Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 18D c Solution Created 2026-09-24 Updated 2026-10-14
Write with . Normalization of the Gaussian wave packet gives , hence . The supplied Gaussian integral ratio then givesThe momentum operator obeys , and direct second differentiation gives . Taking the expectation value and substituting the first result givessince . These are the second moments of a complex Gaussian wave packet.
For the solution in part (b), the trigonometric identitygives, writing ,Thus normalizability requires , and the exact expectation values areSince ,Their difference is the constant , so the mean energy stays constant despite exponential spreading in both observables.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 18D b Solution Created 2026-09-24 Updated 2026-10-14
Set with real constant . ThenThus solves the Riccati equation wherever it is finite. Integrating the amplitude equation also giveswith the square root chosen continuously from . For the normalizable solutions used in part (c), ; equivalently one can choose modulo . The unrestricted real parameter solves the differential equation locally, but not every value defines a normalizable wavefunction.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 18D a Solution Created 2026-09-24 Updated 2026-10-14
For the proposed Gaussian wave packet, differentiation givesInserting these in the Time-dependent Schrödinger equation with Hamiltonian , its right-hand side becomesEquating the constant and quadratic coefficients with yieldsConversely these two equations make the substitution an identity, so they are sufficient for the Gaussian evolution in an inverted harmonic oscillator.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 17F iv Solution Created 2026-09-24 Updated 2026-10-14
Proceed by induction on . The zero-dimensional case has the empty orthonormal basis. In positive dimension, the fundamental theorem of algebra gives a root of the characteristic polynomial, hence a unit eigenvector of , say with eigenvalue . Part (ii) makes it an eigenvector of as well. Thus the line spanned by and its orthogonal complement are invariant under both operators by the introductory adjoint argument.
On , the restriction of is the adjoint of the restriction of , and the restrictions still commute. The restricted linear operator is therefore normal. By induction it has an orthonormal basis of eigenvectors. Adjoining proves an orthonormal eigenbasis exists for , establishing the finite-dimensional spectral theorem by construction.
For the final deduction, use this orthonormal basis and write . DefineThe real nonnegative diagonal entries make a Hermitian operator, and the modulus-one diagonal entries make a unitary operator. Both are diagonal in the same orthonormal basis, so they commute and even when . This proves the required factorization without assuming invertibility.
Conversely, if with , , and , then andThus is normal. Normality is equivalent to a commuting Hermitian–unitary factorization, with the Hermitian factor even selectable nonnegative. This is the polar decomposition with a unitary extension on the kernel.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 17F iii Solution Created 2026-09-24 Updated 2026-10-14
Part (ii) shows that for every , so is invariant under . Apply the adjoint criterion for an invariant orthogonal complement with in place of , using . It follows thatThe same argument interchanging and shows that is invariant under both operators, a fact needed for the induction in part (iv).
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 17F ii Solution Created 2026-09-24 Updated 2026-10-14
For any complex , the shifted linear operator is normal: expansion of leaves just . Apply part (i) to this shifted normal operator:Hence a nonzero vector is an eigenvector of with eigenvalue if and only if it is an eigenvector of with eigenvalue . The eigenspaces coincide, with conjugate eigenvalues.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 17F i Solution Created 2026-09-24 Updated 2026-10-14
A normal operator satisfies . Moving an operator across the inner product givesOne of these norms is zero exactly when the other is zero. Therefore
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 16B c Solution Created 2026-09-24 Updated 2026-10-14
Integrate along the interval closed by the positively oriented upper semicircle, with . There is just one enclosed pole, at , of order . There,Differentiating times givesBy part (b),On the semicircle , so its integral has absolute value at most , tending to zero. The real integral converges absolutely, so the residue theorem and the limit give
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 16B b Solution Created 2026-09-24 Updated 2026-10-14
If the pole has order , multiplying the Laurent series by gives a function with a holomorphic extension across :Its coefficient of is exactly . The Taylor series coefficient formula gives . Continuity of this derivative at therefore proves
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 16B a Solution Created 2026-09-24 Updated 2026-10-14
