Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 73 3 Solution Created 2026-10-03 Updated 2026-10-14
Use the stellar position second-moment tensor . This is the entering the tensor virial theorem, rather than the engineering moment-of-inertia tensor . For a density pattern rotating steadily about its third principal axis, choose when its in-plane axes are principal axes. Then andIn particular, , , and , while and . Two differentiations at prove the inertia-tensor acceleration of a steadily rotating stellar pattern:Both the off-diagonal acceleration and the in-plane trace acceleration vanish at this instant.
Write for the local mean streaming. The stellar kinetic-energy tensor, stellar pressure-energy tensor, and stellar potential-energy tensor have the conventionsFor an isolated self-gravitating system, . Subtracting its second diagonal component from the first givessoThis quotient requires . In an axisymmetric density distribution it becomes : rotating the pattern about its symmetry axis does not change the density, and this equation cannot determine a pattern speed. Stellar streaming need not be rigid rotation with angular frequency .
Next add the first two diagonal virial equations and use the third. Their acceleration terms vanish, soFor , . With the planar virial trace and , the prescribed mass-weighted quantities satisfy , , and . Therefore and the planar equation becomesEliminating givesThe in the numerator of the PDF's displayed relation is a notation slip: the velocity subsequently defined is . The relation follows from the traces, not from replacing a galaxy by a solid rotating body.
For the axisymmetric oblate spheroid, rotational symmetry gives , and zero integrated off-diagonal random stresses. A line-of-sight unit vector can be chosen as , with face-on. Contracting the random stress tensor with this vector gives the inclination projection of an axisymmetric stellar velocity tensor:This is a mass-weighted random velocity dispersion after subtracting streaming, with consistent aperture weights. Along the projected major axis, azimuthal streaming lies along the direction whose line-of-sight projection is ; a rotation amplitude consequently projects asThere is a necessary observational convention here. The globally defined is a streaming mean square. The displayed amplitude relation holds if the rotation curve is constant, or if the measured rotation-amplitude statistic is weighted consistently to represent this intrinsic quantity. Axisymmetry alone does not equate an arbitrary observed peak rotation to the global . If instead means the full-aperture line-of-sight streaming root-mean-square, azimuthal averaging yieldsand the corresponding root-mean-square is . Keeping amplitude and root-mean-square distinct prevents a spurious factor of two in the kinetic energy.
Finally, let the intrinsic equatorial and polar semiaxes be and , and put . An intrinsic boundary has . Its sky minor-axis coordinate is . Eliminating the line-of-sight coordinate, or maximizing on this ellipse, gives the projected minor semiaxis ; the major semiaxis remains . Thus the projected axis ratio of an oblate spheroid isSubtracting from unity provesThe face-on limit is round with zero projected rotation amplitude; the edge-on limit reveals the intrinsic flattening and in-plane random velocity dispersion. These limits check both the geometry and the convention for inclination.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 73 4 a Solution Created 2026-10-03 Updated 2026-10-14
In an axisymmetric cylindrical coordinate system, the steady Collisionless Boltzmann equation isLet and . Multiply by and integrate over velocities. The spatial terms give . Integration by parts in supplies , and the derivative supplies . The force term vanishes because does not depend on . This assumes sufficient decay of the galactic distribution function to discard all velocity boundary terms. The radial Jeans equation is consequentlyReflection symmetry about makes even and odd. At the midplane the latter vanishes, and . Multiplying by provesAll quadratic velocities here are population moments, not individual stellar velocities. In particular, symmetry does not make the midplane tilt contribution to asymmetric drift disappear: an odd mixed moment can have a nonzero derivative at zero.
For application to the Milky Way, assume negligible mean radial and vertical flows, and define the circular speed by . Write and . Rearranging gives the exact stress-support relationThus the stellar asymmetric drift is the right-hand side divided by . For , this denominator is approximately . If and locally, the bracket becomes , making the density and dispersion-gradient contributions explicit.
