Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 22 1 ii Solution Created 2026-10-03 Updated 2026-10-06
Here is an elementary polynomial pencil with four square members argument. Suppose first that are linearly dependent. Their coprimality of polynomials then forces both to be constant. Otherwise write the four distinct members as . They are nonzero and pairwise coprime polynomials: a common nonconstant factor of two members would divide both and .
Put . At most one member of the pencil has degree of a polynomial smaller than , since cancellation of its leading coefficient determines a unique projective pair. Choose a member of minimal degree and any independent member of degree . The polynomialis nonzero: otherwise the rational function would have zero derivative, hence would be constant in characteristic zero. Its degree is at most ; if both members have degree zero the original assumption has already failed.
Replacing this pair by any other independent pair changes only by a nonzero scalar. Since , each divides . The pairwise coprimality of polynomials therefore gives . But three members have degree , soa contradiction. Consequently and are constant. The possibility that a member is zero was already covered by linear dependence.
To apply this to an elliptic curve, complete the square in its Weierstrass equation of an elliptic curve and work over . Nonsingularity gives three distinct roots , so the equation becomes . A nonconstant rational parametrization of an algebraic curve would have with coprime polynomials. Clearing denominators givesThe four factors are pairwise coprime polynomials. A rational function whose square is a polynomial is itself a polynomial, by comparing numerator and denominator in lowest terms. Unique factorization, and the fact that every nonzero complex constant has a square root, make each of these four factors a square in . They correspond to four distinct projective pairs. The result just proved forces to be constant, and the equation then forces to be constant as well. This proves the nonparametrizability of an elliptic curve.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 22 2 i Solution Created 2026-10-03 Updated 2026-10-06
Let denote the Frobenius isogeny of an elliptic curve and write . Its degree of an isogeny is . The isogeny of elliptic curves has differential equal to the identity because , so it is a separable isogeny. Its kernel consists precisely of the rational points fixed by , giving
We use the degree parallelogram law for isogenies of elliptic curves, with degree zero assigned to the zero map:One explanation of the first identity is the divisor proof of the degree parallelogram law: on , the zero divisor of is the sum of the diagonal and the graph of negation, while its pole divisor is twice each coordinate copy of . Pulling the associated line bundle identity back by and taking degrees gives the identity, including exceptional cases by the line-bundle formulation. This works for a general Weierstrass equation of an elliptic curve, including characteristic two; is the quotient coordinate for negation. Polarization therefore makes degree a quadratic form on the endomorphism ring of an elliptic curve.
Set , the Trace of Frobenius. The cross term is determined by , giving, for all integers ,If , the real degree-two polynomial is negative on a nonempty open interval. That interval contains a rational , contradicting the displayed nonnegativity after multiplication by . Thus . Hasse's bounds areThe argument proves the Hasse theorem for elliptic curves without assuming its bound in advance.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 22 4 i Solution Created 2026-10-03 Updated 2026-10-06
A height function measures arithmetic size, which is what makes an otherwise infinite descent terminate. For a number field , normalize absolute values to extend the standard real and -adic ones, and write . The logarithmic projective height isThe product formula makes it independent of the chosen homogeneous coordinates, and the local-degree normalization makes it independent of the number field containing them. Over , for coprime integer coordinates. Set on an elliptic curve, with .
Two features are essential. First, the Northcott theorem says that points of bounded projective height and bounded field degree form a finite set. For points on a fixed elliptic curve over , each -coordinate has at most two preimages, so bounded gives finitely many points. Second, a degree- morphism of the projective line satisfies , uniformly in . The upper bound comes from evaluating its homogeneous polynomials; for the lower bound, their lack of a common zero gives a resultant identity bounding the input coordinates by the output coordinates at each place. Summing the local bounds gives the asserted uniform constant.
The duplication map on the -line has degree four. Nonsingularity ensures that its numerator and denominator have no common projective zero. ThereforeTelescoping defines the canonical height of an elliptic curveThe error in successive terms is bounded by a geometric series, proving convergence and the uniform bounded difference. It also gives and nonnegativity. The usual addition formula gives the approximate height parallelogram identity for ; equivalently, the unordered pair of sum and difference on the -line has bidegree . Applying that identity to and passing to the limit givesIn particular . Its polarization is the canonical height pairing, a positive semidefinite bilinear form even before finite generation has been proved. The Cauchy-Schwarz inequality for this pairing givesAlso precisely for torsion points of an elliptic curve: one direction follows from periodic multiples, and in the other direction all multiples have bounded , so the Northcott theorem makes two multiples equal. Bounded canonical height of an elliptic curve likewise gives a finite set of -rational points.
