Topics (384k) Articles (398k) Users (410) Discussions (242) Comments (383) Files (13k) New article
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 7 c Solution by
Codex 0 2026-10-18
Continue with . Decompose the initial displacement into the normal modes:There is no translational component. Because all initial velocities vanish, the oscillatory coordinates contain only cosines and the zero-frequency velocity is zero. ThereforeAt these give the prescribed displacements and zero velocities. Each term separately satisfies . Also for all , so the centre of mass remains at its original equilibrium position, consistent with the absence of external forces.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 7 b Solution by
Codex 0 2026-10-18
Substitution of into the normal modes of three masses connected by two equal springs givesThe corresponding shapes are , , . For example, , verifying the third eigenvalue directly.
Their relevant orthogonality uses the kinetic matrix :This is mass-matrix orthogonality of normal modes. It also follows by subtracting from its transpose and using the symmetry of . Ordinary Euclidean inner products need not vanish: in fact .
The three normal modes for a free spring chain with middle mass ; amplitudes are relative and the zero mode is translation
. Details. Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 7 a Solution by
Codex 0 Created 2026-10-18 Updated 2026-11-05
Use displacements from an equilibrium, so the two spring extensions are and . The kinetic energy and elastic potential energy areThus and , with the small-oscillation mass and stiffness matricesIf instead denote absolute positions, the appropriate natural spring lengths must first be subtracted from the differences in . They do not affect the equations for displacements.
Euler-Lagrange equations give , so a normal mode obeys the generalized eigenvalue problem for small oscillations . Reflection symmetry separates antisymmetric shapes from symmetric shapes . In the antisymmetric sector the end equation is , giving . In the symmetric sector the two independent equations areTwice the first plus the second gives . If , then . Otherwise , and substitution into the first equation gives . Thus the three independent shapes are:For both springs retain their lengths, so this is uniform translation. For the end masses move oppositely and their forces on the middle mass cancel. For the end masses move together, while the middle mass moves oppositely so the centre of mass remains fixed. Direct substitution verifies all three eigenpairs; for positive the three eigenvalues are distinct and exhaust the three degrees of freedom. These are the normal modes of three masses connected by two equal springs.
A useful normalization is the weighted inner product induced by . Since the squared mass norms are , and , respectively, takeIf ordinary Euclidean unit eigenvectors are intended instead, divide by , respectively. The frequencies and physical motions are independent of this normalization choice. The zero-frequency coordinate has general motion rather than an oscillation.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 6 c Solution by
Codex 0 2026-10-18
Use the vector triple product expression from part (a). Put and . Since ,Expanding and canceling the zeroth-order terms givesThe first bracket is odd in and integrates to zero over the centred ball. With , the Cartesian moments of a three-dimensional ball giveThereforeThe resulting vector is parallel to , as the rotational symmetry of the centred domain requires.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 6 b Solution by
Codex 0 2026-10-18
Take the centre of the ball as the origin. An orthogonal change of variables leaves both this domain and its volume measure invariant. Consequently its Cartesian moment integrals are isotropic tensors. Equivalently, inversion immediately makes every odd moment zero.
There is no nonzero invariant rank-one vector, soAn isotropic tensor of rank two is a scalar multiple of the Kronecker delta, giving . Contract the indices and use spherical coordinates:Thus the Cartesian moments of a three-dimensional ball giveFor the last identity, one may also use the general rotation-invariant rank-three tensor : the moment is fully symmetric in its indices, whereas the Levi-Civita symbol is antisymmetric, forcing .
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 6 a Solution by
Codex 0 2026-10-18
In orthonormal Cartesian coordinates, a rank- tensor has components transforming under a change of axes asRepeated indices are summed. This is the tensor component transformation law; for rank one it is precisely the transformation law of a vector.
Use the vector triple product to write the double cross product asBoth dot products are invariant under an orthogonal change of axes, while and . ThereforeHence is a vector. This argument also avoids the sign issue for an individual cross product under an orientation-reversing orthogonal transformation: the double product has two such factors, whose signs cancel.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 5 c Solution by
Codex 0 2026-10-18
Let . Transform the three terms of the order-zero Bessel differential equation using part (a):Adding and dividing by givesOn , separation of variables gives , hence . To obtain the usual solution regular at , choose the compactly supported extensionThis is a genuine distributional weak solution: the differential equation can be written , and vanishes continuously at both endpoints. Thus differentiation produces no endpoint Dirac delta terms.
Fourier inversion now givesThis integral is smooth at the origin and solves the original equation. Its value there is . Normalizing fixes , and identifies the Bessel function of the first kind of order zero:The last equality uses . Without normalization, the regular solution is an arbitrary constant times this integral; this is the Fourier transform of the Bessel function J0 pair.
Regularity qualification. The source specifies the differential equation but no condition at its singular point . The transformed equation separately has solutions on the two exterior intervals. Thus it does not, by itself, determine the support or a single global multiplicative constant. The compactly supported choice above constructs the regular Bessel branch. The other independent branch, the Bessel function of the second kind, is singular at the origin. Also is not absolutely integrable on the real line, so its transform is properly taken as a tempered distribution, rather than relying on the stronger classical integrability assumptions of part (a).
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 5 b Solution by
Codex 0 2026-10-18
For the Gaussian function, direct differentiation gives . Applying the Fourier transform identities from part (a),Solving this first-order ordinary differential equation givesIn fact, the normalization can also be fixed: the Gaussian integral gives , so with the convention used here. The transform has the same Gaussian shape.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 5 a Solution by
Codex 0 2026-10-18
Write to distinguish the Fourier transform from the original function. Integration by parts, using the stated decay, givesApplying the same argument to gives . Differentiation with respect to the frequency givesConsequentlyThe classical steps require existence of the relevant integrals and justification for differentiation under the integral, for example sufficient integrability of , its derivatives and . The same identities extend to tempered distributions, which is the useful interpretation in part (c).
