Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 69 1 i Solution Created 2026-10-03 Updated 2026-10-06
Use the spectral parameter for a linear boundary value problem and define the dispersion relation . Direct differentiation gives the divergence formIndeed the coefficient of left over after expansion is , and the remaining factor is . Thus this is equivalent to the advection-diffusion equation for every .
Introduce the Half-range Fourier transforms and finite-time spectral boundary transformswhere is the unknown normal derivative with the positive- convention. The outward normal at zero instead gives . The spatial transforms are analytic for and continuous on the real axis under the stated decay assumptions. Integrating the divergence form on gives the global relationThe sign follows from the lower spatial endpoint: the integrated spatial derivative is minus its value at zero. This sign will determine the boundary-forcing term in the solution.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 69 3 iii Solution Created 2026-10-03 Updated 2026-10-06
Interpret the printed coordinate notation as the square corners , , , . This listed order is clockwise, contrary to the counterclockwise convention in (ii). Keep the printed first side directed from top to bottom. Then , , and . Put and , where is the outward normal derivative on the right side. The pullback formula, without any orientation shortcut, givesIndeed , and . If one reverses the side to match the counterclockwise convention, its parameter is and its integrand is . Reversing every side multiplies the global relation by minus one, leaving its zero value unchanged.
The unheaded numerical reconstruction request. The four unknown Neumann boundary conditions are four functions on the sides, not four scalar values. The polygonal global relation is linear in their outward normal derivatives, and its remaining terms depend only on the prescribed Dirichlet boundary data.
Choose a finite approximation on each side, for example an expansion of in Legendre polynomials or piecewise polynomials. Substitute those expansions into the consistently oriented global relation. At chosen nonzero spectral parameters for a linear boundary value problem, integrate the exponential kernels against each basis function to assemble a complex linear system; the known right-hand side is obtained by integrating the given Dirichlet boundary data. Use enough independent samples to resolve all side coefficients, and preferably oversample. The conjugate global relations for the modified Helmholtz equation provide useful companion tests; for complex data use the corresponding independent adjoint relation rather than assuming the traces real.
Solve the scaled system by least-squares solution using a stable factorization such as a singular value decomposition. Sampling directions should probe all sides, and exponential row scaling avoids overflow and poor conditioning. Refine the side approximation and spectral samples until the recovered traces and unused global relation residuals stabilize. Corner incompatibilities or limited corner regularity call for mesh refinement or enriched endpoint basis functions. This realizes a numerical Dirichlet-to-Neumann map without first discretizing the whole interior.
The underlying Dirichlet problem is uniquely solvable in the usual trace class for with : the homogeneous problem has . This supports the boundary reconstruction, although uniqueness of the continuous problem alone does not guarantee that an arbitrary finite set of spectral samples is well conditioned.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 69 3 ii Solution Created 2026-10-03 Updated 2026-10-06
Use a consistent number of vertices, with , and set , . Pull back the one-form to . Since and , the side integrand isFor counterclockwise traversal, put and let be the outward normal derivative, while is the Dirichlet boundary data. The outward unit normal is in complex notation. Therefore , andThere is no tangential-derivative term: it cancels in this particular one-form. The Generalized Stokes theorem and now give the polygonal global relationThe same zero identity holds with every side traversed clockwise, but then for outward normals. One must change this sign consistently rather than mix the two orientations.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 10 1 2 Solution 2026-10-06
We prove finite propagation speed using a shrinking cone energy argument. Fix and , and suppose the Cauchy data vanish on . For , define the local wave energyThe homogeneous wave equation gives the local conservation lawDifferentiate the integral over the moving ball. Its boundary moves inward with speed one, so the divergence theorem givesHere is the outward unit normal, the normal derivative, and the component of the gradient tangent to the boundary. Since and , we have . Hence both and vanish inside the backward light cone. Integrating from the zero initial displacement gives ; continuity then gives .
