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1G (Groups, Rings and Modules)

Words: 140 Articles: 1

Solution

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Let act by left multiplication on the set of left cosets. This gives a group action homomorphism
Its kernel
is a normal subgroup of , and the first isomorphism theorem gives . By Lagrange's theorem, divides . The image acts transitively on the cosets, so the orbit-stabilizer theorem shows that divides ; in particular,
Now suppose is nonabelian and simple. Since is proper, the coset action is nontrivial, so . Simplicity gives , and embeds into . Composing with the sign homomorphism gives
Its kernel is normal. A nontrivial map would embed the simple group into the abelian group of order two, which is impossible because is nonabelian. The sign is therefore always , so
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2E (Geometry)

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Solution

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For a geodesic triangle with interior angles , the local Gauss-Bonnet theorem is
because its geodesic sides have zero geodesic curvature.
Triangulate a closed oriented surface into geodesic triangles, with edges and vertices. Summing the local formula, the angles around each vertex total , so
Since every triangular face has three edges and every edge belongs to two faces, . Hence
which is the global Gauss-Bonnet theorem.
For the sphere , the unit normal is . Its shape operator is, up to the conventional sign, on each tangent plane. Both principal curvatures therefore have magnitude , and the Gaussian curvature is
An octant has one eighth of the sphere's area:
Thus . Its three great-circle sides meet at three right angles, so
The two sides of the local Gauss-Bonnet formula agree directly.
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3B (Complex Methods)

Words: 47 Articles: 1

Solution

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Computing the Laplacian gives
and
Thus Laplace's equation holds exactly when
For ,
so
One suitable analytic function is therefore
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4D (Variational Principles)

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Solution

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For
the Euler-Lagrange equation is
or
The general solution of this inhomogeneous linear differential equation is
The condition gives , and the condition at gives . Therefore
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5A (Methods)

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Solution

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The function has zero mean and its cosine coefficients vanish:
Its sine coefficients are
so
Away from the corners, . Differentiating the Fourier series shows that and . Also,
Consequently
and
Evaluating the series for at gives the Leibniz formula for pi,
Evaluating the continuous Fourier series for at gives
and hence
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6C (Quantum Mechanics)

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i

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Solution

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The states and are orthonormal energy eigenstates with hydrogenic energies
The Born rule therefore gives
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ii

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Solution

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At time the state is
Direct evaluation of the radial integral gives the matrix elements
and
It follows that
Thus oscillates sinusoidally about . Its angular frequency is
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7A (Fluid Dynamics)

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a

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Solution

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Writing , direct differentiation gives
so . Likewise,
so the two-dimensional vorticity vanishes. The flow is therefore incompressible and irrotational away from the origin.
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b

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Solution

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With the convention
a stream function is
up to an additive constant. Differentiation recovers both velocity components.
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c

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Solution

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For a velocity potential , one requires and . Integration gives
again up to an additive constant.
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8H (Markov Chains)

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a

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Solution

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States and communicate when each is accessible from the other: there exist with
This is an equivalence relation, and its equivalence classes are the communicating classes. A class is closed when no positive-probability transition leaves it.
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b

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Solution

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Reading the directed edges with positive transition probability, the communicating classes are
State can move to or , and state can move to or , so their singleton classes are not closed. Every transition from or remains within , so
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c

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Solution

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Let . Then , and first-step analysis on the closed class gives
Solving these linear equations gives
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9E (Linear Algebra)

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a

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i

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Solution
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The rank-nullity theorem says that for a linear map with finite-dimensional domain,
The direct sum consists of pairs with componentwise vector-space operations. The canonical inclusions are
For subspaces , define
This is surjective, and
The First isomorphism theorem for vector spaces therefore gives
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ii

Words: 39 Articles: 1
Solution
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Row reduction of the matrices whose columns are the displayed spanning vectors gives
Row-reducing the matrix formed from all six columns gives
The dimension formula for a sum of subspaces now yields
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b

Words: 112 Articles: 1

Solution

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Expand by multilinearity of the determinant in its columns. The coefficient of is a sum of determinants obtained by choosing columns from and the remaining columns from . Since the columns of span a space of dimension , every choice of more than columns from is linearly dependent. All coefficients of for therefore vanish, so
If , then is invertible and the coefficient of is . Hence the degree is exactly .
For a zero-polynomial example with , take
Then , while for every .
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10G (Groups, Rings and Modules)

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i

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Solution

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Assume that is a prime element. If , then divides , so divides or . If , write ; cancellation in the integral domain gives , so is a unit. The other case is symmetric. Hence every prime element is irreducible.
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ii

Words: 58 Articles: 1

Solution

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Suppose is irreducible and
Then for some . Irreducibility says that either is a unit, in which case , or is a unit, in which case . Thus no proper ideal lies strictly between and , so
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iii

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Solution

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For any commutative ring with identity, the maximal ideal quotient criterion states that an ideal is maximal exactly when is a field. Applying it to proves
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iv

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Solution

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Every field is an integral domain, so if is a field then it is an integral domain.
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v

