Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 50 4 Solution Created 2026-10-03 Updated 2026-10-07
Let be the cotangent bundle projection. Its canonical one-form on a cotangent bundle is defined intrinsically by , so locally . Choose the position-first symplectic formIt is closed by and nondegenerate, since contraction with is , which vanishes only when both coefficient sets vanish. The intrinsic definition of makes this symplectic form independent of coordinates.
Use the convention . Then the Hamiltonian vector field and the Poisson bracket areso . Choosing and gives the same equations; choosing only one of these sign changes would reverse the flow.
For the geodesic Hamiltonian, Hamilton's equations givePut , so . Differentiating givesConsequently,Symmetrizing the velocity factors and raising the first index converts this toThese Christoffel symbols are those of the Levi-Civita connection. Thus a Hamiltonian integral curve of a vector field projects to an affinely parametrized geodesic. Conversely, an affinely parametrized geodesic lifts by to an integral curve of a vector field of , since reversing the calculation proves both Hamilton's equations. This is the geodesic flow on the cotangent bundle. The conserved Hamiltonian is half the squared speed, and the zero-energy case gives the constant geodesics.
A quadratic homogeneous polynomial depends only on the symmetric part of its coefficient matrix. Accordingly take its unique symmetric coefficients of a quadratic polynomial, . This is the standard implicit convention in identifying such polynomials with symmetric tensors. If an arbitrary nonsymmetric representative were allowed, the literal equivalence would fail: in Euclidean , , and all other components zero give the zero polynomial, which has zero Poisson bracket with every function, whereas the lowered coefficient array is not a Killing tensor because it is not symmetric.
Lower the indices of the symmetric coefficient tensor using the Riemannian metric. Since ,Along an affinely parametrized geodesic, metric compatibility and implyHere parentheses mean normalized symmetrization over all indicated indices. The left side is by the Hamiltonian vector field convention. Therefore a rank-two Killing tensor, defined by symmetry and , gives a quadratic geodesic first integral.
Conversely, if everywhere on , the last cubic expression vanishes for every at every point, because the Riemannian metric identifies tangent and cotangent spaces invertibly. A symmetric trilinear form is determined by its diagonal cubic polynomial: equivalently, compare its coefficients, or polarize the cubic. Hence . This proves both directions:with symmetry understood on the coefficient representative from the outset. The equivalence is local and does not require geodesic completeness.
For the final construction, the antisymmetric differential two-form is a Killing-Yano two-form. Its defining equation says . Antisymmetry of also says , so the three-index tensor is totally antisymmetric.
The proposed tensor is symmetric, since it is the inner product of the covectors and :There is a useful geometric proof of its Killing tensor equation. Along any affinely parametrized geodesic, define . ThenThe first term vanishes by antisymmetry in , and the second by the geodesic equation. Thus is carried by parallel transport. By metric compatibility, its squared norm is constant, andEvery tangent vector is the initial velocity of a local geodesic, so differentiation at the initial point gives for every . The same cubic-coefficient argument provesThis proves that the square of a Killing-Yano two-form is a rank-two Killing tensor and supplies a nonnegative quadratic geodesic first integral. The argument also explains the conserved quantity: it is the squared norm of a covector that the Killing-Yano two-form makes parallel along every geodesic.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 16 1 b Solution Created 2026-10-03 Updated 2026-10-06
The passage to Hamiltonian mechanics uses the Legendre transform in mechanics. Assume a regular Lagrangian: the velocity Hessian matrix is invertible. Thendefines a locally invertible map from the tangent bundle to the cotangent bundle. Write its local inverse as and define the HamiltonianDifferentiating this expression, all terms containing cancel because . HenceThe Euler-Lagrange equations become Hamilton's equations:Conversely, a solution of Hamilton's equations satisfies , hence , and recovers the Euler-Lagrange equations. This proves local equivalence of the two descriptions.
On the cotangent bundle, choose the canonical symplectic form and the convention . Then , so its integral curves are exactly the phase-space equations above. This sign convention is used throughout these solutions. For a hyperregular Lagrangian, the Legendre transform in mechanics is globally invertible and gives global equivalence; regularity alone only gives local equivalence. A singular velocity Hessian matrix may instead produce constraints, so the ordinary unconstrained argument does not apply to every Lagrangian.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 46 1 Solution Created 2026-10-03 Updated 2026-10-06
Use the mostly-plus Minkowski metric, and write for equality on the constraint surface. Assume that the mechanical constraints are locally independent. They are first-class constraints whenThus their Poisson brackets vanish on the constraint surface, and their Hamiltonian flows preserve that surface. The structure functions of a constraint algebra may depend on the phase space point. The finite real span of the constraints is a Lie algebra if it closes with constant structure coefficients, in a suitable choice of generators. The Jacobi identity then gives the usual conditions on the structure constants of a Lie algebra. With general structure functions the finite real span need not close, even though the Poisson bracket of all smooth functions is itself a Lie bracket.