A radially declining random-motion stress supplies some of the force needed to support a galactic disk, so its stars need less ordered azimuthal motion than a population on circular orbits. Hotter, often older, stellar populations therefore generally rotate more slowly than cold populations in the same gravitational potential; this is the observed stellar asymmetric drift. It is a stress-support effect, not a frictional slowing of each orbit. For a velocity ellipsoid aligned approximately with spherical coordinates, , and the midplane tilt term contributes rather than zero.
Local measurements of mean rotation and all components of the velocity dispersion, combined with tracer-density and dispersion gradients, can therefore constrain and the radial Newtonian gravitational field. A hotter sample's mean rotation must not be identified directly with the circular speed. The tracer number density need not be the gravitating mass density. Nonaxisymmetric streaming, a nonstationary disk, poorly measured radial gradients, or a neglected tilt term can bias this inference; these are assumptions of the derivation rather than extra free corrections to the circular force.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 73 4 b Solution Created 2026-10-03 Updated 2026-10-14
First consider a genuinely one-dimensional, time-independent collisionless stellar system with Hamiltonian . Choose . For bound vertical oscillations, a phase-mixed population has equal occupations of the upward and downward branches of each orbit. By Jeans theorem, its stationary distribution is a function of the conserved vertical energy, . Equivalently, the one-dimensional Collisionless Boltzmann equation makes constant along the energy curves. Branch-dependent incoming and outgoing populations or time-dependent waves would not satisfy this assumption.
Integrate both signs of and change variable to :The density is thus an Abel transform of the vertical-energy distribution. To invert it without simply quoting an inversion rule, apply a second integral and exchange its order:The inner integral is , as follows by setting . Writing before differentiating avoids an artificial infinite endpoint term. Under sufficient differentiability and decay,The vertical-energy Abel inversion of a stellar distribution is thereforeThis proves the normalization, including the factor from the two velocity signs. The additive origin of merely changes the origin of energy.
For this expression to define a physical phase-space distribution function, must be expressible as a single-valued function of , the integrals and differentiated integral must converge, and the resulting must be nonnegative. Reflection symmetry and a potential increasing with provide the usual single-valued relation on either side of the disk. A sufficiently smooth decreasing is a sufficient condition for nonnegativity; it is not asserted to be necessary for every positive energy distribution. If there is a finite escape energy, replace the infinite limits by that energy and impose the appropriate cutoff and boundary conditions. The displayed infinite-limit formula presumes either a confining potential or a distribution extended by zero above its allowed energy, with no omitted boundary population.
A three-dimensional galactic disk does not automatically meet these hypotheses. Exact separation makes an integral of motion. If the full galactic distribution function factorizes into an in-plane factor and a vertical factor , integrating the in-plane velocities gives the required one-dimensional distribution after its normalization is absorbed into . More generally the vertical marginal must depend only on in the sample being analysed. Near the solar radius, approximate separation can be useful when the sampled heights and radial excursions are small relative to the scales over which the vertical force changes with . If only a slowly varying vertical action is conserved, replacing it by one fixed requires an additional controlled local approximation.
The population must be sufficiently stationary and phase mixed, with negligible mean vertical flow, and the data must measure a well-defined tracer population with a known selection function. Radial coupling and the tilted velocity ellipsoid must be negligible or modelled. In the full vertical Jeans equation, that coupling is ; it cannot generally be discarded merely because a mixed moment vanishes at the midplane. The tracer number density is not the mass density producing the potential.
To infer the local mass, measure the tracer density as a function of height and its vertical velocity distribution near the midplane. With , the latter directly samples . Insert that measured distribution into the forward integral for , and match it to the observed to infer . Equivalently, for trial potentials compute away from the plane, apply the inversion, and require agreement with the measured velocities. Density data alone do not determine both an unknown potential and an unknown energy distribution.