Applying the same energy estimate to the difference of two solutions proves the domain of dependence assertion. If , the initial ball misses , and the preceding argument proves the stated support bound. No disturbance propagates faster than one.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 70 3 Solution Created 2026-10-03 Updated 2026-10-06
Fix the convention , , and let . With , two families of modified Helmholtz adjoint plane waves areBoth satisfy , since the products of their and exponents are . They obey . Green second identity gives the two conjugate global relations for the modified Helmholtz equationFor real boundary traces, . Thus the second identity is the conjugate spectral companion, rather than an unrelated extra boundary condition. In complex differential form the first relation is equivalentlyIts integrand is a closed one-form: differentiating its coefficients gives . This supplies a direct derivation of the global relation as well as its outward-normal sign convention.
Write the known Dirichlet boundary condition on side as and the unknown outward normal derivative as , with . For any linear combination of the adjoint waves, the global relation isExpanding the in a finite basis and enforcing these identities at selected collocation points for a global relation gives a linear system with a known right side. The square permits especially simple paired tests.
Let , , and for . Define four real adjoint solutionsThey satisfy the modified Helmholtz equation because . Each is a linear combination of two adjoint exponentials, hence is obtained from the two spectral global relations. More explicitly, put , so . For the convention above, the required spectral pairs areAppropriate phase-weighted differences produce . For example the top test is . The conjugate relation ensures a real system for real data. This is sine collocation of square modified Helmholtz global relations.
The functions are an orthonormal Fourier sine basis on . Set and compute the known quantity by numerical integration. Since , each adjoint test vanishes on both adjacent sides. On its own side it equals , and on the opposite side it equals , where . Thus the square modified Helmholtz Dirichlet-to-Neumann coefficients obeyEach block is inverted explicitly: for opposite sides ,Compute these coefficients for and reconstruct . This is a semi-analytical scheme: the spectral basis integrals and two-by-two inverses are explicit, while the known boundary integrals are evaluated numerically. Increase and the quadrature resolution until the desired convergence is observed; compatible smooth side data have convergent normal-trace expansions, while corner singularities require the usual weaker trace interpretation and more careful quadrature.
The requested weak interaction between sides is particularly clear: the adjacent-side unknown traces contribute exactly zero, and the opposite-side coefficient is . The own-side coefficient stays equal to one. Thus diagonal dominance of paired square global-relation collocation is genuine after pairing; individual uncombined exponential samples need not have the same conditioning. The eigenvalues of each block are , so its condition number is .
There is also a direct localization check for an individual adjoint wave. On side with outward unit normal and tangent , the normalized test has . Its opposite-side magnitude is , and its magnitude integrates to at most along either adjacent side. This side localization of modified Helmholtz plane waves explains why suitable large spectral parameters suppress remote-side effects even before the exact sine cancellation.
Finally the interior solution can be evaluated from the computed traces using the two-dimensional modified Helmholtz fundamental solutionHere is the Modified Bessel function of the second kind, and . Replace by its computed finite Fourier sine series and use numerical integration; at interior points the boundary kernels are smooth. The sign follows from Green second identity with this fundamental-solution convention. This completes the numerical integration of the boundary value problem with a Dirichlet boundary condition, rather than stopping at an equation for its unknown boundary derivatives.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 107 1 Solution Created 2026-10-03 Updated 2026-10-06
The Hopf boundary point lemma requires an interior sphere condition, strictness of the boundary maximum, and quantitative control of the uniformly elliptic operator near the contact point. Assume that , that and , and that . After shrinking the tangent open ball, we may suppose that the coefficients are bounded there and that, for constants and ,The coefficient matrix may be replaced by its symmetric matrix part because the Hessian matrix is symmetric. Assume also that throughout the tangent open ball. In the usual statement, one assumes throughout ; when is connected, the strong maximum principle for elliptic operators supplies this strictness from a nonconstant solution attaining its global maximum at .
Put , the outward unit normal of the tangent open ball. With only the given continuity at , the precise conclusion isIf the outward normal derivative exists, it is strictly positive. In particular, if is continuously differentiable up to and the domain has this outward unit normal, then . The stated boundary regularity alone does not assert existence of a normal derivative.