To see the gauge invariance directly, let generate a canonical gauge transformation:The variation of the phase-space action integrand isThe second term cancels without using the equations of motion. Taking to vanish at the temporal boundaries leaves the action invariant. Arbitrary functions therefore relate different descriptions of the same physical motion. This reasoning also works with structure functions; constant structure coefficients are only needed for the finite-dimensional Lie algebra claim.
For a closed string, choose and periodic fields. A convenient Nambu-Goto phase-space action isHere and are Lagrange multipliers. The Nambu–Goto phase-space constraints are and , with canonical Poisson bracketsLet . Differentiating the periodic Dirac delta function givesThe opposite signs in and cancel these terms, so . Replace the original constraints by the equivalent chiral densitiesTheir mixed Poisson brackets vanish. Choose opposite Fourier orientations for the two sectors:The chiral constraint algebra of a closed string isEach is the Witt algebra: the vector fields on a circle satisfy . Fourier expansion identifies each real algebra, with , with the Lie algebra of vector fields on the circle. The two commuting copies give , not a quantum central extension.
For an open string, allowed boundary conditions must remove the endpoint term in the variation of the action, consistently with the allowed endpoint variations. The spatial boundary term isIt expresses the open-string endpoint momentum flux. In the temporal gauge for a string , take a boundary-adapted parametrization with at the ends. Fixing gives , a Dirichlet boundary condition. At the other end allow arbitrary spatial variations; for nonzero these require , a Neumann boundary condition. Also in this temporal gauge for a string, so . The constraint at this free-end string boundary condition reduces to . Hamilton's equation consequently gives there. Since , the free endpoint has spatial speed one. This is the null motion of a free string endpoint.
A straight rotating string with one fixed endpoint supplies the required solution in at least two spatial dimensions. Set , , andTake . The Hamilton's equations become , which holds because both second derivatives give . The Nambu–Goto phase-space constraints are satisfied byThe endpoint at stays at the origin, while at and the endpoint moves around a circle of radius with angular speed . At each time the whole string lies on a straight radial segment. Its spatial proper length isThe velocity is everywhere perpendicular to the segment, so this also equals the sum of local rest-frame lengths. The induced worldsheet metric becomes degenerate at the null free endpoint, as expected for the limiting free-end solution.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 8 1 a Solution Created 2026-10-03 Updated 2026-10-06
Write and let denote the Hamiltonian flow from time to time . The characteristic curves satisfy Hamilton's equations:The Hamiltonian Liouville equation then reduces along each curve toThe signs and derivative variables here are those in the PDF.
The global characteristic flow for a Hamiltonian with bounded Hessian follows, for example, from and, for every finite ,Thus the Hamiltonian vector field is globally Lipschitz continuous in on each finite time interval and satisfies . The Picard-Lindelof theorem gives local existence and uniqueness, while the Gronwall inequality gives, for example,This excludes finite-time escape. There is a unique Hamiltonian flow for all finite forward and backward times, and is the inverse of . These sufficient conditions are deliberately stronger than necessary.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 8 1 c Solution Created 2026-10-03 Updated 2026-10-06
For an autonomous Hamiltonian function, the chain rule and Hamilton's equations giveThus the energy is constant along each characteristic:The time-independent hypothesis is implicit in the displayed expression in this subpart. For the time-dependent Hamiltonian function allowed earlier, the correct Hamiltonian energy balance is insteadFor example has a unique global Hamiltonian flow, but its value along a curve increases at unit rate. Thus conservation cannot be claimed for arbitrary time-dependent .
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 8 1 e Solution Created 2026-10-03 Updated 2026-10-06
For the isotropic harmonic oscillator flow, Hamilton's equations are , . In dimension three these are three identical uncoupled pairs. For , put , . The solution from at time zero isThe inverse flow is obtained by replacing by :Integrating the source along the backward characteristic gives the Duhamel formula for Hamiltonian transport:Indeed , and setting gives the formula. It has the prescribed initial value and differentiation along the characteristic gives the source.
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 2 12C a Solution Created 2026-09-24 Updated 2026-10-06
The canonical momentum is , and a regular Legendre transform in mechanics defines after solving for . Its differential isbecause the terms cancel. With the Euler-Lagrange equation , this gives Hamilton's equationsIn particular at corresponding velocities, so a cyclic coordinate for the Lagrangian is also cyclic for the Hamiltonian.