Once the vertical force is known, use the full axisymmetric Poisson equation for Newtonian gravity, rather than identifying every vertical derivative with density in isolation:At the midplane, , soIn terms of the circular-orbit Oort constants, and , the radial term equals . It vanishes for a locally flat rotation curve, not for an arbitrary rotating disk. An integrated version gives the dynamical surface density from vertical stellar motions:Here the actual vertical acceleration is . The sign of the radial correction follows directly from the Poisson equation for Newtonian gravity.
For an illustrative isothermal tracer with constant vertical velocity dispersion , takeThe velocity integral gives , hence . For a locally flat rotation curve this yieldsThis example shows explicitly how a measured tracer scale and velocity scale constrain the gravitating density; using the tracer's own density as the mass source would instead impose an unjustified self-gravitating model.
The inferred density includes luminous and faint stars, gas and dark matter. Comparing it with an independently estimated baryonic census tests for extra gravitating mass. An excess need not be a dark disk: a dark matter halo also contributes to the local force. Conversely, agreement with the baryonic density locally does not exclude a halo at other radii or heights. Vertical disequilibrium, radial mixing, errors in selection or tracer populations, and neglected velocity tilt can mimic a mass discrepancy, so the one-dimensional equilibrium assumptions must be tested when interpreting such an inference.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 67 4 ii Solution Created 2026-10-03 Updated 2026-10-14
For the singular isothermal sphere, integrate its projected surface mass density inside a circle of proper radius :With this gives the reduced deflection magnitudeindependent of . Hence the singular isothermal sphere lens hasThe spherical three-dimensional mass would give the wrong coefficient here; the thin gravitational lens equation needs the projected cylindrical mass.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 69 1 Solution Created 2026-10-03 Updated 2026-10-14
An integral of motion is a function of phase space that is constant along a trajectory. Put , so the stellar acceleration is . In a time-independent spherical Newtonian gravitational potential,The second equality uses the radial direction of . Thus both the binding energy and the full specific angular momentum vector are integrals of motion.
The Collisionless Boltzmann equation isFor a stationary galactic distribution function, this says on every characteristic, so is constant on each stellar orbit. Locally choose a complete set of orbit labels , themselves integrals of motion; constancy along the characteristic means . Conversely, for any such differentiable , the chain rule gives . This proves Jeans theorem in its orbit-invariance form. It does not claim that just two particular integrals classify every orbit in an arbitrary potential. For the specified spherical model, is a rotationally invariant stationary choice.
For the velocity integration, write , , , and set . At fixed position the velocity-dependent factor isUse and integrate over . The mass density isSince ,These integrals use the stated untruncated galactic distribution function over all velocities; an additional escape-energy cutoff would change the result.
In local orthogonal velocity components the same exponent is . Each component is a centred Gaussian distribution. The one-dimensional identity yieldsIn particular the velocity-anisotropy parameter is . This is Gaussian angular-momentum suppression in a stellar distribution.
The radial laws also require self-consistency through the Poisson equation for Newtonian gravity:For , outside a sufficiently small core, the model is almost isotropic and isothermal. Seek its scale-free envelope with . Its distribution-density relation gives , and the Poisson equation for Newtonian gravity gives . Thus the intended intermediate singular isothermal sphere behaviour iswhere a core scale is .
The stated law cannot be the actual central limit of a regular finite-density model. For finite and , regularity and the Poisson equation for Newtonian gravity instead giveand . A broad intermediate region exists only if ; the radius alone does not ensure it.
For the outer radially anisotropic isothermal halo asymptotics, put , and . At the density relation and Poisson equation becomeThe slow outer balance is , so , giving . Its consistency check is , for which . ThereforeThe reference radius changes only subleading logarithmic terms. The circular speed falls as , rather than remaining exactly flat.
