Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 23 2 i Solution Created 2026-10-03 Updated 2026-10-14
For a compact Lie group, take any positive-definite Hermitian inner product on and average using probability Haar measure:It remains positive definite, because the integrand is positive for a nonzero vector, and translation invariance makes it -invariant. If is an invariant subspace, then is invariant too: when . Thus . Induction on dimension proves complete reducibility. This uses the usual continuous finite-dimensional representations of the compact group.
For a connected complex reductive algebraic group, representations are understood to be rational representations. Use a compact real form with . The structural construction takes a compact real form of the semisimple derived factor and the unit circles in the central torus, then passes through their finite central quotient. This is the compact-form structure of a complex reductive group, rather than an assumption that its given representation is already unitary.
The group is Zariski dense: the Lie algebra of its Zariski closure contains the complex span of , hence all of ; connectedness then makes that closure . Average over as above. The orthogonal complement of a -submodule is -invariant. Its stabilizer is a Zariski-closed subgroup, since preserving a fixed subspace is a system of algebraic matrix conditions. The stabilizer contains dense , so it is all of . This again gives an invariant complement to every submodule and provesIf reductivity is defined to allow finitely many components, first obtain a -equivariant projection . Average its conjugates over the finite component group. Since commutes with , the average is independent of coset representatives; it is -equivariant and remains the identity on . Its kernel supplies the required complement. Thus the result holds in that convention too.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 59 4 Solution Created 2026-10-03 Updated 2026-10-14
A Poisson manifold is a smooth manifold with a bilinear bracket on smooth functions that is antisymmetric, obeys the Leibniz rule and satisfies the Jacobi identity. Equivalently, a Poisson tensor gives . Its rank need not be constant or maximal. Here define Hamiltonian evolution by , agreeing with the canonical bracket .
A smooth Lie group action sends each along its orbit , with stabilizer . If the action is free and proper, the orbit space is a smooth quotient manifold and the projection is a submersion. Without these hypotheses the quotient can have singular orbit-type strata, or even fail to be Hausdorff. For an action preserving the Poisson bracket, invariant functions form a Poisson subalgebra. On a smooth quotient , their identification with smooth quotient functions definesThus is a Poisson map. The quotient is generally Poisson, not necessarily symplectic: different reduced momentum sectors can be different leaves. An arbitrary smooth group action alone does not guarantee this bracket descent.
For a Lie group , conjugation differentiates at the identity to the Adjoint representation of a Lie group, . Its infinitesimal version is . The coadjoint representation on the dual space is defined byThe inverse in the first formula makes this a left action. These definitions distinguish the representation on infinitesimal generators from its dual action on momenta.
There is a natural positive Lie-Poisson bracket on :The differentials lie in . In a basis with , linear coordinates satisfy . The bracket extends by the chain rule and Leibniz rule to smooth functions. Its coordinate Jacobi condition reduces precisely to the Jacobi identity for , proving that it is Poisson. Reversing its overall sign also gives a Poisson bracket and is useful for body-frame conventions below.
On a general Poisson manifold, the vectors span a distribution. The Jacobi identity closes this family under commutators, and its orbits under Hamiltonian flows form the symplectic foliation. On each leaf the induced two-form satisfiesIt is well-defined after quotienting out differential covectors giving zero Hamiltonian vector field, is nondegenerate on the leaf, and is closed by the Jacobi identity. Leaf dimensions can vary, so ordinary constant-rank foliation terminology must be qualified. A Hamiltonian trajectory remains in one leaf; a Casimir function of a Poisson manifold is constant along all such trajectories, but its level set can contain more than one leaf.
For , under the convention above. Hence the connected coadjoint orbits are exactly its symplectic leaves for connected ; for disconnected , take connected orbit components. The orbit two-form is the Kirillov–Kostant–Souriau symplectic form:If a generator is in the stabilizer, its pairing with every bracket vanishes, proving independence of the choice of tangent generator. Conversely, vanishing pairing with all tangent generators puts it in that stabilizer, proving nondegeneracy. The cyclic derivative relation giving is the Lie algebra Jacobi identity. This explains the symplectic structure of the orbit rather than just naming it.
Identify the SO(3) Lie algebra with by the hat map . Its Lie bracket becomes the vector cross product, and the invariant Euclidean pairing identifies the dual with angular-momentum vectors . The coadjoint action is ordinary rotation, with infinitesimal action . Therefore its nonzero orbits are spheres ; the origin is a zero-dimensional leaf. In these coordinates,is a Casimir function of a Poisson manifold, since its gradient is parallel to . For tangent vectors to a nonzero sphere, the positive orbit form isIts area integral with the corresponding orientation is , and it reverses sign with the negative bracket.