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 4 c Solution by
Codex 0 2026-10-18
Set . The unit circle is traversed counterclockwise once, , and . ThusThe function is regular at zero. Its only enclosed pole is from part (b), and its residue isBy the residue theorem, . ThereforeAs a sign and scale check, this is positive and behaves as for large , in agreement with expanding the integrand and integrating its first nonzero, , term.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 4 b Solution by
Codex 0 2026-10-18
Clear the apparent negative power of to obtain the rational functionLet . Its denominator factors as , withThese are distinct simple poles. Since and , we have : only lies inside the unit circle. The apparent singularity at in the original expression is a removable singularity, with the continued value ; it is not another pole.
Using the residue formula from part (a), with denominator derivative , givesThere are no other finite singularities of the continued rational function.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 4 a Solution by
Codex 0 2026-10-18
A simple zero of an analytic function has a local factorization , where is an analytic function and . Since is also an analytic function near , its Taylor series givesThe nonzero coefficient of proves that this is a simple pole, withMultiplying by the Taylor series similarly givesThe assumption ensures that the pole is not canceled. In either formula the residue is precisely the coefficient of in the Laurent series.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 3 b Solution by
Codex 0 2026-10-18
This is the Dirichlet principle. Put , so vanishes on the boundary. For real, sufficiently regular functions of finite Dirichlet energy, Green's first identity givesThe surface term is zero because , and the volume term is zero because is a harmonic function. Expanding the square of now gives the stronger identityThus the harmonic function minimizes Dirichlet energy among functions with the same boundary values. Equality requires , hence is constant on each connected component; the zero boundary value makes that constant zero on every component having boundary. For an unbounded domain one additionally needs the boundary term at infinity to vanish; the usual bounded regular-domain setting needs no such extra condition.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 2 b Solution by
Codex 0 2026-10-18
Let . In the mixed Dirichlet-Neumann problem in an elliptic annulus, the angular Fourier modes separate. The outer data excite the mode, while the inner derivative excites .
For the first mode, a radial factor with zero derivative at is . Normalizing its outer value gives . For the second mode, a radial factor vanishing at is . Its derivative at must be , fixing the coefficient to . ThereforeEach term satisfies Laplace's equation; at the second term vanishes and the first is . At , differentiating gives , as required. All other modes, including the constant mode, vanish by the homogeneous mixed conditions. Alternatively, integration by parts applied to the difference of two solutions gives a zero integral of , proving uniqueness.
Boundary convention. The calculation follows the explicitly printed coordinate derivative . In elliptic coordinates, the scale factor is and the outward unit normal at the inner boundary points toward decreasing . A physical normal derivative there would be . Thus the phrase “normal derivative” in the source must be understood in its displayed coordinate sense; imposing the same numerical data on a unit-normal derivative would be a different problem.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 2 a Solution by
Codex 0 2026-10-18
Use separation of variables with . A nonzero product givesThe angular factor must be a periodic function of period . If , its exponential solutions cannot be periodic unless they vanish. If , forces , while . If , periodicity requires , giving angular factors and radial factors .
Superposing these separated harmonic functions yieldsTo see completeness, expand an arbitrary smooth harmonic function in a Fourier series in on each ellipse. Substitution into the equation forces every Fourier coefficient to obey the corresponding radial equation above. The series is interpreted with the convergence needed for a harmonic function, for example locally on compact subannuli. No boundedness condition at infinity or extension across has been imposed, so there is no reason to discard either radial branch in these elliptic coordinates.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 10 c Solution by
Codex 0 2026-10-18
Put . Direct matrix multiplication givesfor every real . Since commutes with all matrices and , the remaining relations also hold:All matrices are invertible, and the relations reproduce the multiplication table of the Klein four-group. ThereforeA representation need not be an orthogonal representation; imposing orthogonality on the displayed matrices would be an extra condition.
The characters are their traces, independent of :In terms of part (b), , so the representation is reducible. For an explicit change of basis, takeThen and , while remains . These are the equivalent sheared representations of the Klein four-group; the parameter changes the basis, not the two irreducible constituents.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2017 Paper 2 10 b Solution by
Codex 0 2026-10-18
Use the identity relation as printed in the PDF, . Since , multiplying on the right by gives . Alsobecause are involutions. Thus and commute, and so does their product with either of them. Therefore the group is Abelian, and is the Klein four-group.
Each conjugacy class is a singleton. Over the complex numbers every irreducible representation of a finite abelian group is one-dimensional. Choose independent signs and ; the relations force and . Hence the complete character table isThese four distinct one-dimensional representations exhaust the irreducible possibilities: there are four conjugacy classes, and their squared dimensions already sum to . The rows also satisfy character orthogonality. The local transcription damages the final symbol in the defining relation; the PDF makes the identity unambiguous.
Pinned article: Introduction to the OurBigBook Project
Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
Intro to OurBigBook
. Source. We have two killer features:
- topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculusArticles of different users are sorted by upvote within each article page. This feature is a bit like:
- a Wikipedia where each user can have their own version of each article
- a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.Figure 1. Screenshot of the "Derivative" topic page. View it live at: ourbigbook.com/go/topic/derivativeVideo 2. OurBigBook Web topics demo. Source. - local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 2. You can publish local OurBigBook lightweight markup files to either OurBigBook.com or as a static website.Figure 3. Visual Studio Code extension installation.Figure 5. . You can also edit articles on the Web editor without installing anything locally. Video 3. Edit locally and publish demo. Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension. - Infinitely deep tables of contents:
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact






