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Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 7 b Solution by
Codex 0 2026-10-18
Write and let its constant modulus be . If , then . For , differentiating with respect to and , then applying the Cauchy-Riemann equations, givesThusThe coefficient matrix has determinant , forcing . The Cauchy-Riemann equations then also give . Therefore are constant on a connected domain andThis proves the constant-modulus holomorphic function result. If a domain is disconnected, the conclusion applies separately to each connected component.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 7 a Solution by
Codex 0 2026-10-18
The Cauchy-Riemann equations are . They give the gradient identityAt a regular intersection, where , the two nonzero gradients are normal vectors to the two level sets, so their tangent directions are perpendicular. This is the orthogonality of regular real and imaginary level curves.
The regularity qualification is necessary: , so at a critical point both normals vanish and the curves need not have unique tangents. For example gives diagonal lines for and coordinate axes for , all meeting at the origin. Thus the conclusion is , rather than an unrestricted claim at critical points.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 6 d Solution by
Codex 0 2026-10-18
Since both real matrices are antisymmetric, and . Thus . Expand the two unitary identities:Subtracting and adding give . Because has simple eigenvalues, each of its complex eigenspaces is one-dimensional. Commutation makes each one invariant under : if , then . Hence for some scalar . The complete eigenbasis of is therefore a common eigenbasis, which also diagonalizes .
The skew-Hermitian decomposition of a unitary matrix is explicit:If , unitarity gives . ConsequentlyEquivalently, for the paired eigenvalues are . The hypotheses can only occur in even dimension: and is invertible, whereas an odd-dimensional skew-symmetric matrix has zero determinant.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 6 c Solution by
Codex 0 2026-10-18
To avoid confusing the diagonalizing matrix with the exponential, write from part (b). The convergent matrix exponential series givesEach is purely imaginary, so . The diagonal exponential is therefore a unitary matrix, andHence the matrix called in this part is unitary. The series identity gives the same conclusion directly and also covers repeated eigenvalues.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 6 b Solution by
Codex 0 2026-10-18
Let and . The skew-Hermitian matrix property giveswhere the last equality uses part (a). Distinct eigenvalues therefore imply . Normalize each eigenvector to length one. Since there are distinct eigenvalues, these vectors form an orthonormal basis.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 6 a Solution by
Codex 0 2026-10-18
A skew-Hermitian matrix satisfies , where denotes the conjugate transpose. If with , thenSince , this gives .
A unitary matrix satisfies . It preserves the Hermitian inner product and norm. Thus if ,and therefore . Zero is allowed among the purely imaginary eigenvalues in the first statement, but not among the unitary eigenvalues.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 5 d Solution by
Codex 0 2026-10-18
Expand the quadratic form of this Gram matrix:For , linear independence of the real vectors implies , so its squared Euclidean norm is strictly positive. Thusproving the positive definiteness of a Gram matrix in the independent-vector case.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 5 c Solution by
Codex 0 2026-10-18
The diagonalization in part (b) gives . HenceSufficiency follows from the scalar powers tending to zero; necessity also follows immediately from the diagonal entries of . Under these conditions the matrix geometric series converges, and its sum isWriting , and , all entries are explicitlyFor example, and . These expressions remain valid when parameter values coincide.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 5 b Solution by
Codex 0 2026-10-18
A single eigenbasis works for every choice of the parameters. The columns , , satisfyThey are linearly independent because their column matrix has determinant one. Thus the diagonalization isThis formula includes all coincidences among , so no special repeated-eigenvalue cases need separate bases.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 5 a Solution by
Codex 0 2026-10-18
A square matrix is a diagonalizable matrix over the chosen field when there are an invertible matrix and a diagonal matrix such that . If is column of and , the identity gives . Invertibility makes these columns linearly independent eigenvectors.
Conversely, put linearly independent eigenvectors in the columns of and their eigenvalues in . Then is invertible and , givingRepeated eigenvalues are allowed; the requirement is a complete eigenbasis, not distinctness of the eigenvalues.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 4 c Solution by
Codex 0 2026-10-18
The Parseval identity for this Fourier transform convention isApply it to . Its squared norm is , soUnder , the last integrand times becomes . ConsequentlyThe integrand has continuous value at zero and decays integrably at infinity, so this is an ordinary convergent improper integral.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 4 b Solution by
Codex 0 2026-10-18
Direct evaluation gives the first Fourier transform:For the even triangular function, the odd sine part integrates to zero. Two elementary integrations by parts or one evaluation of the cosine integral giveThe values at zero are the respective areas, agreeing with the removable limits. Therefore . By the convolution theorem and uniqueness of the Fourier transform,There is also a direct interpretation: the convolution is the length of overlap of the intervals and , giving exactly that triangular profile.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 4 a Solution by
Codex 0 2026-10-18
For integrable functions , Fubini's theorem justifies exchanging the two integrals in the Fourier transform of the convolution. Set to obtainThis proves the convolution theorem with the stated normalization:
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 3 c Solution by
Codex 0 2026-10-18
Using the causal Green's function,Put . Since is equivalent to , the improper integral converges and givesThe elementary identity follows by differentiating for . Direct substitution checks , and the displayed solution and its first derivative vanish at zero.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 3 b Solution by
Codex 0 2026-10-18
Choose the causal Green function convention for each source point , with when . This automatically gives the two zero-origin limits. The kernel is continuous at , and integrating its equation across the source requires the unit derivative jump .
For , the homogeneous basis from part (a) gives a continuous kernel proportional to . Its derivative at is , so the normalization is . Hence the causal Green function for a repeated-root Euler operator isThe same formula follows from on the right of the source, with .
The singular endpoint matters for uniqueness. If , then , and both and , together with their first derivatives, vanish at zero. Adding any source-dependent linear combination of these homogeneous solutions to preserves the two stated origin conditions. Thus those conditions alone do not determine a unique Green's function in that parameter range. The causal requirement used here selects the displayed kernel. For no nonzero homogeneous solution satisfies both zero-origin limits, so this ambiguity is absent.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 3 a Solution by
Codex 0 2026-10-18
The homogeneous equation is a Cauchy-Euler equation. With the power-law ansatz on , its indicial equation isThus is a repeated indicial root. The two independent solutions are and , givingTheir Wronskian, with , is , verifying linear independence.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 2 d Solution by
Codex 0 2026-10-18
For separation of variables matching the boundary Fourier mode, take with . Because , the reduced ordinary differential equation isThereforeThe decay of a Fourier mode in a third-order spatial evolution equation requires a sign check: this satisfies the requested limit at positive infinity precisely when . For it remains identically one, while for its amplitude grows exponentially. Hence for those nonpositive values there is no separated solution meeting both prescribed boundary conditions; the printed assumption that is merely real needs this additional restriction for decay.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 2 c Solution by
Codex 0 2026-10-18
The first-order condition , combined with , givesDifferentiate this expression with respect to and insert it into . The terms cancel, leavingThus the compatibility partial differential equation isIt is exactly . Integrating with respect to therefore giveswhere the integration constant may be any function of . Conversely, differentiating this last equation with respect to recovers the compatibility equation.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2022 Paper 1 2 b Solution by
Codex 0 2026-10-18
Insert the proposed leading relation into the two zeroth-order residuals. It givesand, since ,Hence . The same relation is forced by when ; its derivative then automatically gives .
Pinned article: Introduction to the OurBigBook Project
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