The residue is the coefficient of in the Laurent series:Equivalently it is for a positively oriented circle small enough to enclose no other singularities.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 15G d Solution Created 2026-09-24 Updated 2026-10-14
The definition gives . The matrix is invertible and diagonalizable. In the same basis is , which commutes with because does. Conjugating back givesThis is the multiplicative Jordan decomposition in an affine algebraic group, here applied to the general linear group. The explicit construction also handles repeated eigenvalues and nontrivial Jordan blocks.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 15G c Solution Created 2026-09-24 Updated 2026-10-14
For , conjugating givesBecause commutes with , and ,Thus is similar to a nilpotent matrix, and is itself nilpotent. Therefore is a unipotent matrix.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 15G b Solution Created 2026-09-24 Updated 2026-10-14
Choose an invertible change-of-basis matrix so that is the Jordan normal form of . Write each block aswhere has ones on its first superdiagonal and all other entries zero. DefineEvery because is invertible, so is an invertible diagonal matrix. The matrix is strictly upper triangular and hence nilpotent. On each block is a scalar multiple of the identity, so it commutes with on that block and therefore on the whole space. This gives
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 15G a Solution Created 2026-09-24 Updated 2026-10-14
If is a unipotent matrix, is a nilpotent matrix. If for a nonzero eigenvector, then for some , forcing .
Conversely, suppose the only eigenvalue is . Over , the characteristic polynomial is then . The Cayley-Hamilton theorem gives , so is nilpotent. Thus is unipotent if and only if its only eigenvalue is one.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 14B d Solution Created 2026-09-24 Updated 2026-10-14
Continue with from part (c). Comparing omission of and givesComparing omission of and gives . Eliminating provesHere and , so this is exactly the required omitted-node identities for divided differences. The original nodes need not be ordered, and the formula remains valid even if lies outside .
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 14B c Solution Created 2026-09-24 Updated 2026-10-14
Write and let be the divided difference with omitted. By symmetry from part (a), reorder the full list so that its first node is and its last is . The recurrence from part (b) then has first omitted-node term and second omitted-node term , and givesThis proves the requested identity for every pair and fixes its sign explicitly; it is one of the omitted-node identities for divided differences.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 14B b Solution Created 2026-09-24 Updated 2026-10-14
For , let be the interpolation polynomials of degree at most on nodes and , respectively. The polynomialhas degree at most . At it equals ; at it equals . At each common node both interpolants equal , and the displayed weights sum to one, so also equals there. Thus it is the full interpolant by uniqueness.
Its coefficient of is the difference of the leading coefficients of divided by . By the definition of a divided difference,
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 14B a Solution Created 2026-09-24 Updated 2026-10-14
For distinct interpolation nodes , let be the unique polynomial of degree at most satisfying . Existence follows from the Lagrange polynomial expressionuniqueness follows because the difference of two interpolants has distinct zeros but degree at most .
Define the divided difference to be the coefficient of in , even when that coefficient is zero. For this gives . Permuting the nodes does not change the interpolation conditions, so it does not change their unique interpolant or this coefficient. The divided difference is symmetric in all the nodes. Equivalently its symmetric expression is
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 13G c Solution Created 2026-09-24 Updated 2026-10-14
For every , the nonempty order intervalis open in the lexicographic order topology on the real plane. The sets are pairwise disjoint.
Suppose were a countable basis of a topology. For each , the basis of a topology property gives a member containing and contained in . Let be the least index of such a member. The same nonempty cannot lie in two disjoint , so is an injection from the uncountable set into , a contradiction. This topology is not second countable.
Past exam of the mathematics course of the University of Cambridge 2002 ib Paper 2 13G b Solution Created 2026-09-24 Updated 2026-10-14
The lexicographic order is a total order. Each point lies in the order interval between and , so the order intervals cover .
If lies in both and , let and in that total order. Then andIn particular an order interval contains and is contained in the intersection. Both conditions of part (a) hold, proving that these intervals form a basis of a topology. The resulting topology is the lexicographic order topology on the real plane.
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