For a torque-free rigid body, choose body angular momentum and principal moments . Reduction of by spatial rotations gives the body-frame negative Lie-Poisson bracket and HamiltonianKeeping the sign convention explicit is essential: using the positive bracket with the same body identification would reverse the Euler evolution. The negative bracket giveswith cyclic expressions for the other two components. These are the Euler equations for a torque-free rigid body. The Hamiltonian and are conserved because and . Trajectories therefore lie on intersections of energy ellipsoids with momentum spheres, the latter being the symplectic leaves.
The body's orientation is reconstructed from . Its spatial momentum is constant, since . Thus the body momentum need not be constant even though the spatial conserved momentum is. Poisson reduction retains the dynamics and its momentum leaves while eliminating orientation variables; the unreduced motion is recovered by reconstruction.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 65 2 Solution Created 2026-10-03 Updated 2026-10-14
For a Lie group , Left translation on a Lie group and right translation on a Lie group are the diffeomorphisms and . Their differentials identify the tangent space at the identity with every tangent space. Translating a basis of the Lie algebra gives global left-invariant vector fields and right-invariant vector fields . Left and right translations commute. If , thenThe opposite sign for the right-invariant frame is essential.
Define an affine connection by declaring the parallel. Explicitly, . Its curvature form of a connection vanishes, since successive derivatives of the component functions satisfy the vector-field commutator identity. Its torsion tensor isSimilarly, declaring the parallel gives another flat affine connection , with . In a left-invariant frame the latter connection obeysTo see this, express . Along , differentiation of gives , producing the displayed bracket. Consequently for left-invariant . These are the flat translation connections on a Lie group. They have opposite torsion; if is Abelian, both torsion tensors vanish and the two connections coincide. The phrase “with torsion” does not mean nonzero torsion for Abelian groups.
The average is again an affine connection and satisfies for left-invariant fields. Its torsion tensor is zero. With the curvature convention , the Jacobi identity givesDefine the Ricci tensor by . Since , this giveswhere is the Killing form. Thus the canonical torsion-free connection on a Lie group is generally curved. Its exact flatness criterion is : Abelian and two-step nilpotent groups are exceptions. A vanishing Ricci tensor alone does not prove flatness.
For a semisimple Lie algebra, the Killing form is nondegenerate. Its adjoint invariance gives , so translating it defines a bi-invariant pseudo-Riemannian metric . For left-invariant fields,A metric-compatible torsion-free connection is uniquely the Levi-Civita connection; therefore is its Levi-Civita connection. Moreover,The special feature is a canonical nondegenerate metric and an Einstein manifold structure. The metric need not be positive definite: noncompact semisimple groups generally require indefinite signature. For compact semisimple groups, using gives a bi-invariant Riemannian metric with instead.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 65 3 Solution Created 2026-10-03 Updated 2026-10-14
A fiber bundle with base , fiber and structure group acting on from the left consists of a projection and local trivializations . On overlaps they satisfyThe smooth transition functions are valued in . A principal bundle is the case with the left multiplication action on itself; its transition functions multiply the group coordinate from the left.
In each principal chart define . This defines a global right action because : coordinate changes commute with right multiplication. It is free, and acts transitively on each fiber. Thus the claimed right action follows from the left transition convention rather than being an additional choice.
If is a global section of a fiber bundle, define by . Freeness and transitivity give exactly one for every point in the fiber, so is bijective and equivariant. In a local trivialization where has group coordinate , the inverse group coordinate is , proving smoothness of the inverse. Hence is a principal-bundle trivialization. Conversely, the identity coordinate in a product trivialization gives . ThereforeThis is the principal bundle trivialization by a global section criterion. It is special to principal bundles; a section alone need not trivialize an arbitrary fiber bundle.
For the quotient examples, assume the Lie subgroups are closed when smooth homogeneous-space statements are intended. The map is a principal bundle with structure group and right action ; is a homogeneous space for left multiplication by . Similarly, has free transitive left action on its fibers. With the usual principal right-action convention one writes . The quotient is a homogeneous space for right multiplication by . These quotients are groups only when the respective subgroups are normal. Nonclosed immersed Lie subgroups can produce non-Hausdorff quotients, so an arbitrary Lie subgroup does not automatically give a smooth Hausdorff base.
Left and right multiplication commute, so taking their orbit equivalence relations in either order gives the same double coset setThis equality does not assert that the double quotient is a manifold or that either stage is a principal bundle. The action can have stabilizers: they correspond to . If the induced action is free and proper, its quotient is a smooth principal-bundle quotient; without those hypotheses orbit dimensions can change. For example, with and both subgroups the rotations fixing the third axis, double cosets are parametrized by . Interior and endpoint stabilizers differ, so this is not a uniform free principal-bundle construction.
For a principal bundle and a left action on , the associated bundle iswith projection . A local principal section gives coordinates , and its changes give precisely the left action of the principal transition functions on . A linear action on a vector space gives an associated vector bundle.
For a metric of signature on an -manifold, an orthonormal frame at is an isometry . The orthonormal frame bundle has structure group , acting on the right by . Its associated bundle for the standard representation is the tangent bundle, sinceis well defined: . Every tangent vector has exactly one such associated equivalence class, and local frame coordinates show that this is a vector-bundle isomorphism. The full frame bundle works similarly with .