For the proof, use the annulus and the barrier for the Dirichlet problemWriting , direct differentiation givesChoose , so that on . On the inner sphere, compactness and the strict maximum give . Choose with . On the outer sphere and , including at by continuity. Consequently has and nonpositive boundary values. The allowed comparison principle, or the weak maximum principle for elliptic operators, yields in .
Along the inward radius this givesThis proves the Hopf boundary point lemma. There is no sign restriction on here, because the operator has no zeroth-order term.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 107 3 a Solution Created 2026-10-03 Updated 2026-10-06
Choose a smooth cutoff function supported in , equal to one on , with and . For , put . The zero Dirichlet boundary condition implies that the tangential boundary derivative vanishes on the flat face. Differentiating the Poisson equation gives . Test this equation with . The boundary terms vanish because on the flat face and near the curved face. Integration by parts in the tangential direction moves off , yieldingThis is the essential Caccioppoli inequality step: it involves , rather than . Expanding and using the Cauchy-Schwarz inequality and the Young inequality givesThe term is bounded by . Absorbing the first term and summing over proves the hinted estimate:All mixed second partial derivatives are now controlled, since . The remaining normal derivative is recovered from the equation:The Cauchy-Schwarz inequality bounds its squared L2 norm by times the sum of the squared L2 norms on the right. Including the already controlled zeroth and first partial derivatives, and taking square roots, gives the second-derivative estimate at a flat Dirichlet boundary:The full second-order Sobolev norm is controlled without any norm of .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 117 3 Solution Created 2026-10-03 Updated 2026-10-14
A useful precise form of the transplantation theorem is as follows. Take congruent copies of a Euclidean tile with labelled flat faces. For each face colour , encode the gluings by a symmetric signed permutation matrix : a glued pair gives off-diagonal entries in the two corresponding positions; an unglued face gives a diagonal entry for a Dirichlet boundary condition, or for a Neumann boundary condition. Corresponding face identifications must use the same maps in the tile coordinates. Suppose two assemblies have matrices and and there is an invertible matrix withThen, for every eigenvalue , is an isomorphism between their Laplacian eigenfunction spaces. The two assemblies are isospectral, including multiplicities.
To see why, pull every tile restriction back to the same Euclidean tile. A boundary value vector and an outward normal derivative vector satisfyAt an internal face these are continuity of the function and equality of oppositely directed derivatives. At a diagonal they impose ; at a diagonal they impose . The intertwining identities preserve both equations, and the Euclidean Laplacian commutes with constant linear combinations of tile functions. The resulting piecewise function is a weak eigenfunction, with the prescribed boundary conditions, and interior elliptic regularity makes it smooth wherever the assembled manifold is smooth. At polygonal corners one uses the usual weak domain of the Dirichlet Laplacian or Neumann Laplacian, rather than assuming smoothness through a corner. The inverse matrix gives the inverse transplantation.
Here is a completely specified propeller pair. Label the seven triangles , with central triangle , and colour the three sides . In the left and right assemblies the internal-edge pairings areEvery pair means reflection of one triangle across the indicated side; the other faces are external boundary. Each assembly has a central triangle and three two-triangle arms. These are the propeller domains. The drawing uses one acute scalene triangle, and each colour always denotes the side opposite the same marked vertex of the starting triangle.
Two seven-triangle propeller domains with the same side-colour gluing rules and different arm orientations
. Details. Let be the ordinary permutation matrices obtained by adding fixed points to the pairings. The following matrix supplies the Neumann boundary condition transplantation:There is a short way to construct and check it. Start with the support in row , and require the support in row to be applied to the support in row . Traversing the six edges of the right-hand tree gives exactly the displayed rows; checking the remaining fixed-point relations verifies for all three colours. Every row has three ones and every two different rows meet in exactly one column, soThe right-hand side has eigenvalues once and six times, proving is invertible, with . Its incidence pattern is that of the Fano plane, which explains the uniform intersections.
