Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 48 2 Solution Created 2026-10-03 Updated 2026-10-07
Use the full definition of the special unitary group: and . The determinant condition is essential for the alternating tensors; unitarity alone would instead define . Assume when discussing proper invariant subspaces.
Let be the fundamental representation. A tensor belongs to . Its SU(n) tensor transformation isSince , complex conjugation exchanges upper fundamental and lower dual factors. Reordering the two index groups shows that is a tensor.
The invariant tensors follow directly. The Kronecker delta transforms to . For the alternating tensors, the determinant expansion givesThe lower tensor is preserved in the same way using . Thus , and are invariant.
When , the permutation of two upper slots commutes with the tensor product representation. Its and eigenspaces are nonzero proper invariant subspaces. The same argument uses two lower slots when . The remaining rank-two case splits into scalar multiples of and traceless second-rank tensors, since tensor contraction is equivariant. This covers every case except the fundamental, dual fundamental and scalar cases specified in the question. Those three are irreducible: the special unitary group acts transitively on unit vectors in its fundamental space, so a nonzero invariant subspace must be the full space, and the dual has the same property.
A symmetric tensor of upper rank has one component for each multiplicity vector with nonnegative entries and . Equivalently it is a homogeneous degree- polynomial in variables. Counting these monomials givesFor a totally antisymmetric tensor, any repeated index gives zero and the remaining components are indexed by increasing -element subsets. HenceThese are the dimensions of the symmetric power and exterior power, respectively.
For SU(4), the two-index antisymmetric representation has complex dimension six. To establish a six-dimensional real representation, one must exhibit a real structure; simply counting six complex components would give twelve real components. Normalize and define the antilinear mapThe invariant Hermitian form identifies the conjugate indices with lower indices, and the invariant volume tensor then returns an upper pair. Thus commutes with SU(4). The identitygives . Its fixed space hasThree arbitrary complex entries specify all the others, giving exactly six real degrees of freedom. The real structure of the SU4 exterior square therefore provesThe ordinary Hermitian norm restricts to an invariant positive real inner product on this fixed space.
Irreducible representations classify states because an exact symmetry commutes with the Hamiltonian, preserving energy eigenspaces. Irreducible multiplets are the smallest sets closed under all symmetry transformations; their labels and Casimir operators provide quantum numbers. Approximate flavour symmetry gives approximate multiplets and mass relations, with splittings caused by its breaking. Spin and internal quantum numbers are distinct labels.
For the light-quark flavour symmetry in Quantum chromodynamics, the quark flavours form . Their Triple tensor decomposition for the defining sl3 representation isThis algebraic decomposition alone does not determine the allowed ground-state baryons. The three-quark colour singlet is antisymmetric. The no-orbital-excitation ground state has a symmetric spatial wavefunction, so the Pauli exclusion principle requires the combined spin-flavour wavefunction to be symmetric. The three spin-one-half factors haveHere the four-dimensional spin representation has spin , while each doublet has spin . Symmetric decuplet flavour pairs with symmetric spin . The two flavour-octet copies and two spin-doublet copies carry the two-dimensional standard permutation multiplicity space; its tensor square contains one symmetric singlet. Their invariant pairing therefore supplies one octet with spin , not two independent ground-state octets. Antisymmetric flavour would need a completely antisymmetric three-quark spin state, which does not exist.
Equivalently the symmetric spin-flavour SU6 representation hasThus the Pauli constraint on three-quark flavour multiplets gives the concise spectrum classificationThese are the baryon octet and baryon decuplet. The three-quark flavour singlet requires a different spatial permutation symmetry and belongs to excited states, outside the symmetric ground-state approximation used here. If low-lying spatially excited states are also included while their orbital labels are merely suppressed, singlets can occur; the full flavour tensor cube has types . The absence of the singlet from the unexcited ground multiplet is a permutation-symmetry constraint, not a prohibition by alone. Light-quark mass differences make the flavour symmetry approximate rather than exact.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 48 3 Solution Created 2026-10-03 Updated 2026-10-07
Use a real Lie algebra convention . Its Adjoint representation of a Lie algebra acts on itself:Linearity is immediate. The Jacobi identity givesso , the defining Lie algebra representation condition. In the basis , its matrix entries areThus the adjoint generators are the structure constants arranged as matrices. The representation has kernel equal to the center of a Lie algebra; it need not be faithful for an arbitrary algebra.