Finally, choose a basis of the Lie algebra of a Lie group . Its left translates are a global frame, yielding the explicit tangent bundle trivializationThis proves parallelization of a Lie group by left translations and triviality of the full frame bundle. Choosing an inner product at the identity and translating it gives a left-invariant Riemannian metric; an orthonormal basis translates to a global orthonormal frame. The global section criterion therefore trivializes the corresponding orthonormal frame bundle as well. For any other positive-definite metric on , smoothly applying the Gram-Schmidt process to this global frame gives the same conclusion. Thus the tangent and frame bundles of every Lie group are trivial; the orthonormal statement is with respect to a chosen metric as specified above.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 17 3 a Solution Created 2026-10-03 Updated 2026-10-14
A left-invariant vector field on a Lie group satisfiesor equivalently for every . For , defineThis is smooth because multiplication is smooth and its differential depends smoothly on the base points. The identity gives , so is a left-invariant vector field. Conversely, left invariance forces any such field to have this form with . Evaluation at and the construction above are inverse linear maps. HenceThe Lie bracket of vector fields is their commutator as derivations on smooth functions: . It is another vector field because the cross terms cancel in the Leibniz rule for its action on a product. The bracket is preserved by a diffeomorphism: conjugating the derivation operators by pullback of a smooth function preserves their commutator. Thereforefor left-invariant . These fields are consequently closed under the bracket.
Transport the bracket to the tangent space byBilinearity and antisymmetry come from the commutator. The Jacobi identity follows by expanding the three nested commutators of derivation operators: their six terms cancel in pairs. Thus is a Lie algebra, and the displayed correspondence is a Lie algebra isomorphism onto the algebra of left-invariant vector fields.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 17 3 b Solution Created 2026-10-03 Updated 2026-10-14
Let be the identity. For a left-invariant differential form and a left-invariant vector field , one hasThe value is therefore independent of , even if the Lie group is disconnected. The same calculation applies to another left-invariant field .
The standard exterior derivative of a one-form evaluated on vector fields isBoth differentiated functions are constant in the present situation. ThusThis identity is a direct consequence of left invariance and the stated general formula for the exterior derivative.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 17 3 c Solution Created 2026-10-03 Updated 2026-10-14
The correspondence in part (a) respects Lie brackets. If the Lie algebra is abelian, any two left-invariant vector fields satisfy everywhere, not just at the identity. Part (b) therefore gives for every such pair.
At a point , the map is an isomorphism. Thus every tangent vector at is the value of a left-invariant vector field. The two-form consequently vanishes on every pair of tangent vectors at every point, provingNo connectedness assumption on the Lie group is needed: the argument uses its left translations and its abelian Lie algebra.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 1 5 c Solution Created 2026-10-03 Updated 2026-10-14
Choose a real vector subspace complementary to , so . The smooth maphas differential at , an isomorphism. The inverse function theorem makes a diffeomorphism from a sufficiently small product neighborhood onto an open neighborhood of the identity in .
There is a neighborhood of zero in in which implies . Otherwise choose nonzero tending to zero with . A normalized subsequence tends to a unit vector . The limit directions of a closed subgroup from part (a) give , contradicting . Shrink the product neighborhood so that this exclusion holds throughout its first factor.
If , then by the definition of , and hence . The exclusion forces . Conversely, every belongs to . Thus the local product coordinates for a closed subgroup identify near the identity exactly with the smooth coordinate slice .
Left translation by each element of gives the same description around that element, so is an embedded submanifold of in its subspace topology. The multiplication and inversion maps of restrict to smooth maps on this embedded submanifold, making a Lie group and an embedded Lie subgroup. Its tangent space at the identity is , because is the identity on this coordinate slice. It remains closed by hypothesis. This proves the closed-subgroup theorem, with no prior smoothness assumption on .
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 43 2 Solution Created 2026-10-03 Updated 2026-10-14
A Lie algebra representation is a linear map preserving brackets: . Differentiating a smooth unitary representation of a Lie group gives , an anti-Hermitian operator for each real algebra element . In the physics convention one uses Hermitian generators and writes . Conversely, integration of a Lie-algebra representation gives a representation of the connected simply connected group. A representation of another group with the same algebra additionally has to be trivial on the kernel of its covering map.
For the angular momentum commutation relations, take Hermitian and on a positive-definite inner-product space. A highest-weight vector has and . Set . Commuting through each lowering operator gives . Furthermore,so acting on the highest-weight state and summing the coefficients givesTaking the inner product with produces the unitary highest-weight termination recursionThe first factor requires . If is not an integer, the first integer would make the norm negative, while every preceding norm is positive. ThusFor these values, have strictly positive norms and distinct eigenvalues, while has zero norm and hence is zero. They therefore span a space of dimension , invariant under all three generators. Its weights are . This proves integer or half-integer spin and finite dimension . The positive-definite unitary assumption matters: an unrestricted algebraic highest-weight module need not terminate. Normalizing the ladder states yieldsThis is the normalized highest-weight lowering formula with the usual positive ladder phases and units .