For the Dirichlet boundary condition, put . In both assemblies this gives opposite signs to adjacent triangles. Thus their signed face matrices are and : the off-diagonal gluing entries are positive and the unpaired diagonal entries are negative. The matrixthen satisfies and is invertible. The transplantation theorem proves equality of the Dirichlet Laplacian spectra; proves equality of the Neumann Laplacian spectra as well.
Finally vary the three labelled side lengths of the initial triangle in an open region of strict triangle inequalities, with an acute scalene shape sufficiently close to an equilateral triangle. Reflection constructs both domains continuously from these three independent real parameters. At the equilateral configuration the tiles have disjoint interiors. Choose a sufficiently small neighbourhood of that configuration with every triangle angle in . At each central vertex exactly four tile angles meet, forming a sector of angle , while nonincident pieces stay separated. Thus there is an open three-dimensional parameter region in which both assemblies are embedded planar domains.
For a scalene triangle in this region, the three central vertices are exactly the three reflex boundary vertices: their interior angles are , while the other boundary vertices have angles or . Hence a planar isometry of the domains must map the central triangle onto the central triangle. Put those two central triangles in the same position. Their unequal side lengths force any such isometry to fix the central triangle pointwise. Yet the first arm across, for example, side attaches its outer triangle across colour in , and across colour in . These occupy different positions, so the identity does not identify the domains. An intrinsic Riemannian isometry between connected planar domains also restricts locally to a rigid Euclidean motion and hence is one globally. The two propellers are nonisometric throughout this open three-parameter family. Scaling is included as one of the parameters; modulo scaling the family has two parameters.
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 2016 iii Paper 328 3 iii Solution Created 2026-10-03 Updated 2026-10-06
Let be a bounded piecewise smooth domain, and , with the outward normal vector. Integrating the divergence form from part (i) and using the divergence theorem gives two global relations for a linear boundary value problem:These conjugate global relations for the modified Helmholtz equation are identities between the prescribed Dirichlet boundary condition and its unknown normal derivative; neither is a pointwise boundary equation. Both hold for every nonzero boundary spectral parameter under the usual trace regularity assumptions.
If is real, its two boundary traces are real. Since and the outward normal vector is real,Thus apply complex conjugation to the first global relation for a linear boundary value problem, and replace its parameter by , to get the second. For complex , conjugation would also replace its traces by their conjugates, so that argument requires the stated reality assumption. There is also an algebraic redundancy in this particular parametrization: , hence even for complex data. This does not change the requested conjugation identity.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 328 3 iv Solution Created 2026-10-03 Updated 2026-10-06
Label the sides by , and parametrize the two vertical sides by , the horizontal sides by . Their outward normal derivatives are , , and . Let denote the prescribed side values. Assume compatible, sufficiently regular boundary traces; the square's corners have zero arclength measure and do not require separate normal values.
For sine collocation of square modified Helmholtz global relations, use Legendre polynomials for the known Dirichlet boundary condition and a Fourier sine series for the unknown normal derivative:The known coefficients are . The sine functions have and form a complete basis in . Choosing them for the normal derivative does not impose zero flux at a corner: the expansion is an representation, and endpoint values are not determined by it. If preserving corner values of the approximated Dirichlet trace is necessary, subtract its endpoint-interpolating line before polynomial approximation, and add that line back. All subsequent known-data integrals can alternatively be evaluated with the exact .
Define the entire function basis transformsAt the quotient is evaluated by its removable limit or by the defining integral. For example, , and polynomial expansion of expresses every in derivatives of . PutFor compactness write and . Substituting these expansions into the first global relation for a linear boundary value problem givesThe signs are fixed by the outward normal vectors, rather than by a choice of traversal direction. The second approximate global relation for a linear boundary value problem replaces by , leaving unchanged:Here records omitted boundary-expansion tails. In a finite spectral method the selected equations are set equal to zero to solve for the unknown real coefficients . For real data the two families obey the same complex conjugation relation as their exact counterparts.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 328 3 v Solution Created 2026-10-03 Updated 2026-10-06
A particularly simple constructive choice uses paired collocation points for a global relation. For , putFour suitable sets, one for each side, areThe braces in each set range over all . For large , compute to avoid cancellation. The corresponding pairs are, respectively,Each pair has the same exponentially growing normal direction and opposite tangential frequencies. Take the phase-weighted difference of the two collocated global relations for a linear boundary value problem. For example, the bottom pair gives the adjoint testThe other three phase-weighted differences giveThus the four spectral sets supply four real sine-tested equations per mode. We retain these equations; requiring every uncombined complex equation as well would instead form an overdetermined finite approximation. For real traces each retained equation is the appropriate real combination of its conjugate pair.
