Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 50 3 Solution Created 2026-10-03 Updated 2026-10-07
Acting on the column gives the faithful Matrix Lie group representationMultiplication and inversion areThus is the real affine group. Differentiating the matrices at the identity gives its Lie algebraWiththe matrix commutator is , and .
The left Maurer-Cartan form and its right analogue areFor a constant , left translation leaves unchanged, and right translation leaves unchanged. Taking their dual vector fields givesThe first pair consists of left-invariant vector fields; the second consists of right-invariant vector fields. These are the invariant frames of the real affine group. Computing their Lie brackets of vector fields yieldsAll brackets of a field with itself vanish. The sign difference is necessary: evaluation at the identity identifies left-invariant vector fields with the matrix Lie algebra as a homomorphism, whereas right-invariant vector fields realize the opposite Lie algebra. Equivalently, is a homomorphism for the same matrix commutator. There is no convention in which these particular coordinate fields both have the positive structure constant while retaining the usual Lie bracket of vector fields.
The Maurer-Cartan equation gives the same check. If , thenFor , insteadThus the left equation is and the right equation is , explaining the opposite bracket signs directly.
Finally, the two given matrix curves are and . Their left action on a general group element isDifferentiating at gives and respectively. Hence Left translations on a Lie group are generated by right-invariant vector fields. More generally, the velocity of is , which is right-invariant because left and right multiplication commute. In the other direction, the flows generate left-invariant vector fields and are right translations on a Lie group.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 15 4 Solution Created 2026-10-03 Updated 2026-10-06
A Levi-Civita connection on a Riemannian manifold is a covariant derivative that is a torsion-free connection, , and a metric connection, . A covariant derivative is -linear in , real linear in , and obeys .
Combining metric compatibility for the cyclic triples and eliminating reversed derivatives with the torsion identity gives the Koszul formulaSince is nondegenerate, this determines uniquely. For existence, use the right-hand side to define : expansion of the Lie bracket of vector fields shows it is -linear in , hence defines a smooth one-form, which the musical isomorphism converts to a smooth vector field. The same expansion shows and . Subtracting the formula with exchanged gives torsion zero; adding its versions for exchanged gives metric compatibility. Thus it is a Levi-Civita connection. Equivalently its coefficients in a manifold chart are the Christoffel symbolsThe intrinsically defined Koszul formula ensures these local expressions fit together. This proves the fundamental theorem of Riemannian geometry.
The product Riemannian metric on isThe two factor tangent spaces are orthogonal, and the sum is positive definite. Lift from and from . We check against lifted local frame fields from both factors, which together span each product tangent space.
If is lifted from , then , while depends only on , so . Also and is horizontal, hence orthogonal to . Every term in the Koszul formula is zero. If is lifted from , and depends only on , so . Now and is vertical, hence orthogonal to . Again every term is zero. Thus is orthogonal to both spanning frame families, and positive definiteness yieldsThis calculation uses the lifts' independence of the other factor coordinates; a vector field with varying coefficients in those coordinates can have a nonzero mixed derivative.
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 2016 iii Paper 115 1 Solution Created 2026-10-03 Updated 2026-10-06
A smooth vector field is a smooth section of a vector bundle of the tangent bundle, so . In a manifold chart, with smooth coefficients. It acts on a smooth function by . For a diffeomorphism , the pushforward of a vector field isThe Lie bracket of vector fields is the commutator of their actions on smooth functions:The second derivatives of cancel, so this is again a vector field. The corresponding Jacobi identity is .
A local flow of is a smooth map on an open neighbourhood of satisfying and . On a sufficiently small neighbourhood and time interval, each is a diffeomorphism onto its image, with inverse . Uniqueness of integral curves of a vector field gives wherever both sides are defined. These are local statements; no assumption of a complete vector field is required.