Physically, the model has an almost isotropic central region and, if the scales separate, a flat-rotation isothermal envelope. Beyond , suppression of large specific angular momentum leaves predominantly radial orbits: radial velocity dispersion remains , while transverse dispersion falls as . The outer density acquires a logarithmic suppression and the galaxy rotation curve declines slowly. The enclosed mass still grows approximately as , so this untruncated model has infinite total mass.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 2 iii Solution Created 2026-10-03 Updated 2026-10-14
Use cylindrical coordinates and tracer density . A steady axisymmetric Jeans equation, with no mean radial or vertical flow, isWrite , , and . Rearrangement gives the stellar asymmetric drift equationFor an isotropic velocity ellipsoid, all three dispersions equal and the cross stress vanishes. Therefore the required general result isThe positive root is for a prograde galactic disk. A declining radial stress gives : random motions supply some support, so mean stellar rotation is slower than cold-gas circular rotation. For , . The condition alone is insufficient; one also needs .
There is no universal numerical coefficient expressible from and alone. For constant velocity dispersion and , . Thus gives the often-used estimate , while gives a different answer with the same and . For an exponential galactic disk tracer with and , the exponential-disk asymmetric drift has .
Real galactic disks generally have anisotropic velocity dispersions, often . In the small-random-motion epicyclic motion limit for a flat galaxy rotation curve, , so even the non-gradient term matters. The velocity ellipsoid can tilt, and bars or spiral structure can violate steady axisymmetry. Age-dependent galactic disk heating makes the lag population dependent. Gas has finite turbulent and thermal stresses too, though a cold gas disk often approximates much better than a hot stellar population.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 2 ii Solution Created 2026-10-03 Updated 2026-10-14
The rotation-anisotropy diagram below uses the oblate-rotator flattening proxy for . Each curve starts at and rises as increases. The plotted domains cover typical spheroid values, roughly and , with the upper axis extended to show the reference curve's rise. The shaded regions are schematic overlapping populations, not measurements or sharp classification boundaries.
Giant elliptical galaxies commonly have low ordered rotation for their observed flattening, lying below the oblate isotropic rotator reference. Anisotropic velocity dispersions and, in many cases, triaxial structure provide support. Lower-luminosity elliptical galaxies are more commonly rotating, disky systems near the isotropic reference. Classical galactic bulges of spiral galaxies often overlap this rotating-spheroid locus; disk-like bulges can be more strongly rotation supported. These are population trends with substantial overlap, not universal rules for individual galaxies.
Observations usually use projected ellipticity and a line-of-sight rotation measure such as peak speed divided by a central velocity dispersion. The intrinsic and global dispersions used in the derivation are different quantities. Inclination, apertures, and unresolved streaming can change both coordinates. Consequently a point below the reference suggests extra random-motion support, but does not uniquely measure .
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 2 i Solution Created 2026-10-03 Updated 2026-10-14
The stated kinematics do not, by themselves, fix a galaxy's intrinsic axis ratio. The requested curve is the usual simplified oblate-rotator flattening proxy; its additional geometric and streaming conventions should be explicit. Put and adopt the approximate moment prescriptionHere is the ordered support assigned to one in-plane component. Using and solving givesIn this prescription, isotropic random motions give the oblate isotropic rotator curve; positive allows flattening with less rotation. A real solution requires , , and . Equality gives no rotation. This is a useful diagnostic approximation, not an exact identity for arbitrary density distributions.
To see what the tensor virial theorem actually requires, take a finite stationary axisymmetric system with mass-weighted constant velocity dispersions and azimuthal streaming speed . Since , the azimuthal average has . The and components giveand therefore, with the oblate tensor-virial shape factor ,For similar oblate self-gravitating density surfaces, write . The ellipsoidal force coefficients, obtained by integrating the Newtonian force over those surfaces, areThe common radial integral in the stellar potential-energy tensor cancels, but these shape coefficients remain. At , , rather than . With , the intrinsic azimuthal ratio is about , whereas the printed simplified ratio is . Recovering the latter uses both and . Thus, if the printed literally means intrinsic azimuthal speed, its claimed exact relation omits necessary model assumptions and a streaming normalization. The next sketch displays the requested approximate curve with that qualification.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 2 iv Solution Created 2026-10-03 Updated 2026-10-14
For a concrete Milky-Way-like illustration, takeand isotropic tracer velocity dispersionWith local tracer density , the exponential-disk asymmetric drift then predictsThe sketch shows the cold gas following , rising in the inner galaxy and becoming approximately flat, while the stellar curve sits below it. Only radii are used for the stellar approximation; a central galactic bulge needs a separate model.