The Adjoint representation of a Lie group is . It satisfies , preserves the identity, and sends inverses to inverse matrices. Differentiating gives , soConsequently the positive adjoint exponentials furnish the representation on elements and their products, and the intrinsic conjugation action defines it globally.
The inverse-conjugation formula in the PDF needs a minus adjoint exponent with this standard definition. Its first-order term is , whereas has first-order term . For example in a nonabelian algebra with already distinguishes the two. The inverse conjugation and adjoint antirepresentations identity explains the group-order issue as well: satisfies . Retaining the printed inverse conjugation as a left action without this order reversal would not give an ordinary group representation.
The Killing form is the symmetric bilinear formTo prove degeneracy for a non-semisimple Lie algebra, take its nonzero solvable radical and the last nonzero member of its derived series of a Lie algebra. This is a nonzero abelian ideal of a Lie algebra. For , maps into and kills . Every preserves . Hence maps the full space into and has zero restriction there, so its trace is zero. Thus for every . This is the abelian ideals lie in the radical of the Killing form argument, and establishes a nonzero kernel and vanishing determinant.
For a compact real semisimple Lie algebra, the adjoint action is unitary in an invariant positive inner product. Its infinitesimal generators are skew-Hermitian, givingStrictness follows because the adjoint kernel is the zero center. This explains the compactness criterion from the Killing form: “strictly negative” means negative-definite, not that every entry of its matrix is negative.
In the first three-generator example, take columns to be images of the basis . Direct use of the brackets givesTaking traces of products yields the Killing form for cyclic three-generator bracketsIt is nondegenerate, hence semisimple by the preceding degeneracy result, but it has mixed signature and is not compact. An explicit realization iswhich span the real traceless two-by-two matrices and satisfy exactly these brackets.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 48 4 Solution Created 2026-10-03 Updated 2026-10-07
Use signature , the numerical matrices and given in the question, and raise genuine tensor indices with . A real Minkowski spacetime vector corresponds to the Hermitian matrixFor SL(2,C) matrices, is Hermitian and has the same determinant. It therefore induces a real linear Lorentz transformation; composition of the congruence actions agrees with matrix multiplication. The kernel consists of : preservation of makes a kernel element unitary, and preservation of every Hermitian makes it scalar.
Polar decomposition of an invertible complex matrix connects every determinant-one complex matrix to its unitary factor, so the group is connected. The action gives the Lorentz spinor double cover of the Proper orthochronous Lorentz group. It covers rotations via and boosts via the positive Hermitian matrices below. Every proper orthochronous transformation is a boost followed by a rotation, since one can first match its image of the future unit time vector and then use its rotation stabilizer. The congruence construction does not cover spatial parity or time reversal. In particular parity has determinant as a four-vector transformation; all transformations continuously produced from SL(2,C) have determinant .
Set , and . The Pauli matrix multiplication law gives . The proposed boost matrix is , with eigenvalues , determinant one and . Split . The perpendicular Pauli part anticommutes with , so multiplication givesThis is an active Lorentz boost. The image of a rest worldline has velocity , fixing the velocity sign convention.
For two nonzero boosts, write and . Their product isThe last term is anti-Hermitian. Thus is not Hermitian unless the axes are collinear; a pure boost has Hermitian lifts , so it cannot give the same Lorentz transformation. The noncollinear boost obstruction from Pauli products is thereforeThat rotation is a Wigner rotation. A zero-rapidity factor is the trivial exception, regardless of the arbitrary axis assigned to it.
Define and . The printed Lorentz algebra brackets giveSet , . ThenThis is the chiral decomposition of the complex Lorentz algebra. The two copies are the complexifications of the SU(2) algebras conventionally labelled left and right. They are not two independent compact real subalgebras of the real Lorentz algebra: are complex linear combinations of the real generators. The distinction is needed for noncompact boosts.
To verify the infinitesimal two-component action, putIts trace vanishes by antisymmetry, so . The Pauli matrix multiplication law impliesSince , antisymmetrizing this identity yieldsConsequently , exactly the claimed infinitesimal coordinate transformation with .