Choose the active-rotation convention. The SU(2) lift of an axis-angle rotation isThe Pauli matrix multiplication law shows that conjugating by this matrix produces , withThis is the ordinary three-dimensional rotation. In any spin- representation the corresponding unitary operator and its matrix elements areFor half-integer spin, in this notation includes a choice of lift to SU(2); it does not define a single-valued representation of SO(3).
For the specified Euler-angle order, the rightmost rotation acts first:Here the Wigner D-matrix middle factor is . It can be calculated explicitly by realizing spin as the symmetric product of spin-one-half factors. Write and . The fundamental rotation sends to and to . Expanding a normalized symmetric state with plus signs giveswhere . The exponent counts initially positive spinors that become negative, while counts initially negative ones that become positive; their minus signs and binomial coefficients give the displayed expression. Every factorial argument is an integer even for half-integer spin.
For spin one-half this reduces to the explicit matrixReplacing by reverses both sine and cosine, so every entry changes sign. In particular, a pure rotation gives , while a rotation gives .
Finally, the Adjoint double cover from SU(2) to SO(3) is surjective by the axis-angle construction. Its kernel consists of matrices commuting with all Pauli matrices, hence scalar matrices; within SU(2) these are . ThusTheir Lie algebras are isomorphic, but their global topology and representations differ. In spin , the central element acts as , so exactly the integer-spin representations descend to ordinary SO(3) representations. This is the descent of an SU(2) representation to SO(3) criterion.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 14 1 Solution Created 2026-10-03 Updated 2026-10-07
Fix the Riemann curvature tensor conventionWith this convention the round sphere has positive sectional curvature. Write . We use skew-symmetry in the first and last pairs, pair interchange , and the first Bianchi identity. These are the standard curvature symmetries of the Levi-Civita connection.
For an orthonormal basis of , the Ricci curvature is the traceFor a plane spanned by linearly independent vectors , its sectional curvature isBoth definitions are independent of the chosen basis. The first is the trace of ; the second is unchanged by replacing with another basis of their plane, because numerator and denominator both scale by the square of the change-of-basis determinant. For , , the denominator is one. The terms with vanish, soThe ordered-pair sum counts every unoriented coordinate plane twice.
For , pair interchange immediately givesThus is self-adjoint, including when . The usual Jacobi curvature operator is its negative and is self-adjoint as well. Keeping these two signs distinct will also fix the Jacobi field equation below.
The Bonnet-Myers theorem states that a connected, complete -dimensional Riemannian manifold, , with for a constant has diameter at most and is compact. Completeness is required; a pointwise positive Ricci tensor without a uniform positive lower bound would not suffice for this stated conclusion.
A left-invariant metric on a Lie group is a Riemannian metric for which every left translation is an isometry, equivalently . It is determined by an inner product on the Lie algebra . If the metric is also right-invariant, this inner product is invariant under the adjoint action; differentiating yieldsUse left-invariant vector fields and the permitted formula . The Jacobi identity givesAdjoint skew-symmetry then impliesThis is the Ricci curvature of a bi-invariant Riemannian metric. The last expression vanishes precisely when belongs to the center of the Lie algebra. If that center is zero, it is positive for every nonzero . Its minimum on the unit sphere in is therefore positive. Left invariance transfers this bound to every point: .
Work in the identity component , since . It is compact and hence complete. Give its universal cover the lifted metric. The cover is complete: a geodesic projects to a geodesic in , extends for all time there, and its extension lifts through any prescribed starting point. The local isometry also preserves Ricci curvature, so the same uniform bound holds on the cover. Applying Bonnet-Myers with makes compact. The fiber above is closed and discrete, and hence finite in this compact space; its cardinality equals . Consequently is finite. This is the finite fundamental group from a uniform positive Ricci bound. If , the identity component is a point and the conclusion is immediate; a one-dimensional Lie algebra cannot have zero center.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 17 3 Solution Created 2026-10-03 Updated 2026-10-07
The Lie algebra of a Lie group is the vector space equipped with the bracket transferred from left-invariant vector fields. For , write . A field is left-invariant when for all . Given , defineThis is smooth and left-invariant, because and the chain rule applies. Conversely a left-invariant field is determined by its value at , through this formula. Thusis a vector-space isomorphism, whose inverse is evaluation at the identity.
The Lie bracket of vector fields is preserved by diffeomorphisms: on functions this follows by transporting the commutator of derivations. Therefore the bracket of two left-invariant fields is again left-invariant. Define . Bilinearity, antisymmetry and the Jacobi identity follow from the same properties of commutators of derivations. This supplies the asserted Lie algebra structure.
