Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 1 13D Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 60 2 Solution Created 2026-10-03 Updated 2026-10-07
The Malgrange–Ehrenpreis theorem states that every nonzero constant-coefficient linear differential operator on Euclidean space has a distributional fundamental solution. With and , the conclusion is an such that . If , simply take ; hence assume .
We construct a Hörmander staircase in frequency space. The highest-degree homogeneous part is not identically zero on real vectors, since a polynomial vanishing on all real vectors has all coefficients zero. After an orthogonal transformation of coordinates, we can arrange that . Thus, for each real , the polynomialhas degree in and the same nonzero leading coefficient , independent of . This constant leading coefficient of a polynomial is what makes a uniform staircase possible.
For a fixed , factor , counting repeated roots of a polynomial. Consider the heights , . A given root has imaginary part within distance less than one of at most one of these heights. By the pigeonhole principle, some height avoids every root, and thenThis is finite-height polynomial root avoidance. Root labels need not be chosen continuously or even measurably. Instead define the closed setsContinuity in extends the inequality from rational to every real . These Borel sets partition . The Hörmander staircase assigns the horizontal contour over ; its height is bounded by , and the denominator has the uniform lower bound . For , the transverse space is a single point and only one horizontal contour is needed.
Use the Fourier transform convention , with inverse factor . Define the candidate fundamental solution of a linear differential operator byFor a test function supported in a fixed compact set , Fourier decay in a bounded complex strip gives, for any integer ,Indeed, this is the real Fourier transform of with reversed frequency, and repeated integration by parts with proves the estimate. Taking and using the denominator bound proves absolute convergence and a continuity estimate on . Thus is a distribution; no unsupported interpretation of a divergent inverse Fourier transform is being used.
For its distributional derivatives, the formal transpose of a differential operator is . Sinceapplying cancels the denominator. For each fixed , the numerator is an entire function of . The Cauchy integral theorem, applied to a rectangle between the lines and , givesThe two vertical edges tend to zero by the same bounded-strip decay. The resulting contour deformation is performed separately for each transverse frequency, so discontinuities of the staircase height introduce no additional boundary terms. Absolute convergence permits integration over the partition . The Fourier inversion theorem then yieldsThis proves the Malgrange–Ehrenpreis theorem. Undoing the orthogonal change of coordinates gives the fundamental solution of a linear differential operator for the original operator; the Dirac delta distribution is unchanged by that change of coordinates.
For a one-dimensional operator of degree , with leading coefficient , we may choose the single staircase contour below every pole. Take and integrate on . The corresponding formula is the Bromwich contour version of the construction above, after putting . Its poles all lie above the frequency contour. For , close that contour downwards; the exponential function decays and there are no enclosed poles. For , close upwards, where the exponential function again decays, and apply the residue theorem. The bound justifies the large arcs, including by the Jordan lemma away from their endpoints. Thus away from the retarded fundamental solution is , whereThe sum is over distinct roots of a polynomial, with the residue including the whole multiplicity. For simple characteristic roots of a constant-coefficient differential equation, it reduces to . Repeated roots give exponential polynomial solutions of a constant-coefficient differential equation through differentiation of .
To establish the equality also at the origin, rather than leave a possible point-supported term undecided, verify the distributional jump formula for a Heaviside product. The residue expression is an entire function of , andIts initial derivatives areThese identities follow by integrating over a large circle: for the integrand is , whereas for its coefficient of is . The distributional jump formula for a Heaviside product therefore gives . Moreover, since is a tempered distribution, its Fourier transform satisfiesThere are no real zeros of this polynomial, so its reciprocal is the transform. This is exactly the shifted-contour construction, proving equality there as a distribution as well. HenceThe sign of matters: for the operator in the preceding solution, and the last initial derivative is .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 328 2 Solution Created 2026-10-03 Updated 2026-10-06
Use the printed coordinate derivative , not an outward normal derivative; at the left endpoint these have opposite signs. Assume the usual bounded or admissibly growing solution at infinity, with an initial trace and forcing possessing a Laplace transform. Set , so , and use on the principal square root branch. DefineThe half-line Dirichlet Green function for givesWrite the transformed solution as . The Laplace transform of a derivative in the dynamic boundary condition is , soThe special choice of gives the perfect squareIn particular, the initial boundary trace cannot be omitted. Withan integral representation isChoose the Bromwich contour to the right of the forcing's growth abscissa and every pole; and sufficiently large for the data is a safe choice for real . No sign of is explicitly imposed in this question.
The inverse transform can also be performed explicitly. For the repeated-root dynamic-boundary heat kernel, setFirst integrate the Heat Poisson kernel against , or differentiate the result with respect to :Since differentiation of with respect to produces , and , the desired kernel isHere is the complementary error function. A direct integral characterization, also proving the sign and the transform, isThe convolution theorem for Laplace transforms now gives the fully real time-domain representationAll quantities here are known from the prescribed data. For it tends to as . At , and the spatial correction tends to zero, recovering . A solution classical through the initial corner additionally needs ; weaker corner regularity does not invalidate the formula for positive times.
