finite with finite multiplicities. We need the uniform finiteness of short geodesic classes across the compact marked family. More uniformly, for each finite , only finitely many unoriented primitive conjugacy classes can have length at most in any metric of . To justify uniformity, compactness of the smooth metrics gives a common bilipschitz equivalence comparison with one fixed metric on . If , the minimizing geodesic has length at most , so . Local finiteness for then gives a finite list. Local finiteness itself follows from proper discontinuity of the cocompact group of the hyperbolic holonomy representation: conjugate a geodesic axis to meet a fixed compact fundamental set, and a bounded-length axis gives a group element moving that compact set a bounded distance, of which there are only finitely many.
Finally, the Hilbert basis theorem says that a polynomial ring in finitely many real variables is Noetherian. Consequently a decreasing sequence of sets cut out by polynomial equations eventually stabilizes. Indeed, their vanishing ideals form an increasing chain and stabilize. Finite unions of such sets are still algebraic: one can take all products of one defining polynomial from each component. This finiteness fact is the engine that turns arbitrarily many spectral comparisons into finitely many.
Enumerate the primitive unoriented conjugacy classes as . For each letand let be the finite set of primitive classes that can have length at most anywhere in . Define in the finite-dimensional space of pairs of generator matrices as follows: it consists of pairs for which there exists an injectionand also an injection satisfying the analogous equations with and interchanged. There are only finitely many injections. Each choice imposes finitely many polynomial equations; taking their finite unions and then intersecting the two directions proves that is a real affine algebraic set. On determinant-one representations these equations are exactly the desired matching of lengths. Defining the polynomials on the ambient matrix-entry space is harmless; the argument will only apply them to representations in .
Put . The sets form a decreasing chain of affine algebraic sets, hence for some ,For representations in , membership in this intersection is equivalent to equality of the full length spectra. One direction follows by matching equal lengths, including their multiplicities. For the other, fix a length . All primitive classes of length on the first surface occur in some finite initial segment. Its injective matching shows that the second surface has at least that multiplicity at ; the reverse injection gives the reverse inequality. Local finiteness makes both multiplicities finite. Doing this for every proves multiset equality.
TakeIf two surfaces in have equal length multisets up to , each initial segment through can be matched injectively on the other surface. Its matching classes lie in , since the matched lengths are at most . The reverse matching is available as well. Thus the pair belongs to , hence to every , and the preceding paragraph yieldsAll choices of the compact family were made using only and , so the resulting cutoff has the asserted dependence. If the thick family is empty the assertion is vacuous. This proves Buser's finite length spectrum theorem without claiming that equal full length spectra always force isometry; exceptional isospectral pairs are compatible with the theorem and are precisely why Wolpert's theorem is a generic statement.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 50 2 Solution Created 2026-10-03 Updated 2026-10-07
The geometric object underlying an gauge field is a principal connection on a principal bundle with structure group SU(2). The base is spacetime, or an oriented Riemannian manifold in the Euclidean formulation. A choice of local section identifies each fibre with SU(2) and produces a local gauge potential. Such a choice is a choice of internal frame; changing it produces a gauge equivalence of principal connections. The bundle specifies the global gluing of these frames, while the principal connection specifies how frames at neighbouring points are compared.
The SU(2) group consists of unitary matrices of determinant one. Its Lie algebra consists of traceless Skew-Hermitian matrices. For definiteness usewhere the are Pauli matrices. The commutator fixes all signs below. The positive invariant inner product on this Lie algebra is . Absorb the coupling into the gauge potential, so the gauge covariant derivative in the defining two-dimensional representation is with . A convention using Hermitian Pauli matrices instead moves factors of and the coupling into ; the underlying principal connection is the same geometric data.
A principal connection can be given by a Lie algebra-valued differential one-form on satisfyingHere is the vertical vector generated by the right group action. The first identity recovers vertical motion and the second makes the construction independent of a fibre frame. Its kernel is the horizontal distribution of a principal connection, complementary to the vertical tangent spaces. A curve is horizontal when annihilates its velocity, so a principal connection defines parallel transport along curves in .