For the general linear group , invertible matrices form an open subset of , so . The left-invariant field determined by is . Its ambient derivative is . Therefore differentiating left-invariant matrix fields givesHenceThis is the general linear Lie algebra, with the ordinary matrix commutator; right invariance with the same identification would give the opposite sign.
Now let be a smooth Lie group homomorphism. It sends the identity to the identity and induces the linear mapSince , differentiation givesThese fields are -related; no injectivity or surjectivity of is needed. For every smooth function on ,Apply this first with and then with , and subtract the reversed order. The result isAt , smooth functions detect tangent vectors, soThis proves that the differential of a Lie group homomorphism preserves Lie brackets, and hence that is a Lie algebra homomorphism.
For the exponential identity, let be the integral curve of through . Left invariance and uniqueness show for small times: translating the curve through gives the curve through . Repeating this identity extends the curve to all real times. This proves completeness of left-invariant vector fields without assuming that an arbitrary smooth field is complete. Rescaling the parameter also gives . By the definition of the Exponential map of a Lie group, .
The field-related identity shows that is an integral curve of starting at . By uniqueness it equals for all times. At time one,This is the naturality of the Lie group exponential.
Apply this to the determinant homomorphism . The derivative of the determinant at issince the permutation formula gives . The left-invariant field on with initial tangent is ; its curve through one solves , hence is . The matrix exponential determinant identity therefore follows from naturality:This argument uses only the flow definition of the exponential and the scalar exponential, not an unproved matrix formula.
To identify it explicitly with the usual matrix exponential, the series converges in operator norm, uniformly with its differentiated series on bounded intervals. Termwise differentiation gives and . The series commutes with , and differentiating gives zero, so . Thus stays in and, by uniqueness, is the integral curve of through . The matrix series is exactly the flow-defined exponential, justifying either notation in the determinant identity.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 55 3 Solution 2026-10-07
A principal bundle consists of smooth manifolds , a Lie group , a smooth surjection , and a smooth free right action of on , whose orbits are the fibers. Every has an open neighborhood with a -equivariant local trivialization , under which is projection and the action is . Equivalently a local section writes every fiber point uniquely as . On overlaps, sections differ by smooth transition functions satisfying the cocycle identity.
A principal connection is a Lie-algebra-valued one-form on satisfying and for the fundamental vector field . Its horizontal distribution of a principal connection is the complement to the vertical tangent spaces. The local gauge potential of a principal connection is Lie-algebra-valued, specifically ; matrix notation identifies the adjoint action with conjugation. The displayed connection expression is understood on each coordinate trivialization, not as a choice of a global section.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 42 4 ii Solution Created 2026-10-03 Updated 2026-10-14
The proper orthochronous Lorentz group is the connected Lorentz group in the question. Its double cover is , viewed as a real Lie group. Identify a spacetime vector with the Hermitian matrixThe action for preserves this determinant and hence the Minkowski metric. The group is connected, so its image is proper and orthochronous. Its kernel consists of : a matrix in the kernel first preserves , hence is unitary, and then commutes with every Hermitian matrix, so is scalar; determinant one forces the two signs. Matrices in generate spatial rotations, and positive Hermitian determinant-one matrices generate boosts. Rotations and boosts generate the connected Lorentz group, so the action is onto. Polar decomposition also gives as a manifold, proving that it is simply connected. This establishes the Lorentz spinor double cover.
In an anti-Hermitian rotation-generator convention, the Lorentz algebra brackets areThe negative sign in the last bracket distinguishes boosts from Euclidean four-dimensional rotations. After complexification, setA direct bracket calculation gives , and . Thus the chiral decomposition of the complex Lorentz algebra isComplexification matters: the real Lorentz algebra is not the compact real algebra .
Each spin- homogeneous polynomial representation of SU2 extends from to as . Its complex-conjugate extension uses . The finite-dimensional irreducible complex group representations of the covering group are thereforeThe two separate complexified Lie-algebra factors act irreducibly on the two spin spaces, so their tensor product is irreducible. Conversely an invariant complex subspace for the real group is invariant under its complexified Lie algebra; the highest-weight classification for the two factors gives exactly these tensor products. This constructs all finite-dimensional complex Lorentz representations.
Again acts by . Therefore the irreducible representations of the connected Lorentz group itself, in this finite-dimensional complex category, areIf the sum is a half-integer, the group representation is a group representation of the spin cover, or a projective group representation of the Lorentz group, and is not an ordinary single-valued group representation of the group named in the question.
The scalar and four-vector descend. The left and right Weyl spinors, and , do not. Their direct sum is a Dirac spinor, reducible under the connected group; parity exchanges its two chiral summands. The group representations and describe the two complex chiral parts of an antisymmetric tensor. On the rotation subgroup, self-duality of irreducibles identifies the conjugate spin space with the usual spin space, so the Clebsch-Gordan decomposition for SU2 gives the same spin range as in part (i).