Now the Weak Mordell-Weil theorem gives finitely many representatives for . Put . Write any point as . ThenRepeatedly applying this height descent lemma eventually reaches height at most : after steps the height is at most . The set of points with height at most is finite. Reading the relations backwards shows that this finite set together with the generates . ConsequentlyHeights turn weak Mordell-Weil finiteness into the Mordell-Weil theorem. The canonical height pairing subsequently equips the free part with a positive definite quadratic form, useful for bounding searches and measuring independent generators; this interpretation is a consequence of the proof, not an assumption used in the descent.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 2 5 Solution Created 2026-10-03 Updated 2026-10-07
Let be a finite-dimensional Lie algebra representation. The form denoted isIt is the Trace form of a Lie algebra representation; the Killing form without a subscript is specifically the case , . The distinction matters: the form of the trivial representation cannot detect whether the algebra is semisimple.
Linearity of and trace proves bilinearity, and cyclicity of the trace gives symmetry. With , and , the representation identity givesThus it is an invariant bilinear form on a Lie algebra, and in particular the Adjoint representation preserves the Killing form.
The Cartan solvability criterion has two useful formulations. For a finite-dimensional complex Lie algebra ,Its matrix version says that a Lie subalgebra is solvable precisely when for all and . We prove the matrix version first, with ordinary trace in .
If is solvable, the Lie theorem makes all its matrices upper triangular. Their commutators are strictly upper triangular, so multiplying such a matrix by an upper triangular one still has zero diagonal and hence zero trace. This proves the easy direction.
Conversely assume the trace-orthogonality condition and fix . We show that all eigenvalues of vanish. Use its Additive Jordan decomposition with . On the generalized eigenspace of , define an auxiliary endomorphism to be . This need not be in ; we only need control of its commutator with .
On , acts by and by . Choose a polynomial with and at the finitely many distinct differences. Polynomial interpolation supplies it because equal differences have equal conjugates. Therefore .
The adjoint compatibility of additive Jordan decomposition identifies as the semisimple part of . Elementary Jordan–Chevalley decomposition gives for a polynomial with . Hence is a polynomial in with zero constant term. Since maps into and preserves that Lie algebra ideal, we obtainNo assumption that , or belongs to was made.
Write with . Cyclicity and the assumed orthogonality now giveOn the other hand the nilpotent parts have zero trace on each generalized eigenspace, soThus all are zero and is a nilpotent endomorphism. This is the Conjugate-spectrum proof of Cartan solvability.
The permitted Engel theorem, in the form needed here, states: a finite-dimensional Lie subalgebra of endomorphisms in which every element is nilpotent has a nonzero vector annihilated by all its elements, and iteration on quotients makes every element simultaneously strictly upper triangular. Apply it to . The strictly upper triangular algebra is nilpotent, so is a nilpotent Lie algebra and therefore solvable. Since is abelian, the derived series of a Lie algebra of terminates too. This proves the matrix criterion.
Apply it to . The condition on is exactly the matrix condition on . Thus is solvable. The kernel of is the center of a Lie algebra, which is abelian, so is solvable as well: once the derived series maps to zero it is central, and its next term vanishes. Conversely a solvable has solvable adjoint image, proving the abstract Cartan solvability criterion in both directions.
A finite-dimensional Lie algebra is a semisimple Lie algebra when it has no nonzero solvable Lie algebra ideal, equivalently its solvable radical is zero. Let . Invariance makes an ideal. For , induces zero on , and the block trace gives , where is the adjoint Killing form of itself. The Cartan solvability criterion therefore makes solvable. If is semisimple, .
Conversely suppose is a nondegenerate bilinear form. If a nonzero solvable ideal existed, its last nonzero derived term would be an abelian ideal of . For and , the operator has image in and is zero on , so its square and its trace are zero. Thus , contradicting nondegeneracy. This is Abelian ideals lie in the radical of the Killing form. We conclude the Cartan criterion for semisimplicity:
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 5 1 b Solution Created 2026-10-03 Updated 2026-10-06
Consider the flat functionAway from zero every derivative has the form for a polynomial : differentiating preserves this form. For every ,because an exponential function decays faster than any power. Inductively, extend each displayed derivative by zero at zero. It is continuous there, and its difference quotient at zero also tends to zero by the same estimate with one extra power of . Thus each extension is the derivative of the preceding extension. This proves and for all .