A smooth tensor field of type is a smooth section of , where the factors are the tangent bundle and cotangent bundle. The flow definition of the Lie derivative of a tensor field isHere pullback applies to each vector factor and the dual of to each covector factor, evaluating at . Thus all tensors being differentiated lie in the same fibre over .
For a smooth function, , and the chain rule givesFor a vector field , in local coordinates the expansions and giveConsequentlyPullback preserves tensor products and tensor contractions, so differentiation makes this definition a tensor derivation. It therefore agrees on every tensor field with the Lie derivative of a tensor field determined by these two formulas.
Now put . The chain rule givesThus is the local flow of . In the case , if , uniqueness of integral curves of a vector field makes on their common domains, or . Conversely, differentiating this commuting identity at zero gives , hence . This proves that diffeomorphism invariance of a vector field is equivalent to commuting with its local flow, with every identity understood on the domain where its compositions exist.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 115 4 Solution Created 2026-10-03 Updated 2026-10-06
Let be the inclusion. The restriction of a connection to an embedded submanifold is the pullback connection on . Concretely, for a tangent vector field on and a local section of , extend smoothly off and define by differentiating the extension in direction . Two extensions differ by a field whose coefficients vanish on . Their derivatives along every tangent curve in vanish too, and the connection's coefficient terms are multiplied by the zero field. The answer is therefore independent of the extension. Dependence only on the value of the first argument follows from the connection's linearity over smooth functions.
The induced Riemannian metric is positive definite, so the fibrewise orthogonal projection is smooth. For tangent fields define the projected ambient connection . It is real-linear and satisfiesbecause . Thus is a Koszul connection on .
The Levi-Civita connection is characterized by the torsion-free connection and metric connection conditionsThese determine it uniquely. For the ambient Levi-Civita connection, the Gauss formula is , withLinearity over smooth functions in is immediate. In , the additional term is tangent and is killed by . Thus tensoriality makes a bilinear map into the normal bundle. Its antisymmetric part isbecause the Lie bracket of vector fields tangent to is tangent. This proves the symmetry of the second fundamental form in an arbitrary Riemannian ambient manifold.
Write the curvature operators as and with in place of . To match the four-slot notation in the requested identity, useThis convention is stated because permuting the slots can change the displayed signs.
If is a normal field and is tangent, metric compatibility applied to gives the tangential derivative of a normal field identityUsing the Gauss formula and this identity,Here the normal part of pairs to zero with . Interchange and subtract; the bracket term obeys . It follows thatRearranging proves the Gauss equation in a curved ambient manifold:All expressions are tensorial, so choosing local extensions of the four tangent vectors proves the pointwise identity at . With flat Euclidean ambient space, and this reduces to the usual Gauss equation.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 309 3 b ii Solution Created 2026-10-03 Updated 2026-10-06
On smooth functions, the Lie derivative of a function satisfiesOn an arbitrary vector field , the Lie derivative of a vector field givesThe middle equality follows from the Jacobi identity for the Lie bracket of vector fields. One can verify that identity without assuming the result being proved: view vector fields as derivations acting on smooth functions, expand their commutators, and cancel the six compositions. Equality as derivations implies equality as vector fields.
For the second identity, let be any operators on either smooth functions or vector fields. Associativity of composition givesEach term cancels in the sum. Applying this to , , proves both requested identities on both kinds of arguments:The commutator identity for Lie derivatives expresses that the Lie derivative of a tensor field represents the Lie bracket of vector fields.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 309 3 b i Solution Created 2026-10-03 Updated 2026-10-06
The Lie derivative of a function is differentiation along the flow, while the Lie derivative of a vector field compares a vector with its pullback by that flow. Their index-free expressions areHere is the directional derivative of the smooth function, and is the Lie bracket of vector fields, characterized by . To see the second expression directly, if is the local flow of , differentiating at gives . This uses the flow definition of the Lie derivative of a tensor field.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 313 2 Solution Created 2026-10-03 Updated 2026-10-06
The real vector space of symmetric matrices has dimension . On its invertible part the derivative of the determinant isAt a determinant-one symmetric matrix, this derivative is nonzero: the symmetric direction gives value . The regular level set theorem therefore yieldsThis applies to every signature component, not only positive-definite matrices.
