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Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 8 b Solution by
Codex 0 2026-10-18
For the Frobenius solution, differentiate term by term:The unshifted terms in the equation have coefficient . The extra factors of give the shifted contribution . Equating the coefficient of for gives the linear recurrence relationFactoring both coefficients is especially useful:The separate lowest-power equation is . Do not cancel when it vanishes: that is the possible undetermined coefficient at Frobenius resonance.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 8 a Solution by
Codex 0 2026-10-18
After division by the leading coefficient, write , whereThe only finite singular points of a differential equation are . At zero, and are analytic. At , and are analytic. The regular singular point criterion for a second-order equation therefore makes both points regular.
If infinity is included, it is a regular singular point at infinity as well: and . Equivalently, with the transformed coefficients are and , which satisfy the same regular-singular criterion at .
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 7 c Solution by
Codex 0 2026-10-18
Using the exponential form of the complex cosine, is equivalent to . Thus the zeros are exactlyAt each point , so the cosine has a simple zero. Cubing it givesThe order of a zero of a holomorphic function is therefore three at every zero. There are no finite singularities because this is an entire function.
To classify infinity, examine at . The identity shows that its Laurent series contains the nonzero negative-power coefficientsThere are infinitely many terms in the principal part, the criterion for an essential singularity. Therefore This is also the general characterization of a nonpolynomial entire function at infinity.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 7 b Solution by
Codex 0 2026-10-18
Insert the specified real part into the polar Cauchy-Riemann equations. The first gives , and integration with respect to givesThe second equation then requires , so . The remaining imaginary additive constant is fixed by . ThusThe resulting polynomial is holomorphic at the origin too, consistently extending the calculation made in polar coordinates with .
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 7 a Solution by
Codex 0 2026-10-18
For a holomorphic function with , the chain rule givesWriting and equating real parts and imaginary parts,For , division by gives the Cauchy-Riemann equations in polar coordinates:The restriction reflects the coordinate singularity at the origin; the Cartesian equations have no such restriction.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 6 d Solution by
Codex 0 2026-10-18
Use and take the Hermitian conjugate in the reverse product order:The factorization gives , while . ConsequentlyThe last equality uses the fact that commutes with and its inverse. Thus is a Hermitian matrix. The exclusion of the eigenvalue one is essential to define the inverse. Spectrally, an eigenvalue is sent to , a real number. This is the inverse Cayley transform of a unitary matrix without eigenvalue one.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 6 c Solution by
Codex 0 2026-10-18
All factors that are rational functions of commute. Taking the Hermitian conjugate reverses product order and givesThereforeso . This is a Cayley transform of a Hermitian matrix, with scale and the convention that an infinite real eigenvalue maps to one.
Applying it to each eigenvector yieldsThe eigenvectors are unchanged, and because numerator and denominator are complex conjugates. No equals one when . The scalar map is injective on real , so the eigenspaces, including any degeneracies, are preserved exactly.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 6 b Solution by
Codex 0 2026-10-18
A complex square matrix is a unitary matrix if . Equivalently, it preserves the complex inner product and hence the norm. If with , thenDivision by the positive squared norm gives . Thus every eigenvalue lies on the unit circle.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 6 a Solution by
Codex 0 2026-10-18
Let be a Hermitian matrix and with . The scalar equals its own complex conjugate, becauseSince and the squared norm is positive, .
Now take and . The inner product satisfiesSubtracting gives . Thus distinct eigenvalues imply , proving orthogonality of the corresponding eigenvectors. Within a degenerate eigenspace, an orthonormal basis may be chosen, but arbitrary distinct vectors in that same eigenspace need not be orthogonal.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 5 g Solution by
Codex 0 2026-10-18
At the angles in part (f),Let the two diagonal matrices be and . Multiplication givesThe vector condition is exactly . For , the general form is thereforeEvery pair is attainable, for example with and . The transformation need not be orthogonal or invertible; the question asks only for diagonal rescalings with this one vector image. If and , no linear map can satisfy the condition. If , the entry is arbitrary as well.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 5 f Solution by
Codex 0 2026-10-18
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 5 e Solution by
Codex 0 2026-10-18
The Hermitian conjugate of a real matrix is its transpose, soTherefore It is also a real skew-symmetric matrix. It is Hermitian as well only in the exceptional case , precisely when is symmetric. This includes the identity and half-turn cases from part (d), so the zero-matrix overlap should not be excluded.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 5 c Solution by
Codex 0 2026-10-18
With the same right-handed active rotation convention as , the direction is fixed, rotates towards , and towards . ThereforeIts columns give the images of the three Cartesian unit vectors, which also makes the signs of this rotation matrix explicit.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 5 b Solution by
Codex 0 2026-10-18
The direction is fixed, giving the eigenvalue one. The planar block has characteristic polynomialThus the full list of eigenvalues isThe last two are real precisely when , so all three are real exactly for . At even multiples of the matrix is the identity and every vector is fixed. At odd multiples it is a half-turn: the axial eigenvalue remains , while the whole perpendicular plane has eigenvalue .
For other angles, the only real eigenvector direction is the rotation axis; the perpendicular plane is rotated rather than preserving an individual real direction. Its complex eigenvectors can be taken as and for and , respectively. These represent the two complex conjugate planar eigenvalues.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2021 Paper 1 5 a Solution by
Codex 0 2026-10-18
The columns of are an orthonormal basis, since and the first two columns have zero dot product. Thus : it is an orthogonal matrix. Consequentlyand hence . This is the preservation of the Euclidean norm by a rotation matrix.
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