Its Taylor series at zero is identically zero, whereas for every . It is smooth everywhere but not real analytic at zero.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 67 2 Solution Created 2026-10-03 Updated 2026-10-06
For , choose a cutoff function on a neighborhood of its support. Its extension to smooth functions makesindependent of the choice of cutoff. For real frequency, the definition of the distributional Fourier transform gives : interchange the pairing with the integral of a Schwartz function, using the finite-order estimate on the cutoff's compact support. On each compact set of complex frequencies the exponential and all its derivatives have uniformly convergent power series. Continuity of the distribution allows termwise differentiation, withConsequently is entire on .
For the precise exponential type, a fixed enlarged support would give an unnecessarily enlarged radius. Instead use the shrinking-cutoff exponential-type estimate. On one fixed compact neighborhood of the closed radius- ball, has finite order of a distribution . Choose near that ball, supported in the radius- ball, with for . The finite-order estimate givesTake . Its extra exponential is bounded by , while the derivative cost is polynomial. ThusThe entire function was defined with a fixed cutoff; only its bound uses a frequency-dependent cutoff, so no holomorphic dependence is lost. This proves the required estimate with some without enlarging .
For the converse, set . Its restriction to real frequencies has polynomial growth. Define the inverse tempered distribution byRapid decay of the Schwartz function transform proves convergence and continuity, and Fourier inversion gives on real frequencies.
We prove its support directly by contour shifting, rather than assuming the support conclusion of the Paley–Wiener–Schwartz theorem. Let be a real unit vector and take a test function supported in for some . For every integer , integration by parts in the real-frequency Fourier integral givesIndeed, move from the oscillatory exponential to ; its derivatives supply at most powers of .
The product is entire. Rotate coordinates so that is the first coordinate vector and apply Cauchy integral theorem to a rectangle in that one complex coordinate, integrating the remaining real coordinates afterwards. For fixed , choose ; the displayed decay estimate, uniformly on the intervening imaginary segment, makes the vertical faces vanish as the real rectangle width tends to infinity. The horizontal integrals are absolutely convergent. HenceUsing and the growth hypothesis bounds this pairing byIt tends to zero as , so the pairing vanishes. Every point outside the closed radius- ball lies in such a separating half-space; a finite partition of unity for the support of a test function outside the ball proves .
Translate this compactly supported distribution by : define . The Translation property of the Fourier transform givesThe compact-support entire extension agrees with everywhere by the identity theorem, applied successively in the complex coordinates. Fourier inversion also gives uniqueness. This completes both directions of the ball version of the Paley–Wiener–Schwartz theorem.
For the wave equation, take a real constant . The Fourier transform method for the wave equation givesThis inverse tempered distribution is twice differentiable in : time derivatives introduce polynomial frequency factors, still integrable against every Schwartz function. It has the specified initial displacement and zero initial velocity and satisfies the equation distributionally.
To apply the support theorem, replace the real norm by the entire wave cosine multiplierThis series is entire and equals regardless of the square-root choice. Write and . Since ,Together with , this yields . The forward estimate for the translated initial support now givesThe converse therefore proves finite propagation with the stated speed:In particular, itself need not be entire; it is the even cosine series that provides the required entire extension.
For completeness this construction identifies the distributional Cauchy solution even without initially assuming spatial temperedness. The zero-displacement wave multiplier is , entire with bound . Given a compactly supported smooth and final time , the backward solution is smooth, has support in one compact ball for by the same support theorem, and satisfies , . For the difference of two distributional solutions with zero initial data,All pairings use compactly supported test functions. The expression vanishes initially and equals finally. Hence , establishing uniqueness in the usual time-differentiable distributional solution class.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 67 3 Solution Created 2026-10-03 Updated 2026-10-06
Use , so the Fourier transform of is . Distinguish the full degree- polynomial from its homogeneous top-degree part , the principal symbol. The elliptic differential operator condition isIt does not require the full polynomial to be nonzero at small frequencies. Compactness of the unit sphere gives . Homogeneity and the lower-degree remainder implyFor sufficiently large the second term is at most half the first, so the high-frequency lower bound for an elliptic polynomial isHere is the Japanese bracket. The order-zero case just means a nonzero constant and is immediate.
For real , the Sobolev space definition with the current Fourier normalization isChanging the harmless constant in the norm gives the same space. A distribution on belongs to the Local Sobolev space when , extended by zero outside , belongs to for every test function .