The key advantage is that vanish on the vertical sides, while vanish on the horizontal sides. Orthogonality then eliminates all off-mode unknowns. Define the known right-hand sidesThe retained global relations for a linear boundary value problem areFor example, with , the bottom and top right-hand sides are explicitlyFor completeness the left and right right-hand sides areAll these integrals use known polynomial approximations or the exact Dirichlet boundary condition.
Scale each row by . Every block becomesThere is just one off-diagonal entry in each row. This proves diagonal dominance of paired square global-relation collocation. Therefore the assembled system is strictly diagonally dominant, with row margin . This proof applies to the explicitly paired and scaled collocation system, rather than assuming arbitrary raw spectral rows are diagonally dominant. Each block is a positive-definite matrix and have spectral condition number of a positive-definite matrixFor instance, setting gives the concise answerwith the identical formula for the opposite vertical sides. If the known-data integrals use exact , these are exactly the first sine coefficients of the true normal traces: no discarded unknown mode contributes to a retained row. With a finite Legendre polynomial approximation, the error is solely that of the known-data approximation and the final normal-trace truncation. These square modified Helmholtz Dirichlet-to-Neumann coefficients determine the unknown boundary normal derivative; Green's third identity or the separated-variable construction can then recover the interior solution.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 105 1 1 a Solution Created 2026-10-03 Updated 2026-10-05
The general-order Cauchy-Kovalevskaya theorem applies to analytic data on a non-characteristic hypersurface. In local coordinates , a real analytic system of order in an unknown vector is in normal form whenwith real analytic near the initial jet. Analytic data for determine a unique real analytic solution near each initial point. More general systems, including different orders for the components, have the same conclusion after solving for the highest normal derivatives: the corresponding coefficient matrix, or highest-derivative Jacobian for a nonlinear system, must be invertible. This is the system's non-characteristic hypersurface condition. The uniqueness asserted by the Cauchy-Kovalevskaya theorem is initially uniqueness in the real analytic class.
A real analytic coordinate change flattens a real analytic initial hypersurface. Non-characteristicity permits solving for its highest normal derivatives by the real analytic implicit function theorem. Introduce all derivatives through order as additional unknowns. Their normal derivatives are either another jet variable, a tangential first derivative of a jet variable, or the right-hand side of the original equation. This gives a first-order real analytic system. The derivative-compatibility identities have zero initial data and are preserved by the system; equivalently, its real analytic coefficient recurrence reproduces the derivatives of . This explains both reductions, rather than assuming arbitrary real analytic hypersurfaces are already flat.
For the first example, the principal symbol of the Laplace equation at the conormal is , so the plane is a non-characteristic hypersurface. The theorem therefore applies to real analytic and :This does not give Hadamard well-posedness in smooth or Sobolev space norms. For , the harmonic functionshave zero value data and normal derivative data tending to zero with every fixed tangential derivative. At any fixed , however, diverges. Thus the elliptic Cauchy problem for a partial differential equation is unstable despite real analytic solvability. The exceptional case is the elementary affine ordinary differential equation and has no such tangential high-frequency instability.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 105 1 2 d Solution 2026-10-05
The order- principal symbol of the formal adjoint is . Derivatives falling on coefficients contribute only lower-order terms. Thus the original plane remains a non-characteristic hypersurface.
For the curved face use the defining function , whose conormal is . On the face with , and . Therefore tends uniformly to as . Since , continuity givesThe same argument supplies a common neighborhood where the transformed coefficient of the highest normal derivative is nonzero, permitting the real analytic normal form used below.