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Solution

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By the prime ideal quotient criterion,
For a principal ideal, this is precisely the assertion that is a prime element. This closes the cycle and proves that (i)--(v) are equivalent.
Now let be a surjective ring homomorphism, where is a principal ideal domain and is an integral domain. Write
If , the first isomorphism theorem for rings makes an isomorphism. Otherwise
is an integral domain, so the equivalences just proved show that is maximal and is a field.
Next suppose that the polynomial ring is a principal ideal domain. It follows first that is an integral domain. For nonzero , the ideal
is principal. Since divides the nonzero constant , it is constant; since it also divides , that constant divides the coefficient , so is a unit. Therefore , and there are polynomials such that
Setting gives , so every nonzero is a unit. Hence
Finally, let be an integral domain in which every two nonzero elements have a greatest common divisor. If an irreducible divides , then is either a unit or an associate of . In the second case . In the first case, the Euclid lemma in a greatest-common-divisor domain gives . Thus every irreducible element of is prime.
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11F (Analysis and Topology)

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Solution

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A topological space is connected when it is not the union of two disjoint nonempty open subsets. It is path-connected when every two points can be joined by a path, meaning a continuous map with and .
To prove that is connected, suppose it had a separation with . Let
Whichever of or contains , its relative openness supplies an interval about that contradicts either the definition of the supremum or the fact that all points immediately below lie in . Thus no separation exists.
If is path-connected and were a separation, choose and . A path from to would make the union of the disjoint nonempty open sets and , contradicting the connectedness just proved. Hence
Now let be open. Every point lies in an open ball contained in , and an open ball is path-connected by straight line segments. It follows that every path component of is open. If there were more than one path component, one component and the union of all the others would separate . Consequently a connected open subset of Euclidean space is path-connected. The converse follows from the preceding implication.
The same argument answers the locally Euclidean question affirmatively. Every point has a neighbourhood homeomorphic to an open subset of , hence a path-connected open neighbourhood after restricting to a sufficiently small ball. Thus is locally path-connected, its path components are open, and connectedness forces there to be only one.
For the final example, put
The set is path-connected: each vertical segment meets the horizontal segment . The segment is also path-connected and lies in the closure of , because for every . A connected set together with a connected subset of its closure is connected, so
It is not path-connected. The image of the first coordinate of any path in lies in
but, while the path has positive height, its first coordinate lies in the totally disconnected set . A path beginning on cannot leave before reaching height zero, and contains no point with . Hence no path joins to , and
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12E (Geometry)

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Solution

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For a smooth curve on a Riemannian surface, its energy of a curve is
Choose a local parameterization and write . With coefficients of the first fundamental form
the Lagrangian is
The Euler-Lagrange equations are equivalently
After multiplying by the inverse metric these become the geodesic equation
where the Christoffel symbols are determined by .
If a straight line segment lies in the surface, parameterize it by
Then , so its acceleration has zero tangential component. The two displayed equations hold directly, and the segment is a geodesic.
For the one-sheeted hyperboloid
put
Two distinct ruling lines through are
Indeed, the direction satisfies
so substitution shows that every point of the line lies in . These are geodesics by the straight-line argument.
A third geodesic is the meridian through . Choose with ; then
Its acceleration is , which is normal to , so it is a geodesic. If , these give the required three distinct subsets.
If , there is also the equatorial circle. Writing ,
Its acceleration is normal to along , so it is a fourth geodesic distinct from the meridian and the two rulings.
Finally, write . Clairaut's relation gives the conserved quantity
Choose initial data in with
Since , every point of the resulting geodesic satisfies , and therefore
Continuity keeps the geodesic in the component , and the stated completeness assumption defines it for every real time. The continuum of choices of supplies infinitely many such geodesics.
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13G (Complex Analysis)

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Solution

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Fix and let
For and , the geometric series gives
The series converges uniformly on every smaller closed disc, so it may be integrated term by term along the curve. Hence
which is a power series about .
If is holomorphic on a neighbourhood of the closed disc , the Cauchy integral formula says
Differentiation under the integral is valid uniformly on smaller discs and gives the Cauchy derivative formula
This proves inductively that every holomorphic function has complex derivatives of every order. In particular,
Now suppose locally uniformly on . Given a compact set , choose finitely many closed discs whose slightly larger concentric discs remain in and whose interiors cover . Applying the derivative formula to on the larger boundary circles gives a uniform Cauchy estimate
where is the compact union of those circles. The right-hand side tends to zero, proving that
Finally, choose open neighbourhoods of the closed discs so small that
lies in the given neighbourhood on which is holomorphic. Inside that neighbourhood choose a positively oriented piecewise smooth contour surrounding . It may be chosen as the boundary of a slightly enlarged lens and split into arcs
so that stays away from and stays away from . Define
and
Because each arc avoids the corresponding disc, these formulas define holomorphic functions on possibly smaller neighbourhoods . On their overlap, the Cauchy integral formula for the full contour gives
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14A (Methods)

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a

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Solution

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Let . Differentiating Legendre's differential equation times and using the Leibniz rule gives
The induction step follows by differentiating this equation once: the derivative of the coefficient contributes the additional term . Thus
For fixed , this is negative for every sufficiently large .
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b