These are group representations used for fields, and they need not be unitary for a positive-definite inner product. Indeed no nontrivial finite-dimensional group representation of this group is unitary: if it were, its differential would embed the simple real Lorentz algebra into an algebra of skew-Hermitian matrices. The trace form would give an invariant positive-definite form on that algebra. Invariance and the boost brackets would then force , impossible for positive-definite . Equivalently nontrivial boosts in these polynomial group representations have real exponential rather than phase eigenvalues.
The qualification about dimension is necessary because a noncompact group also has infinite-dimensional unitary group representations. They too can be built using spin spaces, but not by a single finite pair. For example, the rotation content of induced Lorentz representations is obtained from normalized induced representations of the upper triangular subgroup of , with , and unitary characters on its diagonal , trivial on its unipotent part. In the compact picture this uses functions on satisfyingExpanding functions into matrix coefficients selects a single right-torus weight from each spin space, giving the rotation contentNormalized induction supplies the boost action, coupling these infinitely many rotation spaces. The central sign is , so the even- family descends to the connected Lorentz group and has integer rotation spins. This explains both the finite-dimensional field construction and why a classification of unitary group representations cannot simply be identified with the finite two-spin labels.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 15 2 Solution Created 2026-10-03 Updated 2026-10-06
A Lie group is a finite-dimensional smooth manifold with a group structure for which multiplication and inversion are smooth. The group defined here is the compact symplectic group , rather than the full complex symplectic group. Also, the displayed matrix expression requires to be ; the printed size is incompatible with .
Since , we have . The matrix exponential commutes with conjugation, as follows term by term from its absolutely convergent power series. ConsequentlyTo construct logarithm charts for the compact symplectic group, consider the real vector spaceDifferentiating the defining identities at gives precisely these conditions. Conversely if , is unitary andso . These are the infinitesimal conditions of the compact symplectic Lie algebra.
Near , the convergent matrix logarithm series is smooth and inverse to the matrix exponential near zero. These local inverses respect transpose, conjugate transpose, and conjugation; also when both matrices are sufficiently close to . Shrink their neighborhoods accordingly. If there, unitarity givesThe symplectic identity is equivalent to , so, putting , it gives , equivalently . Thus this local logarithm restricts to a bijection between a neighborhood of in and an open neighborhood of zero in . Its inverse is the restricted matrix exponential. These restrictions are manifold charts; left multiplication translates them to every via . The chart overlaps are smooth compositions of multiplication, exponential and logarithm. The subspace topology is Hausdorff and second countable, inherited from the finite-dimensional matrix space, so these charts give a smooth manifold.
Closure under products and inverses follows from and unitarity. Matrix multiplication is polynomial in real and imaginary entries, and inversion on the unitary group is , a real linear operation. Their restrictions are smooth in the charts just constructed. Hence is a Lie group without needing a closed-subgroup theorem.
Write in blocks. The two infinitesimal conditions giveThe skew-Hermitian matrix has real parameters; the complex symmetric matrix has complex parameters, hence real parameters. ThereforeFor , any two-by-two matrix satisfies , so the group is . Explicitly,The rows are orthonormal and the determinant is one; conversely unitarity and determinant one force this form. This is the SU(2) as the three-sphere parametrization. The map and its inverse, extraction of the first row, are smooth. Thus is diffeomorphic to .
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 2 6 Solution Created 2026-10-03 Updated 2026-10-06
A real Lie group is a group equipped with a finite-dimensional real smooth manifold structure, conventionally Hausdorff and second countable, for which multiplication and inversion are smooth.
Its tangent space at the identity is defined by smooth curves through : two curves represent the same tangent vector when their derivatives in a local chart agree at zero. For , left translation determines the left-invariant vector fieldThe commutator of these derivations on smooth functions is another left-invariant vector field, so define the Lie bracketThis construction supplies the Lie algebra structure. In a Matrix Lie group, and differentiating the two fields gives .
For the special linear group, differentiate the determinant along a curve through . Expansion of the determinant, or its differential , givesThe determinant differential is surjective at , so the level set has tangent space equal to its differential's kernel. Equivalently, every tangent matrix has zero trace, and every zero-trace matrix supplies a curve of determinant . Hencewith the matrix commutator bracket. The same calculation over gives the complex special linear Lie algebra ; as a real group, the complex group has that space viewed as a real Lie algebra.
The matrix exponential is the everywhere-convergent serieswhose inverse matrix is . The matrix logarithm is locally defined near byThese maps are inverse on suitable neighbourhoods of zero and , giving a logarithmic chart of a matrix Lie group. A logarithm is not a globally single-valued inverse of the exponential.
Every invertible complex matrix nevertheless has at least one matrix logarithm. Put it in Jordan normal form. For a block , and , choose any complex scalar logarithm of and setThe finite logarithm and exponential identities in the nilpotent variable give . Combine the blocks and conjugate back. Thus the exponential map is surjective on , by existence of a logarithm for every invertible complex matrix.
