Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H g Solution Created 2026-09-24 Updated 2026-09-25
With , the weight becomes . Sincethe sine orthogonality relations show that is a scalar multiple of the Chebyshev polynomial of the second kind . Its roots areThe printed normalization is possible only for even ; then andFor odd , every such orthogonal polynomial is odd and vanishes at zero, so that normalization is inconsistent.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H f Solution Created 2026-09-24 Updated 2026-09-25
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H e Solution Created 2026-09-24 Updated 2026-09-25
Given , the Weierstrass approximation theorem supplies a polynomial with . For all sufficiently large , the quadrature is exact on . Positivity of the weights and then giveLetting proves convergence.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H d Solution Created 2026-09-24 Updated 2026-09-25
Let be the Lagrange interpolation polynomial for the roots , and defineFor , polynomial division gives with . Orthogonality kills the first term, while interpolation gives . ThereforeTaking proves uniqueness. Taking also showsThis is Gaussian quadrature.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H c Solution Created 2026-09-24 Updated 2026-09-25
Let be the distinct zeros in at which changes sign, and put . Then has constant sign and is nonzero except at finitely many points, soIf , this contradicts the orthogonality of to the lower-degree polynomial . Hence ; degree forces exactly distinct, simple roots, all in .
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H b Solution Created 2026-09-24 Updated 2026-09-25
Apply the Gram-Schmidt process to . The last resulting vector is nonzero, has degree exactly , and is orthogonal to every polynomial in .
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 2 11H a Solution Created 2026-09-24 Updated 2026-09-25
Bilinearity and symmetry are immediate. Since , . If this is zero, continuity of makes it identically zero. The points where are dense because only finitely many are excluded, so vanishes on a dense set and hence everywhere. Thus the form is an inner product.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 9B c Solution Created 2026-09-24 Updated 2026-09-25
Insertinto the continuity equation. Its zeroth-order part is the homogeneous cosmological continuity equationSince is spatially homogeneous, the terms of first order in giveOn the other hand, the quotient rule and the background equation implySubstitution of the first-order equation yields the linearized cosmological continuity equationThe ratio is the density contrast.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 9B b Solution Created 2026-09-24 Updated 2026-09-25
The elementary Newtonian derivation of the Friedmann equation follows a test particle on the boundary of a finite expanding sphere. It therefore introduces a distinguished centre and can misleadingly suggest that all matter expands away from one origin.
The fluid derivation is local: the Euler equation and Poisson equation must be compatible in every comoving neighbourhood. It consequently describes a genuinely homogeneous infinite universe, in which every comoving observer sees the same Hubble flow, without selecting a physical centre. This is the improvement captured by the Newtonian fluid derivation of the Raychaudhuri equation.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 9B a Solution Created 2026-09-24 Updated 2026-09-25
In the homogeneous background, and the physical velocity is the Hubble flowThe comoving coordinate is held fixed by the time derivative in the fluid equation, soMoreover, spatial homogeneity gives . The Euler equation therefore reduces toTaking the divergence in three spatial dimensions givesConsistency with the Poisson equation,then requiresThis is the pressureless, zero-cosmological-constant Raychaudhuri equation, obtained by the Newtonian fluid derivation of the Raychaudhuri equation.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 8D b Solution Created 2026-09-24 Updated 2026-09-25
The Euler--Lagrange equations for the quadratic Lagrangian areFor a normal mode , they become the generalized eigenvalue problem for small oscillationsPut . With the stated spring constants,The final matrix has characteristic polynomialso its eigenvalue are . HenceThe two angular frequencies therefore satisfyThis is the spectrum recorded by normal modes of two equal masses between three springs.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 8D a Solution Created 2026-09-24 Updated 2026-09-25
The kinetic energy of the two equal masses isThe extensions of the left, coupling, and right springs are respectively , , and . Their potential energy is thereforeThus the mechanical Lagrangian has the requested quadratic form with the symmetric small-oscillation mass and stiffness matrices
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 6E b iii Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 6E b ii Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 6E b i Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 6E a ii Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 6E a i Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 41E b Solution Created 2026-09-24 Updated 2026-10-03
False under the hypotheses as printed. Nonzero coefficients do not ensure the two-column dominant-subspace condition.
For a counterexample, take , eigenvaluesand an orthonormal eigenbasis for whichThe two displayed coefficient vectors are orthonormal and can be completed to an orthogonal matrix, so such a real symmetric matrix exists. Every and is nonzero, butIndeed, with ,is a nonzero multiple of , while the remaining direction in
isThusBy the simultaneous iteration interpretation of the QR algorithm, the leading two columns of the accumulated factor span this same space. The leading block is therefore an orthogonal-coordinate representation of the compression of to this space. Sincewe havefor every relevant , rather than . Hence the requested Hausdorff convergence does not hold.
isThusBy the simultaneous iteration interpretation of the QR algorithm, the leading two columns of the accumulated factor span this same space. The leading block is therefore an orthogonal-coordinate representation of the compression of to this space. Sincewe havefor every relevant , rather than . Hence the requested Hausdorff convergence does not hold.
For completeness, the intended statement becomes true if one addsLet consist of the first two columns of . The Accumulated QR factorization identity givesAfter division by , every component along
tends to zero because of the strict spectral gap, while makes the two surviving dominant components independent. Therefore these two-dimensional subspaces converge to the dominant invariant subspaceThere are two-by-two orthogonal matrices such thatBecauseup to the harmless index convention at , we obtainin the matrix 2-norm. Orthogonal similarity preserves the spectrum, and the stated spectral perturbation bound now gives
tends to zero because of the strict spectral gap, while makes the two surviving dominant components independent. Therefore these two-dimensional subspaces converge to the dominant invariant subspaceThere are two-by-two orthogonal matrices such thatBecauseup to the harmless index convention at , we obtainin the matrix 2-norm. Orthogonal similarity preserves the spectrum, and the stated spectral perturbation bound now gives
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 41E a Solution Created 2026-09-24 Updated 2026-09-25
Each QR decomposition givesInduction therefore yields the first Accumulated QR factorization identity:
We next prove the corresponding factorization of a matrix power. The case is just . Ifthen the similarity formula above impliesConsequently,The product is orthogonal, and the product is upper triangular. Henceis a QR decomposition.
Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 40A c Solution Created 2026-09-24 Updated 2026-09-25
At larger frequencies the denominatorcan vanish. Its zeros satisfyand are the normal-mode frequencies for a pressure node at the outer sphere and zero radial velocity at the inner sphere. Near one of these radial acoustic resonances, the ideal undamped harmonic response becomes very large; exactly at resonance the linear lossless initial-value problem develops secular growth rather than a bounded periodic solution.
In a physical system, fluid viscosity, thermal losses, acoustic radiation, and damping in the elastic shell keep the amplitude finite and shift its phase. A nonzero pressure-velocity phase component then supplies positive mean power. At sufficiently large amplitude the linear acoustic approximation can also fail, leading to nonlinear frequency shifts or shock formation.
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