Words: 67 Articles: 1

Solution

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Multiplication by puts the equation in self-adjoint form:
Multiply by and integrate over . Regularity and the vanishing factor at both endpoints remove the boundary term in integration by parts, leaving
If is not identically zero, the integral on the right without is positive, whereas the left side is nonnegative. Therefore
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c

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Solution

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Part (a) makes for all sufficiently large , while part (b) would make whenever were nonzero. Hence some derivative of vanishes identically, so is a polynomial.
Let its degree be . Then is a nonzero constant. Substituting into the differentiated equation annihilates both derivative terms and gives
Thus , and
The nonzero regular solutions are therefore constant multiples of the Legendre polynomial of degree .
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15D (Electromagnetism)

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a

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Solution

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In a region with no current, the Ampère-Maxwell equation and Faraday's law are
Therefore
where the last line uses the divergence and curl of a cross product. Thus Poynting's theorem takes the form
The vector is the Poynting vector.
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b

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Solution

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The inverse Lorentz transformation of electromagnetic fields, from the primed rest frame to the unprimed frame, gives
and
Equivalently, for .
Using and ,
The primed field is static, so depends on through
and has no explicit dependence. The chain rule gives
Consequently
Thus the field-energy profile is transported rigidly with velocity .
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16A (Fluid Dynamics)

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a

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Solution

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For the parallel flow with no pressure gradient, the Navier-Stokes equations reduce to the diffusion equation
Substitution of
gives
The boundary velocities require and . The problem is antisymmetric under , so is odd. With
the unique odd solution is
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b

Words: 61 Articles: 1

Solution

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Using
in the quotient from part (a), multiplying numerator and denominator by the complex conjugate of the denominator, and taking the real part after multiplication by gives
where
The denominator follows from
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c

Words: 51 Articles: 1

Solution

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When , the small-argument expansion gives
Therefore
The viscous diffusion time is then short compared with the oscillation period. Viscosity communicates the wall motion across the entire layer almost instantaneously, producing the linear profile of quasi-steady Couette flow.
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17B (Numerical Analysis)

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a

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Solution

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By the Leibniz rule,
After multiplication by , the term is , and every other term has lower degree. Thus is a monic polynomial of degree . Direct calculation gives
These are the monic normalization of the generalized Laguerre polynomials with parameter .
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b

Words: 73 Articles: 1

Solution

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Suppose . The Rodrigues formula and integrations by parts give
because . Every boundary term vanishes: the exponential controls infinity, while the remaining power of has positive exponent at zero. Symmetry of the inner product gives orthogonality whenever .
For the norm, monicity gives , so the same calculation yields
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c

Words: 64 Articles: 1

Solution

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For monic orthogonal polynomials, taking the inner product of the recurrence with gives
Using part (b) and the Gamma function recurrence,
The Rodrigues expansion also shows that the coefficient of in is
Comparing the coefficients of in
therefore gives
and hence
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18H (Statistics)

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i

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Solution

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For the normal linear model, the maximum-likelihood estimators are
and
The divisor is for maximum likelihood, rather than the degrees-of-freedom divisor used by the unbiased residual-variance estimator.
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ii

Words: 60 Articles: 1

Solution

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Let
be the hat matrix. Then
depends only on the orthogonal projection , while
depends only on the orthogonal residual projection .
The random vectors and are jointly multivariate normal, and their cross-covariance is
Uncorrelated jointly Gaussian vectors are independent. Therefore
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iii

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Solution

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Since is an affine transformation of ,
The residual projection has rank . Cochran's theorem therefore gives
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iv

Words: 50 Articles: 1

Solution

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Under , write the singular value decomposition
Then
The coordinates of are independent standard normal variables. Hence
independently. By parts (ii) and (iii),
is independent of all the . Consequently
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v

Words: 39 Articles: 1

Solution

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For arbitrary ,
Independence from part (ii) and give
Because ,
Thus
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19H (Optimisation)

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Solution

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An matrix game with payoff matrix is a two-player zero-sum game: player I chooses a row and receives , while player II chooses a column and loses the same amount. For mixed strategies and , the expected payoff to player I is
Player I's optimal mixed strategy maximizes the payoff guaranteed against every , while player II's minimizes the largest payoff obtainable by any . Thus
by the minimax theorem. Equivalently, optimal strategies satisfy
Here , so this is an antisymmetric zero-sum game. For every probability vector ,
It follows that the row player's guaranteed payoff cannot exceed zero and the column player's worst loss cannot be below zero. Minimax therefore gives
If is optimal for player I, then
Transposing and using gives
which is precisely the optimality condition for player II. Thus every optimal strategy for player I is also optimal for player II.
The condition explicitly reads
The probability vector
satisfies
so it is optimal for both players.
To prove uniqueness, let be any optimal strategy. Since is optimal for player II and is optimal for player I,
and hence . Writing , the first, second, and fourth inequalities in give
Consequently
so equality holds throughout: and . The normalization yields . Therefore the displayed is the unique optimal strategy.
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