The repeated-root unstable heat boundary mode gives a useful sign check on the dynamic boundary condition for the heat equation. If , has a genuine double pole at on the physical branch, and the exact homogeneous mode satisfies both the heat equation and the printed boundary condition. Generic data can also excite a contribution. A contour deformation must retain this repeated-pole contribution. If , the putative root is outside the chosen branch and is not a physical pole. At , , as expected when the boundary trace satisfies .
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 328 1 Solution Created 2026-10-03 Updated 2026-10-06
Use a time Laplace transform and a spatial Green function. The first-order transport term must be retained: the Airy resolvent kernel for alone would solve a different equation. The governing linear partial differential equation is the linear dispersive Stokes equation, distinct from the viscous-fluid Stokes equation.
For the time interval of interest, extend the given boundary signal by zero after and putThe possible discontinuity at does not affect a solution at . Equivalently, use any sufficiently regular continuation beyond : the resulting causal Green function produces the same earlier solution. We seek the usual solution with spatial decay and a time transform, rather than an unrestricted spatially growing solution on the half-line.
Writing for the time Laplace transform, the Laplace transform of a derivative givesThe corresponding characteristic roots are the three roots of a polynomialFor , label the unique root of negative real part by , and the two roots of positive real part by . This spatial root splitting for the dispersive Stokes resolvent is easily checked: if , then is imaginary, so no root crosses the imaginary axis as varies in the right half-plane. For real the cubic is strictly increasing on the real line and has one negative real root, while its conjugate pair has positive real parts. The root count remains the same throughout that connected half-plane. A repeated root would satisfy and again put on the imaginary axis. All roots are therefore simple there, and is a nonzero holomorphic function.
Set , including . Define the Stokes resolvent kernel with advectionThe sign on the negative half-line is essential. To verify the Green function, use the partial fraction decompositionIts expansion at infinity yields the reciprocal-polynomial root identitiesConsequently and are continuous at zero, and has jump one. Each piece solves the homogeneous ordinary differential equation, so the jump conditions for a third-order Green function imply, in the sense of distributional derivatives,Both pieces decay in their respective spatial directions.
Now defineIt satisfies the transformed inhomogeneous equation. The difference solves the homogeneous linear ordinary differential equation; spatial decay leaves only . Imposing the Neumann boundary condition fixes its coefficient, giving the half-line Stokes solution with a boundary derivativeNo division by a vanishing root is involved, since would require . Moreover the remaining boundary trace is explicitly known from :Thus introduce the completely explicit initial-data kernelFor any upward Bromwich contour to the right of any transform singularities, the requested integral representation isThe contour integral is understood in the standard Bromwich inversion formula sense, with truncation limits if it is not absolutely convergent. Every term is expressed in the supplied data and algebraic characteristic roots; there are no unknown Dirichlet or second-derivative boundary traces.
The transformed equation verifies the linear partial differential equation and the initial term, while taking the spatial derivative gives . Bromwich inversion formula therefore supplies the prescribed derivative for and the initial value for . For zero initial and boundary data, the transformed solution is a decaying homogeneous mode with zero boundary derivative, hence vanishes; this proves uniqueness in the stated transform/decay class. A change of the boundary continuation after has transform times another causal transform and contributes only after , by the Laplace transform time-shift rule. The printed dot on is interpreted as its derivative in its sole variable , so the stated corner compatibility is . Additional differentiability at the corner requires the corresponding higher-order compatibility, but is not needed for the representation at positive .
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 328 2 Solution Created 2026-10-03 Updated 2026-10-06
The drift makes the natural measure weighted. LetUnder homogeneous Neumann boundary conditions, the differential operator is self-adjoint in the weighted inner product . Indeed integration by parts giveswhen the derivative boundary terms vanish. In particular its eigenvalues are nonpositive and it has the constant stationary eigenfunction. We first construct the weighted Neumann heat kernel with constant drift, then incorporate the two prescribed coordinate derivatives.
Put . The Robin gauge transform for constant drift, , turns intoThese are coordinate-derivative Robin boundary conditions, with the same algebraic sign at both endpoints. The left condition for an oscillatory solution of wavenumber gives . The right condition then reduces to , giving . There is also a separate mode , , which must not be discarded by restricting to oscillatory . For , write : the endpoint determinant reduces to , leaving only that zero mode. At , the linear solution satisfies both endpoint conditions only if it vanishes, because . The complete Sturm-Liouville eigenfunction expansion therefore usesTheir squared norms in the weighted measure areThe cancellation of the weight against makes the latter formula an ordinary trigonometric integral. DefineFor this kernel is smooth in the interior. It integrates initial values against , not against unweighted Lebesgue measure. It is symmetric in as a weighted kernel, even though the drift operator does not look symmetric in an unweighted inner product.