The two Weyl spinor representations transform asBoth maps preserve group multiplication. For , choose its spin lift and write the finite matrices asFor rotations these coincide as the SU(2) doublet; for boosts their generator signs are opposite. Any complex-linear intertwiner would commute with all rotations and hence be scalar by the Schur lemma, but a nonzero scalar cannot intertwine the opposite boost matrices. They are therefore inequivalent. Infinitesimally their matrices are and , while their matrices are both . Thus they have chiral labels and . The finite matrices are representations of the spin cover; choosing or matters for spinors even though their four-vector transformations coincide.
Using the supplied block gamma matrices, the generator of the Dirac spinor isThe antisymmetry of removes the symmetric Clifford part. Hence
There is a conjugation-order error in the last displayed gamma identity in the PDF. The Clifford algebra gives, with ,Exponentiating this linear commutator action proves the inverse Lorentz action on gamma matricesThe second identity is the order required for the requested bilinears when . An explicit countercheck to the printed order is a positive boost along the third axis: giveswhereas the printed right side has a plus sign. This cannot be repaired by dropping index raising; the same raising convention is needed in the preceding coordinate transformation.
The adjoint relation supplied in the question gives , hence the Dirac spinor pseudo-unitarity identity . The Dirac adjoint therefore transforms as . It now follows that the Dirac scalar bilinear isthe vector isand the antisymmetric second-rank tensor isThese are respectively a Lorentz scalar, Lorentz four-vector and Lorentz tensor. The source's inconsistent gamma identity is replaced by its correct inverse/order pair; all three transformation laws then follow with the stated spinor transformation.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 49 2 Solution Created 2026-10-03 Updated 2026-10-07
Use a selected translationally invariant pure thermodynamic phase and define the connected lattice correlation functionAway from criticality its long-distance tail has an exponential factor , possibly multiplied by a power. Equivalently when this limit exists; different directions can have different lengths on an anisotropic lattice. At a thermodynamic critical point the correlation length diverges and the tail becomes algebraic. Differentiate with respect to the physical field appearing in the energy Statistical Hamiltonian. With , the correlation-function susceptibility sum rule isIn physical continuum coordinates the sum becomes . Differentiating with respect to the dimensionless source instead removes the explicit inverse-temperature factor. Below the transition, take a one-sided pure-phase limit rather than a macroscopic symmetric mixture.
A normalized blocking kernel assigns a probability or a delta constraint to a coarse configuration for each microscopic one, with . Define the blocked Boltzmann weight bySumming over proves exact equality of the partition functions. Repeated real-space renormalization group steps compose the kernels and integrate out shorter-scale variables. To retain equality one must keep all generated interactions and the field-independent constant; a finite truncation is an approximation. Long-distance observables are mapped through the corresponding coarse observables, not identified blindly with microscopic spins. In physical units,A subsequent coordinate rescaling restores the reference lattice spacing while expressing couplings in cutoff units.
Let be free energy per microscopic site. Invariance of givesThe constant transforms as . Therefore, with , the identity-operator contribution to renormalization-group free energy givesThe second equality follows by substitution and induction. The inhomogeneous term records eliminated-mode entropy, determinants, and normalization factors, all multiplying the identity operator; it is not an interaction with the retained spins. Strictly, this can contain regular background terms. After an analytic subtraction of an inhomogeneous renormalization recursion, the genuinely singular part satisfies the homogeneous scaling equation, except for possible logarithmic resonances.
A renormalization-group fixed point satisfies . Linearize in scaling coordinates : . A relevant operator has , an irrelevant operator has , and a marginal operator has and needs nonlinear analysis. These are logarithmic scaling eigenvalues; the discrete Jacobian eigenvalues are , not . The critical surface is the stable manifold obtained by tuning all relevant coordinates to zero. A repulsive renormalization-group trajectory leaves the fixed point along a relevant direction as the coarse-graining length grows. Stable and unstable manifolds become curved away from linear order.
Linear renormalization-group flows: attraction along a critical surface and repulsion in two relevant directions
. The left section has , one irrelevant coordinate and a relevant thermal coordinate . Its critical surface is in that section. With two relevant variables, the full critical surface has codimension two: the second section shows repulsion in the plane at .
Assume an isolated fixed point with two relevant scaling fields, analytic changes from physical controls to , short-range isotropic scaling, no dangerously irrelevant variable in the thermodynamic scaling function, and no marginal or resonant logarithm. Let denote their scaling eigenvalues. The homogeneous singular free-energy density obeysChoose a stopping scale so the renormalized thermal field is order one. Irrelevant fields vanish at this scale. With and ,Continuous scale interpolation absorbs the immaterial integer stopping-scale convention. Nonuniversal thermal, field and free-energy metric factors can be included explicitly; the normalized functions depend only on the universality class. The and labels refer to and , which flow to different sides of the critical surface.