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 2 12C b Solution Created 2026-09-24 Updated 2026-10-06
The canonical momenta are , , . The Legendre transform in mechanics givesHamilton's equations areThus , , and , where . The signs also follow from and .
For , put , , . The motion isDifferentiation verifies both equations and all initial conditions. The centre of the circular motion has the electric drift velocity . For , take , and the same . For , the particle moves freely.
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 3 7D a Solution Created 2026-09-24 Updated 2026-10-06
The Hamiltonian is . On a regular family of closed phase-space trajectories, action-angle variables are canonical coordinates in which is periodic modulo and . Hamilton's equations then give and .
The action variable isThe orientation is that of the motion, so the integral is the positive enclosed phase-space area divided by .
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 ib Paper 2 15D Solution Created 2026-09-24 Updated 2026-10-06
The principle of stationary action, also called Hamilton's principle, requires for fixed-endpoint path variations. Here the original PDF has in the radial kinetic energy; the TeX has lost that dot. With and , the Lagrangian isThe Euler-Lagrange equation for each coordinate givesThe two conserved quantities are angular momentum and energy . By Noether's theorem, they arise respectively from rotational invariance and time-translation invariance of the action. The coordinate is a cyclic coordinate, and has no explicit time dependence.
The conjugate momentum for each coordinate is , . The Legendre transform gives the HamiltonianHamilton's equations areSetting yields with the effective potential .
For and , this potential tends to infinity both as and as , and has its unique stationary point atThe effective potential stability criterion proves a stable circular orbit in a quadratic central potential, with . For a small radial displacement , to first order, so radial perturbations oscillate rather than grow. The diagram shows the centrifugal and quadratic contributions and their sum in dimensionless units:
The printed paper only says that is constant. Its claimed positive-radius stable circular orbit needs the additional attractive-force assumption and nonzero angular momentum. For there is no such minimum; for the effective potential is strictly decreasing. With , the minimum is at the origin and is not a positive-radius circular orbit. These cases are not represented by the diagram.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 320 4 Solution Created 2026-10-03 Updated 2026-10-06
For a regular Lagrangian define the canonical momentum components . Require the velocity Hessian to be invertible locally so that the velocities can be expressed in terms of . The Legendre transform in mechanics definesThe explicit time argument cannot generally be omitted when the given Lagrangian depends on time. Its differential is , since the terms cancel. The Euler-Lagrange equations give , and comparison yields Hamilton's equations:For the time-independent stellar gravitational potential below, is conserved. Its sign convention differs from the binding energy in question 2: here is the ordinary specific orbital energy.
The prescribed nondegenerate prolate spheroidal coordinates require ; equality collapses the coordinate family. Their physical velocity components are , and . Per unit stellar mass the Lagrangian is , so . Its Hamiltonian isThis uses acceleration , as specified, rather than importing the opposite gravitational potential convention.
For the Stäckel potential, use the Hamilton-Jacobi equation with principal function . Axisymmetry makes constant. Write and . Multiplying by and usingseparates it as , where . Each side depends on its own coordinate only and therefore equals a constant, chosen as . Here is the generating function of the gravitational potential, not the gravitational constant. HenceThis proves the conserved axisymmetric Stäckel third integral. Eliminating between the two expressions and using givesAt regular generic phase-space points the three separation constants are independent; special circular or degenerate orbits can reduce their local independence. Thus the model is an integrable Hamiltonian system.
For the intended regular, phase-mixed steady model, Jeans theorem permits a galactic distribution function . At any fixed point, and depend on and only through their squares, and depends only on . Thus is even separately in and , whether or not it is even in . Odd integration proves velocity-ellipsoid alignment in a Stäckel potential:The argument allows azimuthal streaming: it does not require zero mean . The means in the two meridional directions vanish, so the off-diagonal velocity covariance also vanishes. Second moments must exist for this conclusion.
There is a hypothesis behind the printed universal wording. On a generic nonresonant regular invariant torus, a continuous steady distribution is constant along a dense orbit and hence depends only on the torus integrals; this justifies the phase-mixed form. Bare stationarity alone is not sufficient in a degenerate resonant gravitational potential with additional integrals. For example is a Stäckel Hamiltonian: choose , up to a constant vacuum shift. The additional conserved quantity gives a positive normalizable steady tracer for . Its local . At azimuth zero and a regular point where the direction has a radial component, this gives nonzero . This tracer need not itself source the harmonic gravitational potential. It exhibits why the stronger, ordinary phase-mixed three-integral assumption is necessary instead of claiming that every imaginable steady distribution has the asserted alignment.