The special linear congruence action on symmetric matrices preserves symmetry because , and preserves determinant because . The identity acts trivially andThese verify a smooth left Lie group action of the special linear group. By Sylvester's law of inertia, it also preserves the numbers of positive and negative eigenvalues.
For , parametrize the symmetric matrices byThus is exactly the two-sheeted hyperboloidThe two sheets consist respectively of positive-definite and negative-definite matrices. Each is preserved by the special linear congruence action on symmetric matrices. They are individually transitive: on the positive sheet with and ; on the negative sheet use . The stabilizer of either or is .
Differentiating the left Lie group action along gives the fundamental vector fieldFor the three matrices in the question, their coordinate components areA sign convention matters here. With the usual Lie bracket of vector fields , the fundamental fields of this left action obey . Indeed, for linear coordinate fields , the bracket has coefficient . To obtain a Lie algebra representation rather than an anti-representation, use the infinitesimal left-action sign conventionAn explicit answer is thereforeThese are tangent to the two-sheeted hyperboloid: applying each to gives zero. For example,They can be written on either sheet using :Here the omitted component is determined by tangency, and derivatives of must be included when computing brackets in these coordinates.
Direct matrix multiplication givesDirect differentiation of the displayed vector fields gives exactlyFor instance, in ambient coordinates, . These are the defining relations of the sl2 Lie algebra. The three fields are linearly independent over constant real coefficients: if vanishes on a sheet, its coefficient forces , and its coefficient then equals , forcing . Thus the representation is faithful. Their pointwise span need only have dimension two, consistent with the dimension of each sheet.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 313 4 Solution Created 2026-10-03 Updated 2026-10-06
A Poisson bivector is a smooth antisymmetric contravariant two-tensorwhose bracket on smooth functions,satisfies the Jacobi identity. Bilinearity and antisymmetry are immediate, and the product rule makes the bracket a derivation in each argument. Together these properties define a Poisson manifold. Unlike a symplectic form, the Poisson bivector need not be nondegenerate.
Apply the Jacobi identity to the coordinate functions. Since ,Changing to and rearranging the three summands gives the printed coordinate Jacobi condition for a Poisson bivector:This is also sufficient: expanding the Jacobiator of three arbitrary smooth functions, all terms involving second derivatives cancel in pairs by antisymmetry. The remaining coefficient of is the coordinate-function Jacobiator displayed above.
For a Lie algebra, the natural global space carrying the proposed linear bracket is its dual space . If is the chosen basis, define its linear coordinate function by . The Lie-Poisson bracket iswhere are elements of . On a general manifold the same coordinate expression gives a local construction; a global one requires compatible transition rules. The use of supplies that compatibility intrinsically.
Here and . The left side of the coordinate Jacobi condition for a Poisson bivector is thereforeThe final coefficient is the negative of the coefficient of in the Lie algebra identity . Thus the Lie-Poisson bracket satisfies the Jacobi identity.
It remains to find the Lie algebra structure constants for the printed rotation fields. Distinguish their original spatial coordinates from the coordinates on the dual space. Use the conventional Lie bracket of vector fields. Their component vectors are , and , respectively. For example,Similarly,The negative sign is essential: these are the fundamental fields of a left rotation action with the stated Lie bracket of vector fields, and consequently have the infinitesimal left-action sign convention discussed above. The first field here has component , as printed in the PDF.