For clarity about the additive terms, let solve . If , its analytic coefficients areprovided the denominators do not vanish. Subtracting makes the recursion homogeneous. A vanishing denominator is a resonance and generically produces logarithms, which the simple power-law hypothesis excludes. In a convention where the regular field-dependent background has been subtracted, write and . This yields the requested formThe contain branch-dependent matching contributions; only is physically determined. The are nonsingular functions analytic through the thermodynamic critical point and represent the same regular Taylor background on the two sides, though either branch may be used to describe them. For the full free energy at nonzero field, the regular background is generally , not just . Adding an analytic identity-operator contribution proportional to provides a direct counterexample to an exact unrestricted formula; it changes no singular exponents. The printed expression is justified for the leading singular scaling form with that analytic field background removed. Confluent corrections from irrelevant fields are also omitted in this leading form.
Differentiate the singular scaling form, with one-sided derivatives in the ordered phase. It givesThe length transforms as , so . Thus the Rushbrooke scaling relation and hyperscaling relation follow by direct substitution:The same reasoning also gives . Hyperscaling relation relies on the assumptions above and can fail above an upper critical dimension because of a stabilizing dangerously irrelevant coupling.
For the universal specific-heat amplitude ratio, write at . Two temperature derivatives multiply both branches by the same dimensional and thermal metric factors. Away from logarithmic resonances and exceptional zero amplitudes, with the same heat-capacity sign convention on both sides. HenceThe functions and their matched branch constants are tied to the fixed-point theory; the constants are not independent arbitrary experimental parameters. If , this means the amplitudes of the subleading singular contribution after subtracting the analytic specific-heat background. A finite background ratio itself need not be universal.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 49 3 Solution Created 2026-10-03 Updated 2026-10-07
Take a positive gradient coefficient , a positive squared mass, a finite-volume regulator and an ultraviolet cutoff. Use the dimensionless statistical action convention : inverse temperature is absorbed into the coefficients. If denotes dimensional energy instead, the exponent below gains a factor and the covariance gains . These conventions cannot be mixed.
Choose the Fourier transform conventionIntegration of the quadratic gradient and source terms givesComplete the square with . Translation of the regulated real Gaussian variables leaves their measure unchanged, so the Gaussian integral givesHere is the source-free Gaussian partition function. For independent regulated real coordinates and a positive quadratic matrix , it is under Lebesgue normalization. The continuum determinant needs the stated regulator and a measure convention. Reality pairs the nonzero Fourier modes, so they must not be counted as two independent real fields.
A connected correlation function subtracts the product of the means. The logarithm generates its cumulants: differentiating twice with respect to the source, using the measure in the functional derivative convention, yieldsThe source changes the mean but not the covariance; the stated zero-source limit therefore follows immediately. Momentum conservation uses , appropriate for a real field without complex conjugation on either displayed factor.
For the continuum massive Gaussian field correlation tail, set and . Fourier inversion givesThe large-argument Modified Bessel function of the second kind has . Hence is proportional to at large distance andAt zero mass the exponential length diverges. For the critical continuum tail is algebraic, ; in lower dimensions infrared regulation needs additional care.
For a uniform source , perform a momentum-shell renormalization group step: separate slow modes and fast modes . In a Gaussian field theory they decouple; the uniform source couples only to the retained zero mode. Integrating fast modes contributes only a field-independent determinant to the free energy. Restore the cutoff by , andThe factors from the measure, gradient and two fields cancel in the gradient term. The mass term gains , and the linear source gains . ThereforeHere is the positive mass; for signed thermal coordinates it is the squared-mass relation that applies. The Gaussian fixed point has thermal scaling eigenvalue , source eigenvalue and zero anomalous dimension.
Under the formal homogeneous Gaussian scaling hypothesis, substitution of those eigenvalues givesThe last two values are independently visible in and , agreeing with Landau-Ginzburg theory. The specific-heat power follows directly from the determinant: after two thermal derivatives its singular contribution is proportional toThe change of variables proves this power because the rescaled integral converges at large exactly when . The two-dimensional free energy itself has a resonance, while its second derivative still has the indicated power.