Milky-Way-like cold-gas circular rotation and a stellar rotation curve with explicitly specified asymmetric drift
. Details. At , and , giving gas speed about , stellar speed about , and a lag about . These are representative scales for the requested schematic, not a fit to the Milky Way. Hotter old stellar populations would have a larger lag: doubling this dispersion at the same radius gives a stellar speed about . The specified radial laws and isotropy make the example reproducible while retaining the qualifications in the preceding derivation.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 3 i Solution Created 2026-10-03 Updated 2026-10-14
For a singular isothermal sphere, spherical integration of the mass density givesThe spherical shell theorem makes the radial attraction . Balancing it with circular centripetal acceleration yieldsThus the model has a flat galaxy rotation curve, resembling the outer galaxy rotation curves of many spiral galaxies. Central rotation curves usually rise, and not all real curves are flat throughout. A pressure-supported elliptical galaxy does not itself rotate at this test-particle circular speed.
The model has divergent central mass density, although finite enclosed mass at each finite radius, and an infinite total mass because . Its potential is logarithmic, requiring an outer cutoff for a finite escape energy. A globally constant isotropic velocity dispersion, spherical symmetry, and one common profile for all gravitating components are further idealizations. Stellar light commonly has a quite different radial profile from the dark matter halo; real disks are flattened, and halos are neither exact isothermal spheres nor infinite. Tidal truncation also changes the distribution near the satellite boundary.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 3 v Solution Created 2026-10-03 Updated 2026-10-14
Use the classical Faber-Jackson relation as the explicitly requested extrapolation. The supplied host fixes its normalization:With the mass derived using circular-orbit Jacobi truncation of two singular isothermal spheres, the dynamical mass-to-light ratio isHence to one significant figureThe rough equal-density truncation convention gives instead. Both conclusions indicate a very large dynamical mass-to-light ratio compared with a normal old stellar population.
Within their bright stellar bodies, typical giant elliptical galaxies have optical dynamical mass-to-light ratios of order a few to ten in solar units, with variations in band, initial mass function, and dark matter. Large outer apertures can give substantially larger ratios. Many dwarf spheroidal galaxies have much larger inferred ratios, from tens to hundreds and, for some very faint systems, still larger values. Thus the computed ratio is plausible as the scale of a very dark-matter-dominated faint dwarf, not as a purely stellar ratio. Dynamical inference depends on member identification, binary motions, equilibrium, and the assumed mass profile.
The stipulated Faber-Jackson relation is not a reliable universal extrapolation down to every dwarf spheroidal galaxy. Also, the fundamental plane of elliptical galaxies contains radius and surface brightness as well as velocity dispersion; the two-variable Faber-Jackson relation is a projection of that information, not an interchangeable definition of the full plane.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 62 2 b Solution Created 2026-10-03 Updated 2026-10-14
Use relative energy , with . If the galactic distribution function depends on alone, rotations and sign reversals in velocity space leave it unchanged. Thus all mean velocities vanish, and the three component second moments are equal. The anisotropy term in the Spherical Jeans equation cancels. With constant radial velocity dispersion , it reduces toIntegration gives the isothermal collisionless tracer densityThe constant changes if a constant is added to the potential; this has no effect on the velocity distribution.