A compactly supported distribution of finite order of a distribution has a smooth Fourier transform satisfying , by applying the finite-order estimate to a fixed cutoff times the exponential. Thus its weighted squared transform is bounded by . This is integrable precisely in the sufficient range , and provesThis is the negative Sobolev regularity of a compactly supported distribution; the strict inequality is important, and is not a claim that this sufficient threshold is optimal for each distribution.
To establish elliptic regularity without assuming the answer as an a priori smoothness hypothesis, first obtain a global constant-coefficient gain. For a compactly supported distribution with , the polynomial lower bound at high frequency givesOn , the transform of is smooth and bounded. Therefore implies . Possible low-frequency zeros of are harmless; we never divide by them.
Two elementary mapping facts supply the variable-coefficient argument. Distributional derivatives of order map into . Sobolev multiplication by a smooth cutoff is bounded on for every real , including negative ones. Indeed, for a compactly supported smooth , the Peetre weight inequalityand reduce the bound to Young's convolution inequality with the integrable kernel . Smooth coefficients only need this property on compact subsets, where they can be multiplied by another cutoff.
Write the lower-order part as , with , and suppose provisionally that on a relatively compact neighborhood. For a cutoff function supported there,The bracket is the operator commutator. Its order is at most : in the product rule, every surviving term has at least one derivative falling on . Choose a second cutoff function equal to one near when estimating the products. The derivative and smooth-multiplication bounds then giveThe global gain just proved applies to the compactly supported distribution , and yieldsThis is the cutoff bootstrap for local elliptic regularity; it works for real indices, not just nonnegative integers.
There is always a legitimate starting index. Around any fixed point choose on a smaller neighborhood. The compactly supported distribution has the negative Sobolev regularity proved above, so on that neighborhood for some finite . The index need not be uniform over all of . Repeating the one-step gain finitely many times reaches , or the target is already reached if . Since the point was arbitrary,For the result follows directly by dividing by the nonzero constant.
Finally, if , its forcing belongs to every Local Sobolev space. The gain consequently gives every local Sobolev order for . For each integer , choose an order larger than and apply the Sobolev embedding theorem to a localized solution. It has a representative; the representatives agree because they represent the same distribution. Thus every distributional solution of is smooth on .
Past exam of the mathematics course of the University of Cambridge 2015 ia Paper 3 5D a Solution Created 2026-09-24 Updated 2026-10-06
The identity permutation fixes every multivariate polynomial. With permutation composition , substitution givesThus this is a left variable-permutation action on polynomials. The substitution acts on variable names; using the displayed definition avoids reversing the composition order.
For the given multivariate polynomial, the group orbit corresponds to the three partitions of four indices into two unordered pairs:These three polynomials are distinct, and every pairing occurs under a permutation. The orbit-stabilizer theorem givesThe eight elements of the stabiliser subgroup independently interchange the members of each pair, and may also interchange the two pairs.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 12 5 Solution Created 2026-10-03 Updated 2026-10-06
Apply the polynomial method in combinatorics to the finite-field Kakeya set . We will actually obtain the stronger estimateLet be the vector space over the prime field of multivariate polynomials in variables of total degree of a polynomial at most . By the dimension of a bounded-total-degree polynomial space, its monomial basis consists of with and . Adding a slack exponent gives nonnegative exponents summing to ; the stars and bars count shows thatIf , the evaluation linear map has a nonzero element in its kernel of a linear map. Thus there is a nonzero polynomial of total degree of a polynomial vanishing at every point of . Its degree cannot be zero, since contains a line and is nonempty. Write for its nonzero top homogeneous polynomial part.
For every nonzero , the directional hypothesis supplies an affine line in a vector spaceDirections are one-dimensional vector subspaces; rescaling a representative does not change this line. The univariate polynomial has degree at most and vanishes for all values of . The root bound for a polynomial makes it the zero polynomial. Its coefficient of is exactly , so for every nonzero . Because , too.
To finish, we prove the relevant polynomial nonvanishing below the field size. A polynomial over of degree at most in each variable cannot vanish on all of unless it is zero. Induct on . The one-variable case is the root bound for a polynomial. For more variables, writeFixing the first coordinates gives a univariate polynomial with roots of a polynomial, so all its coefficients are zero. Hence every vanishes on , and the induction hypothesis makes every zero. Applying this to , whose total degree of a polynomial is less than , contradicts its choice as nonzero.
Therefore . Finally,which proves the requested lower bound. The crucial observation in the finite-field Kakeya polynomial bound is that complete lines force the highest homogeneous polynomial part to vanish in every direction.