A connected counterexample is . It is connected: polar decomposition of an invertible real matrix writes each element as , with and positive definite symmetric of determinant one; is connected and is connected to through .
But belongs to this group and is not for any real . Such an would commute with . Since has two distinct real eigenvalues, direct commutation makes a real diagonal matrix. Its exponential has positive diagonal entries, a contradiction. ThereforeThis is an exponential-surjectivity obstruction from distinct negative eigenvalues; connectedness does not eliminate the obstruction.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 17 2 Solution Created 2026-10-03 Updated 2026-10-06
A vector field is a smooth section of the tangent bundle. It differentiates smooth functions by . Define the Lie bracket of vector fields intrinsically byExpanding this expression on a product shows that the two mixed terms cancel, giving . It is therefore a derivation, hence a vector field. In local coordinates,Its coefficients are smooth. The intrinsic definition depends on no chart, which proves coordinate independence of this formula and defines the bracket on the whole manifold.
For a Lie group , let be Left translation on a Lie group. A left-invariant vector field satisfies for every . Evaluation is linear and injective, since . Conversely any gives a smooth left-invariant vector field . Smoothness follows from smooth multiplication and its differential. ThusFor any diffeomorphism , the intrinsic bracket identity on functions gives . Applying this naturality of the Lie bracket to proves that the bracket of two left-invariant vector fields remains left invariant. Evaluation at therefore defines the Lie algebra bracket on .
For the special orthogonal group, differentiation of at gives , so its tangent space is contained in the skew-symmetric matrices. Conversely, for any such , the matrix exponential satisfies and lies in the determinant-one component, because and its determinant varies continuously in . Its initial derivative is , provingFor matrices, . Extend these fields to the open matrix group , where the differential of in direction is . HenceRestriction to the embedded special orthogonal group preserves this bracket because the fields are tangent. Evaluating at gives , the required bracket on the Special orthogonal Lie algebra. The commutator is again skew symmetric. This calculation is differentiating left-invariant matrix fields; reversing the order of the two differentials would give the wrong sign.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 2 6 Solution 2026-10-06
A real Lie group is a finite-dimensional real smooth manifold with a group structure whose multiplication and inversion are smooth. Its tangent space at the identity element is the vector space of velocities of smooth curves through . For the general linear group it identifies with . The matrix exponential and local matrix logarithm areThe exponential is globally defined, and each matrix is invertible with inverse . The logarithm here is a local map near ; it is not a globally defined inverse on every real invertible matrix. The differential of at zero is the identity, and the two power series are inverse locally.
For a general , the assumed Exponential map of a Lie group with has a smooth local inverse by the inverse function theorem, giving a local exponential chart. Define the Lie bracket from local group commutators byFor small the group commutator lies in that chart. More explicitly, the map is smooth and has . Its mixed second differential at is a bilinear map of , proving bilinearity. Swapping the two group elements inverts the commutator, and near . Thus and . In the matrix group, expansion to the mixed term gives the familiar commutator .
For , let and define the Adjoint representation of a Lie group by . It is smooth and satisfies . Its derived representation is . Naturality of the Exponential map of a Lie group under conjugation givesAt , the derivative of the logarithm of the commutator is : the derivative of multiplication at adds tangent vectors, and . Differentiate in to concludeTo prove the Jacobi identity without assuming it in the bracket construction, first establish that the differential of a Lie group homomorphism preserves Lie brackets. For a homomorphism , the allowed exponential identity gives locally. Apply this identity to the group commutator and take the mixed derivative to obtain . In particular givesApplying both sides to yields . Rearranging with antisymmetry provesNeither injectivity of nor the existence of a global logarithm was used.
Finally let be a normal Lie subgroup of , with its corresponding Lie algebra . For each , conjugation restricts to , so its differential preserves : . Differentiate along to get for every and . Thus the Lie algebra of a normal Lie subgroup is an ideal of a Lie algebra. The assertion concerns a subgroup carrying the corresponding Lie-subgroup structure, for example any closed subgroup; no arbitrary abstract subgroup is being assigned a tangent space.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 102 6 Solution Created 2026-10-03 Updated 2026-10-14
A smooth vector field on a smooth manifold is a smooth section of the tangent bundle: it assigns to each , smoothly in local coordinates. In a coordinate chart it has the form , with smooth coefficients . Equivalently, it acts on smooth functions as a derivation, .
For a Lie group , write for Left translation on a Lie group. A left-invariant vector field satisfiesThus it is determined by its value at the identity. Given the printed , first translate it to the identity:The unique left-invariant vector field with value at isThe smoothness of multiplication makes this a smooth vector field, the chain rule proves left invariance, and setting gives .
We prove the completeness of left-invariant vector fields: this left-invariant vector field is a complete vector field. The Picard-Lindelöf theorem, applied in a local chart, gives a unique local integral curve of a vector field through . For every , the curve is an integral curve of a vector field through , becauseCrucially, the same interval works for every initial point.