Apply the given untruncated Eddington inversion, retaining its lower limit . Define its integral before differentiation by . With , the Gaussian integral givesDifferentiating and multiplying by yieldsIndeed, at a fixed position this iswhose integral over all velocities is and whose component second moments are . This checks both the normalization and the velocity dispersion.
Let be the line of sight component of velocity. Integrate this Maxwell-Boltzmann velocity distribution over the two transverse components:At projected radius , integrating along the line of sight simply replaces by the projected surface density . Dividing by gives the spectroscopist's normalized Gaussian line-of-sight velocity distribution:It is a zero-mean normal distribution with width , independent of projected radius. This is the untruncated model specified by the lower limit in the inversion formula: no escape-energy cutoff has been imposed. A population restricted to positive binding energy would have truncated velocity tails and would not obey this exact Gaussian density law in a finite escape potential.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 1 v Solution Created 2026-10-03 Updated 2026-10-14
The escape-speed scaling of wind mass loading makes the proposed trend dynamically plausible: the shallower Newtonian gravitational potential of a dwarf galaxy lets stellar feedback expel more gas per unit stellar mass. If coupled feedback supplies specific energy , escape requires ; fixed coupling suggests for an energy-driven outflow. Fixed specific momentum instead gives , or for a momentum-driven outflow.
Since escape velocity has , galaxies whose characteristic radius grows more slowly than their gravitating mass have increasing binding energy per unit mass with increasing mass. For with , the energy-driven outflow estimate gives . Equivalently, greater velocity dispersion in massive spheroids implies greater escape energy and more effective retention of metals.
For scale, one core-collapse supernova of per formed supplies about before coupling losses. At ten percent coupling the energetic upper estimate is about for , but about for . Efficient loss from shallow potentials and retention in deep potentials can span the required range. These are illustrative energetics rather than a unique prediction: cooling, entrainment, fallback and the actual initial mass function determine the escaping mass-loading factor.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 2 i Solution Created 2026-10-03 Updated 2026-10-14
Use a steady, isotropic, self-gravitating dark matter halo, with its constant one-dimensional velocity dispersion. The Spherical Jeans equation and spherical mass conservation readFor the scale-free outer region, put . Its enclosed mass scales as , so is constant only if ; the Spherical Jeans equation then gives . Thus the singular isothermal sphere hasIts circular speed is . If a speed denoted were instead the circular speed, the coefficient would be , but the printed variable is a velocity dispersion.
The assumptions matter. A constant velocity dispersion and spherical shape alone do not specify a unique central mass density or orbital distribution. Even with isotropy, the Spherical Jeans equation integrates to , and the self-gravitating Poisson equation for Newtonian gravity givesThere are finite-central-density isothermal solutions as well as the singular one; the expression is the intended outer scale-free halo approximation. A finite halo must also end or steepen at large radius, since the untruncated singular isothermal sphere has infinite total mass.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 3 ii Solution Created 2026-10-03 Updated 2026-10-14
The result is in the broad range expected for an old, relatively faint stellar population, but is high compared with many observed stellar mass-to-light ratios of a few solar units in optical bands. The comparison must specify the band and whether the measured mass includes dark matter: for example, early-type galaxy dynamical measurements find an -band normalization near solar units at velocity dispersion , including a contribution from dark matter. That is an illustrative observational comparison, not a direct equality with a bolometric stellar calculation.
For an old stellar population, an upper surviving main sequence mass near is reasonable because more massive stars have shorter lifetimes; low-mass main sequence stars also contain much of the surviving stellar mass. However, red giants and other evolved stars can contribute a large fraction of the light despite their small numbers, so omitting them generally makes this calculated mass-to-light ratio too large. Omitting stellar remnants has the opposite effect on the inferred mass, and a single cubic mass-luminosity relation is only approximate across the stated range. Finally, a single initial mass function down to is steeper and more low-mass-heavy than commonly adopted distributions, which flatten at low mass. Ten solar units is a useful toy-model estimate, not a precision stellar-population prediction.

