Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 333 4 d Solution 2026-09-28
Letwhere is the Heaviside step function. Thenso the Eliassen equation for residual circulation isTake no normal residual flow at and , decay as , and choose the streamfunction constant on the connected rigid boundary to be zero. Thus
The required Fourier series in sine modes isDefineFor each mode, the vertical equation isThe Dirac delta function requiresThe solution satisfying the boundary conditions is thereforewhere
The momentum equation givesThe jump of supplies an equal positive delta function in , so the singular terms cancel. The regular acceleration iswhereFinally, the transformed density equation givesThese exponentially decaying modes are the balanced mean response to wave-activity deposition at .
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 334 2 a ii Solution Created 2026-09-24 Updated 2026-09-25
The Fourier cosine series on isIt is the Fourier series of the even extension to , repeated with period . The Fourier sine series isIt comes from the odd extension and its -periodic extension. These Fourier coefficient formulas follow by Fourier orthogonality, since every nonconstant sine or cosine has squared integral on , while the constant function has squared integral .
For separation of variables, put and set . The boundary conditions are , . Multiplying by and using integration by parts givesA nonzero solution therefore has : the zero case forces constant, and then forces . Writing , the eigenfunctions and their temporal factors areThese sine functions are orthogonal on , with squared norm . Expanding the initial condition and multiplying by gives, using the permitted interchange of the sum and integral,Here and . Thus the Fourier series solution isThe exponential decay permits differentiation of the series for , and each term satisfies both boundary conditions. At it is the mixed-end Fourier expansion of .
The gained heat is the increase in internal energy. Since the paper specifies no cross-sectional area, first give the answer per unit cross-sectional area; multiply by for a rod of cross-sectional area . The initial temperature has integral , whereas . At this givesNumerically . This is positive and less than the eventual gain , as expected from relaxation towards the uniform steady state.
For , define . Differentiate under the integral and use Laplace's equation:Thus is constant. The top Neumann boundary condition gives , soFor the included endpoint , the integral is interpreted as an improper integral at the bottom corners if necessary. The Fourier series constructed in c gives, on ,The second series is absolutely and uniformly convergent; the first term has only integrable logarithmic singularities. Its integral is zero since , while every cosine term also has zero integral. This proves the endpoint as well:For completeness, the logarithmic integral follows without any endpoint differentiation. Put and substitute to obtain . Adding and using gives , hence and the required full-interval result.
The real Fourier series of is writtenwhere the Fourier coefficients areBy part (a)(i), any other interval of length gives the same Fourier coefficients, because each integrand is a periodic function with period . The notation associates with its Fourier series; existence of the integrals alone does not assert pointwise convergence.
On the function is odd, so its mean and all its cosine Fourier coefficients vanish:The assigned endpoint value does not affect these integrals. The product of the two odd functions and is even, hence the sine Fourier coefficients areTwo applications of integration by parts giveThereforeThe periodic extension has a jump discontinuity at every odd multiple of : its left and right limits are and . Its assigned value at each such point is . Thus it is odd away from these points, but it is not a globally odd function pointwise. The Fourier series will take the midpoint value zero at these jumps.
By Dirichlet's theorem on Fourier series, a piecewise continuously differentiable periodic function has a Fourier series converging at each point to the average of its one-sided limits. In particular it converges to the function at every point of continuity. Our periodic extension satisfies these hypotheses, and is a point of continuity with .
At this point for even . For ,Substituting in the Fourier series from part (c) provesThe sum is taken in its displayed order. Discarding its zero even-indexed terms is valid and does not rearrange the remaining terms.
For a nonzero integer , direct integration giveswhereas . The product-to-sum formulastherefore establish Fourier orthogonality: for positive integers ,Here is the Kronecker delta. In particular the constant function is orthogonal to every nonconstant sine and cosine in this system. Integrating the given Fourier series, then multiplying it by or and integrating, isolates its Fourier coefficients. Using the permitted interchange of the sum and integral givesIf is an even function, then is an odd function, while is an even function. ThusThe Fourier series consequently reduces to a Fourier cosine series.
The function is an even function, so every Fourier sine coefficient is zero. Introduce the auxiliary integralFor a nonzero integer , integration by parts givesConsequentlyFor , a product-to-sum formula yieldsIf , this becomesThe exceptional Fourier coefficient at must be evaluated before dividing by :Thus the full Fourier series isThis equality holds on and by periodicity everywhere. Indeed the periodic extension is continuous at the joined endpoints, since both endpoint values are zero, and is piecewise smooth. The theorem on pointwise convergence of a piecewise smooth Fourier series therefore applies, including at the endpoints. The Fourier coefficients also decay as , making the resulting series absolutely and uniformly convergent.
Set and in the Fourier series from b. Since the function is continuous there, pointwise convergence of a piecewise smooth Fourier series givesIt follows thatThe and terms are and , respectively. Subtracting them gives the required absolutely convergent series:
For period two, write . Direct integration gives . For , and , soThus the Fourier series isIt converges to the values specified in part a. Changing the assigned values at the jumps would not change these integral coefficients.
At , the Fourier sum is , and only the odd cosine coefficients contribute. Therefore , givingAt , the sum is . All nonzero cosine terms vanish, and the sine terms have alternating signs over odd indices. Thus , soThis is the Leibniz formula for π obtained from the same Fourier series.