The geometry follows by multiplying the coordinate-defining equation and evaluating at :Constant surfaces are prolate spheroids, with equatorial semiaxis and polar semiaxis . Constant interior surfaces are two-sheeted hyperboloids. Their common foci lie at . The orbit volume in an axisymmetric Stäckel potential is determined byIts allowed coordinate intervals have turning boundaries or coordinate endpoints. A typical bound orbit with oscillates between inner and outer spheroids, oscillates vertically between hyperboloidal limits, and circulates about the symmetry axis with . The equatorial fold joins the positive and negative branches; it is not necessarily a physical turning point in .
For three incommensurate frequencies, the regular trajectory densely samples its projected allowed volume, with nonuniform occupation determined by its speeds. It does not follow one coordinate surface, and it need not close. Resonant orbits may be closed or lie in a smaller projected set; confines azimuthal motion to a meridional plane (with the usual axis coordinate qualification), and circular or equatorial limits are also lower-dimensional. Smooth Stäckel separation removes the generic chaotic behavior of nonintegrable potentials; it does not assert that every orbit fills a three-dimensional volume.
Past exam of the mathematics course of the University of Cambridge 2017 ii Paper 4 8E Solution Created 2026-09-24 Updated 2026-10-05
The Poisson bracket is . Since , the scalar triple product vanishes, andEquivalently, check the identity on and extend to every polynomial using the Leibniz rule. Thus is a Casimir function of a Poisson manifold of this rotational Lie-Poisson structure on R3.
The Hamilton's equations areLinearization about gives , , . The two nonzero exponents satisfy . ConsequentlyWhen is outside this interval the transverse motion is oscillatory. At equality the linearization is nonhyperbolic; if just one transverse coupling vanishes, the other permits secular linear growth, rather than an exponential instability. This is the familiar intermediate-axis instability described by the Euler equations for a torque-free rigid body.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 311 1 iii Solution Created 2026-10-03 Updated 2026-10-05
Choose the asymptotic time translation: , , with their derivatives , in asymptotically Cartesian coordinates. Use the usual differentiable falloff , , , and analogous falloff for allowed variations; impose the standard additional conditions needed for finite bulk integrals. These variations need not fix the Arnowitt-Deser-Misner energy.
Only the spatial curvature term produces the leading nonvanishing surface variation. Applying the variation of the Ricci scalar and applying integration by parts to its two derivative terms yieldsThe terms involving derivatives of the asymptotic lapse function, and the shift boundary terms, vanish under these falloff conditions. The displayed surface integral need not vanish: its integrand is and the area is .
Hamilton's equations require a Hamiltonian with a variation expressed by the bulk functional derivatives alone for the allowed variations. The unwanted term is exactly , so differentiability of the gravitational Hamiltonian at spatial infinity requiresIts variation cancels the surface term. On the constraint surface, . Restoring units inserts in the surface integral; the paper has set this factor to one. The original PDF has the standard equation ; the extra in the extracted TeX is a transcription error.
Past exam of the mathematics course of the University of Cambridge 2018 ii Paper 1 32A a Solution Created 2026-09-24 Updated 2026-10-03
Hamilton's equations areA time-independent function is a first integral when it is constant along every Hamiltonian trajectory. Sincethis is equivalent to .
The -dimensional Hamiltonian system is integrable when it possesses first integrals that are functionally independent on a dense open set and in mutual involution:
Past exam of the mathematics course of the University of Cambridge 2018 ii Paper 1 8B Solution Created 2026-09-24 Updated 2026-10-03
Use the first-order actionVarying with fixed endpoints and varying freely givesThe principle of stationary action therefore yields Hamilton's equations
For these become and . Along their Hamiltonian flow, is conserved andThus is an integral of motion exactly when .
Past exam of the mathematics course of the University of Cambridge 2018 ii Paper 4 15B Solution Created 2026-09-24 Updated 2026-10-03
Define the canonical momentaWhen the velocity Hessian is nonsingular, these equations can be inverted for , and the Hamiltonian is the Legendre transformIts differential isbecause the terms cancel. The Euler-Lagrange equation identifies , so coefficient comparison gives Hamilton's equations
Both and are cyclic coordinates, so and are conserved. The Hamiltonian has no explicit time dependence and is also conserved. Since is independent of ,under the Poisson bracket. Hence three independent first integrals in involution are
Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 1 32C a Solution Created 2026-09-24 Updated 2026-09-29
In canonical coordinates, Hamilton's equations areA function is an integral of motion if it is constant along every Hamiltonian flow, equivalentlyfor a time-independent . The system is an integrable Hamiltonian system when it has first integrals whose differentials are linearly independent almost everywhere and which are in mutual Poisson involution: for all .
Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 2 14E b Solution Created 2026-09-24 Updated 2026-10-03
The canonical momentum is , and the Legendre transform givesIts Hamilton's equations areand, componentwise,Combining the second equation with recovers the Lorentz force law.