For a local section , the local principal connection form is . Change the section to , with . Differentiating has a translated horizontal part and a vertical part from . The two defining identities for the principal connection therefore giveOn overlapping trivializations this is exactly the compatibility law for the local principal connection forms. In particular, the gauge potentials need not glue as ordinary globally defined differential one-forms on . On a nontrivial principal bundle there need not be any global section with respect to which one could write a single matrix-valued .
An active gauge equivalence of principal connections is generated by a bundle automorphism covering the identity on and commuting with the right SU(2) action. Its local description has the same transformation formula, but its local group-valued functions must satisfy transition compatibility on overlaps. This distinguishes the structure group SU(2) from the full gauge group of a fixed bundle. Two descriptions related by a passive change of section encode the same principal connection; two connections related by such an automorphism lie in the same physical gauge orbit. The space of principal connections on a fixed bundle is affine: the difference of two connection forms is a differential one-form with values in the adjoint bundle, since their inhomogeneous transformation terms cancel.
The curvature of a principal connection isIt is horizontal and equivariant, hence descends to a differential two-form on valued in the adjoint bundle. In a local section the gauge curvature becomesThe product combines the exterior product with matrix multiplication. The commutator term is the specifically non-Abelian interaction. Substitution of the transformation of , using , cancels all derivatives of and givesThus the gauge curvature transforms tensorially even though the gauge potential does not. Geometrically, the curvature of a principal connection measures the failure of the horizontal distribution of a principal connection to be integrable; physically it is the non-Abelian gauge field strength.
Matter fields are sections of associated vector bundles. A field in the defining representation of SU(2) is a section of . Its two local components satisfy under the section convention above. The induced gauge covariant derivative obeysThis covariance is why replacing ordinary derivatives by gauge covariant derivatives makes the kinetic terms compatible with changes of internal frame. Applying the gauge covariant derivative twice yields , so the gauge curvature also measures the noncommutativity of covariant differentiation. Other group representations give other associated vector bundles and replace by its image under the differential of the representation.
For an adjoint-valued differential form of degree , setExpansion of , using , proves the gauge-theory Bianchi identityThis is an identity for every principal connection, independent of any field equation. It should be distinguished from the dynamical Yang-Mills equations.
To obtain dynamics, equip with a Riemannian metric and an orientation, and let be its Hodge star operator. With the Skew-Hermitian normalization above, the positive Euclidean Yang-Mills action isThe matrix trace and the Hodge star operator make this independent of the choice of local section. The minus sign compensates for the negative trace form on Skew-Hermitian matrices. Varying the principal connection gives , and thereforeFor compactly supported variations, or on a closed base, integration by parts gives the Yang-Mills equationsIn components these are . The gauge-theory Bianchi identity provides the complementary geometric identity . Coupling matter adds the associated gauge current to the dynamical equation; the transformation law of the gauge covariant derivative ensures covariance of that current as well.
The principal connection also supplies nonlocal observables. Along a path , parallel transport is determined byThe ordering is necessary because the Lie algebra matrices at different points need not commute. The resulting Wilson line transforms as . For a closed path, its matrix trace is a Wilson loop, independent of the frame at the basepoint. These observables record the holonomy of a connection. A flat principal connection has trivial holonomy of a connection around sufficiently small contractible loops but may have nontrivial holonomy of a connection around noncontractible loops. Thus vanishing local gauge curvature need not eliminate global gauge information.
The global topology becomes particularly visible in four dimensions. For a closed oriented four-dimensional base, Chern-Weil theory gives the Second Chern number of the defining associated vector bundle:The plus sign here uses Skew-Hermitian curvature and the mathematical second-Chern convention: expanding with gives precisely the displayed Second Chern form. A convention defining a physics topological charge with a leading minus sign instead calls that charge . Neither choice changes the absolute-value action bound.
The Second Chern number is independent of the principal connection on a fixed bundle. Indeed, the gauge-theory Bianchi identity implieswhose integral vanishes on a closed base by Stokes theorem. A nonzero Second Chern number obstructs a global trivialization: for a globally defined , , so its integral on a closed base would be zero. On , gluing two trivial bundles over four-balls uses a transition map . Since SU(2) as the three-sphere identifies the target with , such gluing maps have integer degree of a map between oriented manifolds, illustrating how distinct topological sectors arise.