The Lie-Poisson bracket on the dual space consequently hasFor the evolution convention , the Hamiltonian function has derivatives . Substitution gives the quadratic rotational Lie-Poisson dynamicsThese are Euler-type Hamilton's equations on a noncanonical Poisson manifold. When , and with positive principal inertias, they are the Euler equations for a torque-free rigid body in body angular-momentum coordinates. As a check, is conserved by antisymmetry of the Poisson bracket, and is a Casimir function of a Poisson manifold. Direct differentiation of in the three equations cancels the terms . The Hamiltonian flow therefore lies on both an energy level and a sphere, a symplectic leaf of this signed rotational bracket.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 2 c Solution 2026-10-05
For the Lie derivative of a tensor field, the scalar rule follows because a vector field differentiates products of smooth functions. On vector fields the Lie bracket of vector fields satisfiesThis follows by applying both sides to an arbitrary smooth function and expanding the two compositions of derivations. Both the scalar and vector-field operators are real-linear, so the extension theorem applies and gives the unique contraction-compatible tensor operator .
For a type- tensor , regard it as the pointwise endomorphism of obtained by contracting its covector slot with a vector. The endomorphism-induced tensor derivation starts withIt is real-linear and obeys . The scalar operator zero is a derivation in every dimension, so there is no zero-dimensional obstruction here. Consequently it also extends uniquely. On a differential one-form, the two operators areTheir actions on arbitrary tensor fields follow by the tensor-product rule; adds in every contravariant slot and subtracts its dual action in every covariant slot.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 2 d Solution Created 2026-10-03 Updated 2026-10-05
The tensor denoted acts as the rank-one endomorphism . In the paper's covector-first ordering it is written , using the canonical interchange of tensor factors; this is the same endomorphism.
On any smooth function ,On a vector field , the Lie bracket of vector fields givessoMultiplication by preserves the tensor-product Leibniz rule and commutation with tensor contractions, since the latter are linear over smooth functions. Hence the difference is a real-linear contraction-compatible tensor derivation whose scalar operator is zero. Its agreement with on functions and vector fields determines its action on every tensor by uniqueness:For example, on a differential one-form this gives . Equivalently , which checks the sign independently. This is the scaled Lie derivative defect identity.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 4 c Solution Created 2026-10-03 Updated 2026-10-14
The product Riemannian metric isIt is smooth and symmetric. If , at least one component is nonzero and contributes a strictly positive squared norm; the other contributes a nonnegative term. Thus is positive definite.
Let the factor connections be Levi-Civita connections. The torsion form of the product affine connection vanishes on two lifted fields from one factor because it equals the factor torsion; on opposite-factor fields it vanishes because both covariant derivatives and the Lie bracket of vector fields vanish. By tensoriality, torsion vanishes for all fields.
Check metric compatibility on lifted fields as well. When the two paired fields are from one factor, their metric pairing depends only on that factor. Differentiation along that factor gives the usual factor compatibility identity, and differentiation along the other factor gives zero on both sides. When the paired fields are from different factors, their pairing is identically zero and their derivatives stay in their original summands, so both sides are again zero. Since has tensoriality, these checks imply globally.
The existence and uniqueness of the Levi-Civita connection therefore givesEquivalently, applying the Christoffel symbol formula to the block metric gives the factor coefficients and zero mixed coefficients, because each factor metric is independent of the other coordinates.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 115 1 1 Solution Created 2026-10-03 Updated 2026-10-05
The tangent bundle is , with its smooth vector-bundle structure from coordinate charts. A vector field is a smooth section of this bundle. The Lie bracket of vector fields is their commutator as derivations:In coordinates, .
The four numbered conditions here are hypotheses of one argument, so the following sections assemble its proof. Let . Because all are tangent to the boundary, evaluating on a tangent vector there evaluates the volume form on vectors in the -dimensional boundary tangent space. Alternation gives . This uses the interior product of a differential form and will make the boundary restriction of the de Rham cohomology class vanish.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 115 2 i Solution Created 2026-10-03 Updated 2026-10-05
A smooth rank- smooth distribution is involutive distribution if the Lie bracket of vector fields of two local sections remains a section. It is an integrable distribution if every point lies on an immersed -dimensional integral manifold with tangent spaces equal to . The Frobenius theorem says these conditions are equivalent, and gives local coordinates with .