The printed magnetization exponent is a formal Gaussian scaling index, not a proved ordered-phase law of the purely quadratic model. The ordered-phase obstruction in a Gaussian scalar model is explicit: the uniform field has energy density . At it tends to as , and the partition function diverges. For , the mean is and tends to zero as , so there is no spontaneously ordered branch. Thus no literal for can be established from this Statistical Hamiltonian alone. The value follows from the scaling dimension of the field if one assumes such a branch; for its nonpositive value further warns against that interpretation. Adding a stabilizing quartic interaction defines an ordered phase, but below four dimensions that interaction is relevant and generally leads to the Wilson-Fisher fixed point, not these Gaussian thermodynamic powers.
For the Gaussian specific-heat infrared threshold, at the same determinant integral grows like , so as a power exponent, with a logarithmic divergence. For , it has a finite cutoff-dependent limit; the leading heat capacity is a regular constant and has no divergent power, again described by in the requested convention. After subtraction of this background the Gaussian singular term can still have the negative power index ; it is not correct to erase that distinction. In a stable quartic Landau-Ginzburg theory above four dimensions, the quartic coefficient is a dangerously irrelevant coupling: it is needed for the ordered phase and contributes , giving the mean-field specific-heat jump and while invalidating naive hyperscaling relation. At four dimensions, marginal interactions can add further logarithmic corrections. The agreement with Landau theory is in the leading heat-capacity power; it does not assert the absence of logarithms or supply a missing stable Gaussian ordered phase.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 50 1 Solution Created 2026-10-03 Updated 2026-10-07
Set , , and . The Trotter product formula separates the kinetic and potential energy evolution to first order in . Inserting resolutions of the identity in the position operator basis and using the free short-time kernel givesThe exponent converges formally to the action along the path. The prefactors and intermediate integrations define the time-sliced configuration-space path integral measure, soA real-time path integral is an oscillatory limit with the Feynman i-epsilon prescription, rather than an ordinary probability integral. The operator derivation assumes the usual self-adjointness and product-formula hypotheses for the Hamiltonian.
For a quadratic potential energy write , with and . The first variation vanishes by the Euler-Lagrange equation and the fixed endpoints. Because is quadratic, the remaining expansion is exact:Here integration by parts has no boundary contribution. Translation of the integration variables leaves the time-sliced measure unchanged. Thus the Gaussian path integral over is independent of the endpoint values, and the entire endpoint dependence lies in .
Expanding in eigenfunctions satisfying Dirichlet boundary conditions, each real mode contributes an inverse square root of its quadratic eigenvalue, with the oscillatory phase fixed by continuation. Normalizing against gives a precise determinant-ratio form:The determinant ratio is meaningful after a common regulator; the phase is part of the prescription. It is equivalent to writing with an endpoint-independent normalization.
For example, if , the Dirichlet oscillator determinant ratio isA linear or constant term in changes the action but not this prefactor. The formula holds away from conjugate times, when the boundary problem and determinant are nonsingular. At , it must be continued as a distribution with its Maslov index phase; the assertion of an ordinary finite prefactor cannot be used literally there. For the unshifted oscillator, at the kernel is .
For the full-line source integral, impose vacuum boundary conditions by adiabatic damping. Take the source initially as a test function, so its pairings with the Green function are defined. After integration by parts, writeWith the Fourier transform convention , the inverse isSet . Completing the square givesand consequentlyThe Gaussian functional integral is source independent and contains the regulated determinant. This is most naturally read as a normalized vacuum generating functional. For , closing the frequency contour gives ; the time-ordered oscillator two-point function is . This checks the sign of the source exponent and identifies the required vacuum prescription.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 50 4 Solution Created 2026-10-03 Updated 2026-10-07
For adjoint-valued quantities write . Substituting the infinitesimal transformation into the gauge field strength and using the Jacobi identity givesA useful way to organize the calculation is : the gauge field strength transforms covariantly because the gauge covariant derivative does. Thus by antisymmetry. This proves gauge invariance of the Yang-Mills action.