To determine the boundary forcing, set . Two applications of integration by parts leaveThe minus sign at the left endpoint is the sign of the boundary evaluation ; the supplied is , not an outward normal derivative. Solving this linear differential equation by an integrating factor and recombining the modes gives the requested space-time integral representation:This is the Neumann boundary-forcing formula. The zero mode also gives the useful consistency checkOrdinary unweighted mass instead obeys . Replacing the weighted measure by or deleting the constant mode would therefore give an incorrect solution.
There is a subtle point when checking nonzero derivative data: every homogeneous eigenfunction has zero endpoint derivative, but differentiating the boundary-forcing sum and its time integral term by term at an endpoint is not valid. The kernel is singular as , and the prescribed derivatives are interior limits of the full solution. An explicit Laplace transform form verifies those limits without this interchange and gives an alternative purely contour-integral version.
For , set using the principal square root, and defineBoth solve , with , . Their weighted Wronskian is the nonzero constantHence the resolvent kernel for Neumann advection-diffusion on an interval isThe first derivative in has jump , giving in the sense of distributional derivatives. If and , an equivalent transformed solution isIn fact and , so and exactly. The inverse Bromwich contour integral of is an alternative final answer. Its poles at and reproduce the constant and decaying modes of , respectively; apparent square-root singularities in the normalized hyperbolic factors are removable. This also independently checks the kernel normalization and boundary signs.
As in question 1, the printed dot on denotes its spatial derivative: the two corner conditions are and . The initial eigenfunction expansion converges to in the weighted space and, for the stated smooth compatible data, has the appropriate classical initial and boundary limits. Differences of solutions with zero data satisfy , proving uniqueness in the usual regular solution class. In the limit , , , and the ordinary Neumann heat kernel on an interval and its boundary signs are recovered.
Past exam of the mathematics course of the University of Cambridge 2019 ib Paper 4 14D a Solution Created 2026-09-24 Updated 2026-09-29
The Bromwich inversion formula givesFor , close the Bromwich contour in the left half-plane. The only enclosed singularity is the double pole at , whose residue isThe residue theorem therefore yields
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 328 3 Solution Created 2026-10-03 Updated 2026-10-05
Apply the time Laplace transform to the Airy equation. Extend past in any suitable way and writeFor example, setting after makes ; the final solution for is independent of this extension. The Laplace transform of a derivative givesTake the principal cube root for . The three characteristic roots of the spatial ordinary differential equation areSince , only has negative real part. Thus spatial decay leaves just one homogeneous exponential, which the single prescribed Neumann boundary condition determines.
The Airy resolvent kernel on the whole real line isIt decays at both ends, is continuous together with its first derivative, and satisfies . Consequently as a distribution. A particular solution is the Green-function representationAdding the decaying homogeneous mode to impose the boundary derivative givesEvery term is known. If denotes the spatial Laplace transform, thenThe Bromwich inversion formula now gives the required integral representation:Here is to the right of any singularities required by the growth of the data. The usual decay or growth hypotheses are understood for this Laplace transform construction; when absolute inversion is unavailable, the vertical integral is interpreted as the limit of truncated Bromwich contours. The transformed ordinary differential equation verifies the partial differential equation and initial condition, while differentiating at gives exactly and hence . The derivative compatibility makes the two data agree at the corner.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 13E b Solution Created 2026-09-24 Updated 2026-09-25
Use the principal square root and deform the Bromwich contour around the negative real-axis branch cut. The pole at contributes . The two boundary values at combine toOn the cut put ; the jump of is and . Taking the principal value at givesThe expression has the prescribed boundary value and decays into the bar.
Past exam of the mathematics course of the University of Cambridge 2022 ib Paper 4 12A b Solution Created 2026-09-24 Updated 2026-09-25
The Bromwich inversion integral closes to the left for . Equivalently, partial fractions at the two double poles giveTaking residues therefore yields
Past exam of the mathematics course of the University of Cambridge 2022 ii Paper 3 7E Solution Created 2026-09-23 Updated 2026-09-25
Taking the Laplace transform in and using the zero initial condition givesThe solution bounded as isThe transformed boundary condition isso this is the sinusoidally forced heat equation on a half-line. Integrating in gives
Use the principal square root, with a branch cut along the negative real axis. The Bromwich contour is a vertical line to the right of and the branch point . For , close it in the left half-plane, indent around the cut, and let the large semicircle recede. The simple poles at contributeHence
On the upper and lower sides of the cut, put ; the two values of are and . Their jump and the opposite contour orientations combine to giveThis is precisely Bromwich inversion with a square-root branch cut: the residues produce the permanent periodic response, while the cut integral is the transient that decays with time.
Past exam of the mathematics course of the University of Cambridge 2026 ii Paper 2 7D Solution Created 2026-09-24 Updated 2026-10-05
The laplace transform is , and inversion iswhere the vertical Bromwich contour lies to the right of all singularities. For it is closed leftwards, and for rightwards, where the exponential decays.
Transforming the PDE and imposing boundedness as giveswith the square root cut conventionally along . ThereforeThere are poles at (with cancellation assessed in the complete expression) and a branch point at ; close left for and wrap the cut while including the relevant residues.