The Fourier cosine series and Fourier sine series use the respective formsTheir Fourier coefficients, obtained from Fourier orthogonality, areIn particular the constant term is . The Fourier cosine series is the Fourier series of the even extension , made -periodic. The Fourier sine series is the Fourier series of the odd extension, equal to for and for , again made -periodic.
For the Fourier cosine series, integration by parts givesand, for ,Only odd Fourier harmonics remain, so
For the Fourier sine series, another integration by parts givesConsequentlyAt and , the Fourier sine series instead has value zero.
To describe the requested graphs precisely, take congruent to modulo . The Fourier cosine series converges to the continuous triangular periodic extensionIts minima occur at the even multiples of , with value , and its maxima at the odd multiples, with value . The Fourier sine series converges toThe jump discontinuities at even multiples of go from to ; those at odd multiples go from to . Each jump is assigned its midpoint, zero, by the Fourier series.
Treat the boundary data as -periodic in the angular variable. Denote the outer data by , and set for the inner data. Define their mean and nonconstant Fourier coefficients byThe outer data have reflection symmetry, so all their sine Fourier coefficients vanish. Their mean is , and their cosine Fourier coefficients are
The angular Fourier harmonics for a single-valued harmonic function in an annulus are and , with integer . Their radial factors are independent combinations of and ; the zero angular mode has radial factor . For arbitrary inner data, the sine and cosine modes need independent radial coefficients: forcing them to share one radial factor, as in the product form supplied in the paper, would impose an extra restriction. For either sine or cosine mode, if its outer and inner coefficients are and , the radial coefficients obeySolving this linear system givesIt is convenient to collect the result into the annular harmonic interpolation factorsThey satisfy , , and . The zero mode satisfies and . Therefore the required separation of variables solution isAll dependence on is given by the displayed integrals. Substituting leaves its Fourier series, and substituting leavesthe Fourier series of the specified outer step. The radial factors satisfy , so each nonconstant term satisfies Laplace's equation; and do also. For integrable boundary data the radial factors give exponential decay on every closed subannulus strictly inside , justifying the necessary termwise partial derivatives there.
There is a qualification at the two outer jump discontinuities. By pointwise convergence of a piecewise smooth Fourier series, the outer series gives at , whereas the printed data assign at those two points. Thus the displayed solution attains the outer data at their continuity points, and has radial limit at the jumps. One may separately assign the boundary value at the two exceptional points without changing the interior harmonic function, but no continuous extension can match the discontinuous data there. For piecewise smooth inner data, the analogous boundary trace agrees with at continuity points and with its midpoint at jumps. Some regularity of is necessary for a classical interpretation; the problem imposes none explicitly.
Write . The transient satisfies the heat equation and homogeneous mixed boundary conditionsThe left condition is a Neumann boundary condition and the right one a Dirichlet boundary condition. Separation of variables, , givesThe condition removes the sine term. The condition then selectsThere is no nonzero mode with , because a linear satisfying both conditions is zero. There is no growing mode either: integration by parts gives , so every nonzero mode has .
These Sturm-Liouville eigenfunctions have orthogonality and squared normExpand the initial transient in this half-integer Fourier cosine series. Its coefficients areThe integration formula follows by integration by parts; the cosine at the endpoint is zero. Thus the half-integer cosine expansion of a linear profile givesAt the Fourier series reproduces everywhere, including the endpoints; its coefficient decay gives uniform convergence. For every the exponential factors allow termwise differentiation and verify the heat equation and both boundary conditions. The sudden switch-on of nonzero heat flux is incompatible with the spatial derivative of the constant initial temperature at the corner . Accordingly, the positive-time boundary derivative must not be inferred by differentiating the initial Fourier series term by term at that corner.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2003 Paper 2 2 Solution Created 2026-10-18 Updated 2026-10-20
For an odd integrable function, both and are odd. Their integrals over therefore vanish, so the constant and cosine Fourier coefficients are zero. For , the remaining Fourier sine coefficients areThe product-to-sum identity in the first step reduces the integral to two cosines. Here is real and noninteger, so no denominator vanishes. Consequently the Fourier series of a noninteger-frequency sine isAt every term is zero. The Fourier series converges there to the average of the two limits of the periodic extension, namely zero, rather than to the nonzero endpoint values .
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2004 Paper 2 2 Solution Created 2026-10-18 Updated 2026-10-20
The square wave alternates between a low interval of length five and a high interval of length five; its integral average is three. In the real Fourier series conventionintegration over one period givesandThus only odd harmonics occur:The Dirichlet-Jordan convergence theorem makes the sum equal to the function at its continuity points and to the mean of its one-sided limits at a jump. Consequently the sum is 3 at each of , regardless of any separately assigned values of the original function at those endpoints.
Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2006 Paper 1 11 b Solution Created 2026-10-18 Updated 2026-10-20
Because the function is even, all sine Fourier coefficients vanish. Its average is zero, so . The Fourier cosine coefficients of a sine mode follow from the product-to-sum identity:For , the integral is directly zero rather than an undefined substitution into a denominator. ThusThe Fourier series equals the continuous function at every point, including the corners. Its coefficients decay quadratically, so the series is also absolutely convergent.