The Yang-Mills equations are . They determine physical evolution only modulo gauge redundancy: gauge transformations with arbitrary spacetime-dependent parameters take solutions to equivalent solutions. In Hamiltonian mechanics, has no independent quadratic time-derivative term, and the corresponding equation is a Gauss law constraint in gauge theory. A gauge parameter can vanish with its necessary derivatives on the initial slice yet change the later potential energy, so the potential energy itself is not uniquely fixed by initial physical data.
In the uncorrected path integral, integration along gauge orbits overcounts equivalent fields. At the perturbative level the quadratic operator of the kinetic term has gauge zero modes and no inverse, so it does not supply a quantum field theory propagator. Gauge fixing together with the Faddeev-Popov determinant removes this obstruction in the local perturbative construction.
For the odd BRST transformation, products obey the graded Leibniz rule. The adjoint product with Grassmann variables satisfiesIn particular, is not zero, and . The supplied transformations givesince the even covariant derivative obeys . For the ghost,The final equality is the graded Jacobi identity; in components it is the Jacobi identity for contracted with the totally antisymmetric product of three ghosts. Also and . The square of an odd derivation is an even derivation, because its two mixed product terms cancel. Hence on every polynomial in the fields, off shell, without imposing field equations.
Let be the gauge-fixing fermion. Since , . The BRST-exact operator in has zero variation by BRST nilpotence, soTo see the resulting kinetic terms and signs, expand the exact term with :After integration by parts,The auxiliary Nakanishi-Lautrup field can be completed into a square and integrated out, giving the gauge-fixing term for . At , retain as the multiplier enforcing the gauge condition rather than divide by . The Grassmann Gaussian integral gives the determinant of the gauge-condition operator . Field-independent normalizations cancel in the normalized integral; insertions involving can be handled before integration or through its source terms.
At the gauge-fixed quadratic operator is invertible with the usual prescription, and the ghosts have a quadratic kinetic term. The remaining terms are cubic gauge interactions of order , quartic gauge interactions of order , and a ghost-gauge interaction of order . Expanding them and using Wick contractions gives a perturbative expansion for any defined polynomial insertion of the fields. The exponent is the gauge-fixed action , as printed in the PDF; the converted TeX incorrectly substitutes .
At , the free gauge action, up to a boundary term, is . Its Fourier kernel is . With the mostly-plus convention used above, the Feynman-gauge adjoint propagator isThis is consistent with the scalar-line convention in Question 2.
Finally define the odd functional . Then . Differentiating the normalized expectation, including its denominator, givesfor an insertion with no explicit dependence. A physical gauge-invariant insertion is BRST-closed, since its infinitesimal gauge variation vanishes also when the parameter is replaced by . The assumed BRST Ward identity gives and . For an even with , the latter says . ThereforeThe same conclusion holds for any BRST-closed insertion. Mere color-singlet invariance of an arbitrary ghost-dependent expression need not imply ; the physical-observable qualification is essential. The proof uses the invariant-measure assumptions encoded in the stated Ward identity.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 68 3 Solution Created 2026-10-03 Updated 2026-10-07
A Schwartz function is a smooth function for which every seminormis finite. These seminorms define the Fréchet topology of the Schwartz space . The tempered distributions form its continuous linear dual . We use bilinear distribution pairing, with no complex conjugation on the test function.
Differentiation under the Fourier integral and integration by parts giveTherefore each Schwartz seminorm of is bounded by a finite sum of norms of polynomially weighted derivatives of . Insert the integrable weight to bound those norms by finitely many Schwartz seminorms. This proves that is continuous.
To justify inversion without a merely formal exchange of integrals, insert in the inverse integral. The Gaussian Fourier integral givesThe normalized Gaussian is an approximate identity, so the right side tends to ; the left side converges by dominated convergence theorem since is integrable. It follows thatReflection is continuous in Schwartz seminorms, so is continuous as well. This proves the Fourier transform isomorphism of the Schwartz space.
Define the distributional Fourier transform byIt agrees with the ordinary integral transform whenever Fubini applies. Transposing the Schwartz inverse gives an inverse on , and the same squared-transform identity holds. For the usual strong dual topology, a seminorm is for a bounded set . Since a continuous linear Schwartz map takes bounded sets to bounded sets, proves continuity, and similarly for the inverse. Continuity also holds in the weak dual topology. Thus the transform is a continuous isomorphism on tempered distributions, with the stated normalization.