For necessity, fields tangent to an integral manifold have brackets tangent to it: they annihilate functions vanishing on the manifold, and so does their commutator. For sufficiency, induct on . The rank-zero case is immediate. Straighten a nonvanishing local section using the flow-box theorem to obtain . Choose a frame with the having no component. Involutivity gives for the column of these fields and a smooth matrix . Solve the matrix ordinary differential equation , with on . It stays invertible, and satisfies . On the transverse slice, the span an involutive rank- distribution. The induction hypothesis supplies adapted slice coordinates; extend them independently of . These give the required rank- coordinate distribution and its integral manifolds.
For the real Heisenberg group, multiplication isDifferentiating left translation at the identity gives its left-invariant frame of the real Heisenberg group:Then and the other basis brackets vanish. Since , the Heisenberg horizontal distribution is not involutive, hence not integrable by the Frobenius theorem.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 115 3 Solution Created 2026-10-03 Updated 2026-10-05
In coordinates, expanding and the Lie bracket of vector fields showsThe terms differentiating components of cancel against the bracket, leaving . This is the exterior derivative of a one-form evaluated on vector fields.
A connection on a vector bundle is a linear map satisfying ; evaluation on defines . Its curvature form of a connection is , locally . Direct expansion, using the displayed exterior-derivative identity, givesThe derivative terms on a scalar multiplying cancel, and the expression is also linear over smooth functions in . Thus it is an alternating tensor with values in , namely an element of .
The dual connection and tensor product connection induce the endomorphism bundle connection on :Expanding twice cancels the cross terms and givesHere are local smooth sections; derivatives are not defined for isolated fiber elements without extensions. Subtract the corresponding identity to get the curvature of an endomorphism bundle connection:This vanishes for all exactly when each is central in the full matrix algebra, hence scalar. For rank , is a smooth two-form andConversely scalar curvature commutes with every endomorphism. This is the scalar-curvature criterion for a flat endomorphism connection; it permits a nonflat connection on itself.
Past exam of the mathematics course of the University of Cambridge 2020 ii Paper 1 38D i Solution Created 2026-09-24 Updated 2026-09-29
The coordinate expression for the Lie bracket of vector fields isFor the Levi-Civita connection,The final term vanishes because the Christoffel symbols are symmetric in while the vector product in parentheses is antisymmetric. Hence
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 115 4 b Solution 2026-09-28
The Lie bracket of vector fields is bilinear, alternating, satisfies the Jacobi identity, and is natural under diffeomorphisms. Therefore the bracket of two left-invariant vector fields is left-invariant. DefineThenand the inherited bilinearity, alternation, and Jacobi identity make a Lie algebra.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 313 2 Solution 2026-09-28
The special orthogonal group in three dimensions isDifferentiating at the identity shows that its Lie algebra is the space of skew-symmetric matrices. A convenient basis iswith .
The infinitesimal action of on a point is . It therefore generates the vector fieldFundamental vector fields for this left action form an antihomomorphism with the stated convention, and direct differentiation givesso their span is closed under the Lie bracket of vector fields.
The brackets , , and define the rotational Lie-Poisson structure on R3. With the convention that a Hamiltonian vector field acts by ,Hence the required Hamiltonians are simplyThe quadratic functionsatisfies for all , so it is a Casimir function of a Poisson manifold. Its nonzero regular level sets are spheres. The Poisson tensor has rank two there and is tangent to each level set, so it inverts to a symplectic form; each sphere is a symplectic leaf. Rotations preserve both and the alternating tensor , hence preserve the restricted Poisson tensor and its inverse symplectic form. The action therefore restricts to a symplectic action on every sphere .