In four Euclidean dimensions, the Hodge star operator squares to one on differential two-forms. Decompose with . Define the nonnegative squared norms . Orthogonality givesEquality means that one component vanishes, giving the self-dual Yang-Mills equations or the Anti-self-dual Yang-Mills equations. Such finite-action solutions are Yang-Mills instantons. They solve the full Yang-Mills equations because . With the second-Chern convention just specified, anti-self-dual curvature has and self-dual curvature has . On noncompact spacetime one must impose suitable decay or boundary conditions before treating the topological integral as an integer and using the same bound without boundary terms.
Local gauge potentials, matter gauge covariant derivatives, gauge field strength, parallel transport and Second Chern number are different manifestations of one principal connection. The principal bundle preserves the global information that a single local gauge potential cannot capture; the Yang-Mills action then selects its physical dynamics.
Past exam of the mathematics course of the University of Cambridge 2014 ia Paper 1 8C i Solution Created 2026-09-24 Updated 2026-10-06
Expanding the commutator immediately gives , , and . For its matrix trace, writeConsequently every matrix commutator is traceless: . This is the trace of a matrix commutator identity, valid for arbitrary square matrices over the complex numbers.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 51 3 Solution Created 2026-10-03 Updated 2026-10-06
A Chern number turns local curvature data into a global integer. Let be a complex vector bundle over a compact oriented manifold without boundary, with a unitary connection represented locally by an anti-Hermitian matrix-valued one-form . Its curvature form of a connection is . The Chern-Weil theory representative of the total Chern class isThe coefficients are closed differential forms. They represent the images of integral Chern classes in de Rham cohomology. On an oriented -manifold, a product with pairs with the fundamental class to give a Chern number, an integer independent of the unitary connection.
For example,For an bundle with , . On an oriented four-manifold the Second Chern number is thenusing the fundamental matrix trace and the stated anti-Hermitian convention. The trace-product correction is required for a general bundle; it cannot simply be omitted. The sign of a physical instanton number also depends on the trace and orientation convention, so these conventions must accompany the formula.
The local origin of closure is the Bianchi identity and the cyclic matrix trace: . Independence of the connection one-form follows more concretely by varying a family . Since , the Chern-Weil connection transgression isIts integral on a closed four-manifold is zero by the Generalized Stokes theorem. This proves connection independence of ; the integrality is the global Chern class statement, not merely a consequence of the local formula.
The local primitive of the Second Chern form is the Chern-Simons three-formHere we continue to use , so . The cubic coefficient is forced by the exterior derivative. In the graded cyclic matrix trace, and , the latter because cycling one degree-one factor past the other three changes its sign. ThereforeMatrix-valued differential forms require both matrix order and the graded signs; treating all factors as commuting scalars would lose this derivation.
The Chern-Simons three-form depends on a local trivialization and is not itself gauge-invariant. For the Yang-Mills gauge transformation convention , set . The gauge change of the Chern-Simons three-form isThe last term is closed by the Maurer-Cartan equation. On a closed three-manifold its integral is an integer with the fundamental normalization. Consequently the Chern-Simons integral is naturally defined modulo integers, while its exponential is invariant under large Yang-Mills gauge transformations for integer level .
This also explains why a nonzero Chern number is compatible with : need not be a globally defined three-form. On , trivialize over two hemispheres and let on their common equator , oriented as the boundary of the northern hemisphere. The Generalized Stokes theorem and the gauge-change formula giveFor , this is the degree of the transition map, with compatible group orientation; for it is the corresponding integer in . Thus the Second Chern number measures the obstruction to choosing one trivialization over the whole four-sphere.
A simpler First Chern class example is a line bundle over . Write and choose local real potentialsThey have common curvature , so . Their difference corresponds to the transition function , which is single-valued exactly when . This illustrates how the global integer arises from patching, rather than from an arbitrary flux normalization.
In physics, these constructions distinguish topological sectors of Yang-Mills instantons and relate four-dimensional characteristic densities to three-dimensional boundary actions. The Chern-Simons three-form itself gives a metric-independent gauge action in three dimensions. On a closed manifold its first variation isso its classical equation is . The common thread is that a local expression in the connection one-form records global topology: curvature produces the invariant Chern number, while its local Chern-Simons three-form primitive retains gauge and boundary information.