Let be the maximal integral curve of a vector field through , with maximal interval . If , choose with . The curveexists on and agrees with on the overlap by uniqueness of the local ordinary differential equation. It extends past , a contradiction. The same argument at a finite excludes that possibility. Thus , and uniqueness on overlapping intervals gives uniqueness on all of .
After establishing completeness, uniqueness also gives the one-parameter subgroup law for the global curve through :Both sides, as curves in , are integral curves of a vector field through at . Defining the Exponential map of a Lie group by , the answer is
The identity component is an open normal subgroup, and every open identity neighbourhood generates it. Let be the connected component of . The product of connected spaces is connected, so the image of under multiplication is connected and contains . It is therefore contained in . Inversion has the same property. Thus is a subgroup.
A smooth manifold is locally connected. In particular, a coordinate neighbourhood of can be chosen homeomorphic to an open ball, so there is a connected open neighbourhood of contained in . Its translates , , are open and lie in , and cover . Therefore the identity component of a Lie group is open in . Conjugation by any is a homeomorphism fixing , so it maps into itself; conjugation by gives the reverse inclusion. Hence is a normal subgroup.
If is an open neighbourhood of in , let , allowing inverses in the meaning of generated subgroup. For each , is open and lies in , so is open in . Every other left coset of is also open. Thus is both open and closed in the connected space . It is nonempty, so .
A quadratic form on is a function for a symmetric bilinear form . Equivalently, and the polarizationis a bilinear map. In coordinates there is a unique real symmetric matrix with . No assumption of nondegeneracy or positive definiteness is needed.
An element stabilizes when for every . By the polarization identity, this is equivalent to preserving , or in coordinates toThis is a closed Matrix Lie group. The Lie algebra of a quadratic-form stabilizer isTo prove necessity, differentiate along any smooth curve in with , . The derivative at zero is .
To prove sufficiency, suppose and consider the matrix exponential . ThenIts value at zero is , so for every real . This curve has derivative at zero, proving the claimed tangent space description even for a degenerate quadratic form.
Equivalently, the condition is for all . For a nondegenerate quadratic form it is the corresponding Special orthogonal Lie algebra. To see the degenerate case explicitly, choose a basis withWriting , the condition becomeswhile are arbitrary. Thus the nullspace of the quadratic form is invariant, but arbitrary infinitesimal maps into it are allowed. When , the formula correctly gives and .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 115 2 Solution Created 2026-10-03 Updated 2026-10-06
In a manifold chart, write a smooth differential form as , with increasing. Define its exterior derivative byTo check that this definition is global, change coordinates to . The chain rule expresses as . Differentiating it gives zero because the second partial derivatives of are symmetric and is antisymmetric. The coordinate definition satisfies the graded Leibniz rule, so differentiating the transformed expression for leaves exactly . This agrees with the original formula and proves independence of the manifold chart. The same cancellation of mixed derivatives gives .
The de Rham cohomology is thereforethe vector space of closed differential forms modulo exact differential forms.
Here is a Green-theorem proof of exactness on a disc. Identify the disc with a round disc centred at zero, and let be a closed differential form. Set . For and in the disc, Green theorem on the oriented triangle with vertices gives zero boundary integral, since . HenceTaking and dividing by yields . The radial integral defining is smooth, so andDegenerate triangles follow by continuity. The same proof works on any star-shaped plane domain, including the whole plane.
Integration requires an orientation: take to be an oriented compact -dimensional smooth manifold without boundary. The Generalized Stokes theorem says for every smooth -form . Every -form is closed by dimension, and changing it by an exact differential form leaves its integral unchanged. Thusis a well-defined linear map . Compactness alone does not supply the orientation omitted from the printed integration statement.
For an -dimensional Lie group, choose a nonzero and define the invariant volume form on a Lie group byEach is an isomorphism, so is nowhere zero and defines an orientation. The composition identity gives . Moreover, every left-invariant differential form of degree is determined by its value at , so the space of such forms is one-dimensional.
Under the supplied invariant-representative assumption, all top-degree de Rham cohomology classes are multiples of . For compact , orient it so is positive; then , whereas the Generalized Stokes theorem makes every exact top form have integral zero. Therefore andunder that assumption. For actual compact Lie groups, this argument applies when is connected. The supplied assumption fails for disconnected groups: on , the two components have independent degree-one classes, while globally left-invariant top forms form only a one-dimensional space. In general the top-degree de Rham cohomology of a compact Lie group is , where is its number of connected components.
For , use and . Stereographic projection identifies each with the plane. The disc argument gives and for any closed differential one-form . The overlap is connected, so makes the difference a constant. Adjust one potential by that constant; they glue to a global smooth function with . ThusFinally, is a compact connected Lie group: the identificationidentifies it smoothly with the special unitary group . Matrix multiplication and inversion supply its smooth group operations. The preceding invariant-volume argument therefore gives