For a real symmetric positive-definite matrix , there is with . The reciprocal is locally integrable in dimension three: the radial factor near zero is . At infinity, rapid decay of a Schwartz test function makes it integrable. More quantitatively,This single seminorm bound proves a tempered distribution. No principal-value extension is needed at the origin.
First calculate the isotropic transform. For and , spherical integration and the supplied sine-integral identity giveThe original functions converge in to by dominated convergence theorem against tests. The transforms are bounded by , which is locally integrable in three dimensions and integrable against Schwartz functions at infinity. HenceLet . The Jacobian is and the dual vector is . The Fourier transform of a reciprocal positive quadratic form is consequentlyThe frequency-origin value is understood distributionally; there is no additional delta term.
For the complex extension use a symmetric matrix with real symmetric and positive real part . Symmetry is natural for a quadratic form; a skew-symmetric part contributes nothing. The bound again gives a regular tempered reciprocal. Both sides of the prospective formula depend holomorphically on the matrix while its real part is positive: compact parameter sets give a common bound for pairing and differentiated integrands. Continue from the real positive matrices along . In a complex neighborhood of , imaginary gives real positive matrices, so the one-variable identity theorem supplies the equality; connected continuation along reaches .
The analytic determinant square root for accretive symmetric matrices must follow that continuation, rather than an arbitrary scalar principal root of . Explicitly, put and let its real eigenvalues be . Thenwhere each factor has positive real part. This is the determinant square root normalized positively on real positive matrices. AlsoThus the quadratic-form square root has the unambiguous branch with positive real part. The accretive complex quadratic reciprocal Fourier transform isUniform local integrability of the right side justifies its analytic continuation as a tempered distribution, not merely pointwise away from the origin.
For the particular form,Substitution gives the required normalized expressionFor every nonzero real , the radicand has positive real part, so the specified square root exists uniquely. Both sides are regular tempered distributions, despite their locally integrable singularities at zero.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 7 2 c Solution 2026-10-07
Let be the position at time of the characteristic curve satisfying and . Smooth uniqueness implies . Differentiating in the initial point gives the variational equationThe Liouville formula for a fundamental matrix, or the derivative formula for a determinant, therefore givesBecause , the mixed second derivatives cancel and . The initial Jacobian determinant is one, soThus this Hamiltonian flow preserves planar Lebesgue measure. This calculation assumes smoothness as in the part; a rough-flow conclusion later must be justified by approximation rather than by differentiating a merely continuous velocity.
Past exam of the mathematics course of the University of Cambridge 2013 ia Paper 3 6D a ii Solution Created 2026-09-24 Updated 2026-10-07
For and , direct multiplication gives . In , and , soTo rule out all conjugators when , suppose and write . Comparing gives and . Its determinant condition is , so . The nonzero squares modulo five are and , and therefore no such exists. The two matrices are not conjugate in . This is the square-class obstruction in unipotent conjugacy in SL2 over a finite field; checking only diagonal conjugators would not by itself exclude every possible conjugator.
Past exam of the mathematics course of the University of Cambridge 2013 ia Paper 3 6D a i Solution Created 2026-09-24 Updated 2026-10-07
For in the special linear group over a finite field, define the Möbius transformation when the denominator is nonzero, and set when it is zero. At the extra point, for , and for . Determinant one prevents simultaneous zero numerator and denominator.
The orbit-stabiliser theorem states , and for a finite group . The matrix sends infinity to any chosen , so the orbit of infinity is the whole projective line, of size . Its stabilizer subgroup iswhich has elements. ConsequentlyThe SL2 action on a finite projective line need not be faithful: scalar matrices can fix every projective point. Faithfulness is not needed for this orbit calculation.
Past exam of the mathematics course of the University of Cambridge 2013 ia Paper 3 9C Solution Created 2026-09-24 Updated 2026-10-07
For a smooth one-to-one coordinate transformation with nonsingular derivative, the Jacobian determinant isLocally a small coordinate box maps, to first order, to a parallelepiped whose volume is the absolute determinant of the derivative times the original volume. Summing these local volume approximations gives the change of variables formula, with accounting for either orientation. The usual regularity and nonsingularity hypotheses are part of this substitution theorem.
The region is the upper half of the spherical shell between radii two and three, including its annular flat boundary in the equatorial plane. Use spherical coordinates , , with , , . Their Jacobian determinant is ; the polar axis and azimuth seam have measure zero, so do not obstruct this integration.
The integrand is . Consequently

