Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 2F ii Solution Created 2026-09-24 Updated 2026-10-14
A cubic over a field is reducible exactly when it has a root in that field: a nontrivial factorization must contain a degree-one factor. By the rational root theorem, a rational root of this monic integer polynomial must be an integer dividing its constant coefficient, hence either or . Substitution gives and , respectively. Neither is zero. Thus the cubic is irreducible over .
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 2F i Solution Created 2026-09-24 Updated 2026-10-14
Use the Eisenstein criterion with prime . The leading coefficient is one; every lower coefficient, including the zero coefficients, is divisible by ; and the constant coefficient is not divisible by . The polynomial is monic and hence primitive. Therefore it is irreducible over .
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 19H ii Solution Created 2026-09-24 Updated 2026-10-14
This relative absolute-error loss weights each parameter by . Its posterior expected loss isThe effective density for the Bayes estimator under weighted absolute loss is proportional to , hence an exponential distribution of rate . Its median solves .
More explicitly, for , differentiating the split integrals at gives and . For , the loss has derivative , so its minimum cannot lie there. The unique global minimum is thereforeThis is the weighted posterior median; the ordinary median of the Gamma posterior would minimize unweighted absolute loss and would give a different answer.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 19H i Solution Created 2026-09-24 Updated 2026-10-14
Under squared-error loss, the posterior expected loss decomposes asIt is uniquely minimized by the posterior mean. Integrating the Gamma posterior gives . Hence the Bayes estimator is
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 15A ii Solution Created 2026-09-24 Updated 2026-10-14
Take the Fourier transform in of the Laplace equation. Writing for the transformed solution gives . Its boundary values givewith the multiplier at understood as . The particular data simplify this to for , and zero outside. Thus, with , the Fourier solution of the strip Dirichlet problem isThe displayed closed expression applies in the open strip. The integral defines its continuous boundary values, including the removable point . It gives and . Differentiation under this finite integral verifies directly, since each integrand has opposite second derivatives in and .
The boundary conditions alone do not specify a unique solution without a growth restriction: adding preserves both boundary values and harmonicity. The constructed solution is bounded, and it is unique among bounded solutions continuous on the closed strip. To see this, apply the maximum principle for harmonic functions to a bounded real or imaginary component of the difference. For , the positive harmonic function has a positive minimum factor in . For any , the functions are nonpositive on the horizontal sides of a sufficiently wide rectangle and on its vertical sides, because is bounded and grows there. The maximum principle gives at every fixed point. Letting proves uniqueness in this natural Fourier solution class.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 15A i Solution Created 2026-09-24 Updated 2026-10-14
With the Fourier transform convention of 5A, use the printed Fourier inversion formula directly. The possible choice of values at has no effect on the integral. Integration over the support givesCombining the two fractions yieldsIn particular is imaginary-valued and odd, as expected from the real odd transformed function with this inverse-transform sign.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 14E iii Solution Created 2026-09-24 Updated 2026-10-14
At the left-hand root is , and the derivative of the polynomial with respect to is . The holomorphic implicit function theorem states that if is holomorphic near , and , there is a unique holomorphic function near , with and . It therefore supplies an analytic root branch near zero. Differentiate its equation:It follows that andFor sufficiently small positive its imaginary part is . By the unique-root localization from the preceding part, this is the root in the left half-plane. Thus that root lies above the real axis for all sufficiently small positive .
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 14E ii Solution Created 2026-09-24 Updated 2026-10-14
On , the perturbation has modulus . Thus Rouché's theorem gives three roots inside , counted with multiplicity.
For the quadrant information, compare instead with , whose roots are , , . Their pairwise distances are . On the circle ,The three unit discs are disjoint, and Rouché localization of polynomial roots gives one root in each, counted with multiplicity. The disc around lies strictly in the first quadrant in its interior; that around lies in the fourth quadrant; and that around lies in . Consequently there is exactly one root in each of those two right-hand quadrants, and exactly one root in the left half-plane. The same count also shows that each root is simple.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 14E i Solution Created 2026-09-24 Updated 2026-10-14
The form of Rouché's theorem used here is as follows. Suppose and are holomorphic on a neighborhood of the closure of a bounded Jordan domain, and on its positively oriented boundary. Then and have the same number of zeros inside, counted with multiplicity.
To prove this form, put for . The strict inequality prevents from vanishing on the boundary. The argument principle counts its interior zeros by . This integral varies continuously with : the integrand is continuous and its denominator stays uniformly away from zero on the compact boundary times . Its values are integers, so the integral is constant. Its values at are the respective zero counts. This proves Rouché's theorem with the multiplicities and boundary hypotheses required below.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 12F v Solution Created 2026-09-24 Updated 2026-10-14
Use the usual convention that a ring homomorphism preserves the identity. Such a map from the quotient ring to fixes : it fixes integers, and preservation of inverses fixes rational numbers. It is therefore determined by the image of the class of . The defining relation forces . Conversely, evaluation at any such annihilates and hence factors through the quotient. Thus there are exactly three unital homomorphisms, namelyIf the convention permits nonunital ring homomorphisms, add the zero map. These are the only extra possibilities: the image of is an idempotent in , hence either zero or one, and image zero forces the whole map to vanish.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 12F iv Solution Created 2026-09-24 Updated 2026-10-14
In the quotient ring, the classes of and are nonzero: neither nonzero polynomial of degree less than three belongs to the ideal generated by . But their product is the zero class, sinceThe quotient thus contains zero divisors, so it is not an integral domain.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 12F iii Solution Created 2026-09-24 Updated 2026-10-14
The coefficient identityholds over every field. Both factors have positive degree, including in characteristics and , because their leading coefficients remain one. Therefore there is no field over which this polynomial is irreducible.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 12F ii Solution Created 2026-09-24 Updated 2026-10-14
Consider the ideal in . It is proper: evaluation at zero followed by reduction modulo maps the ring onto and has kernel . Suppose . Then divides the constant polynomial , so is a constant integer dividing . Up to sign, the only possibilities are and . The first would make the ideal the whole ring; the second cannot divide in . Both are impossible. This proves the integer polynomial ring is not a principal ideal domain result: is not a principal ideal domain.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 12F i Solution Created 2026-09-24 Updated 2026-10-14
In the polynomial ring , the ideal is nonzero and prime: the quotient ring is isomorphic to the integral domain , by evaluation at zero. It is not maximal, since that quotient is not a field. Equivalently . Thus is a nonzero prime ideal which is not maximal.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 11E iii Solution Created 2026-09-24 Updated 2026-10-14
Choose an orthonormal basis of eigenvectors of the positive-definite operator using the proved spectral theorem. Its eigenvalues are strictly positive, because . Define . It is a positive-definite Hermitian operator and , establishing existence of the positive square root of an operator.
For uniqueness, let be any positive-definite Hermitian square root. The identity implies , so preserves each eigenspace of . Its restriction to that space is Hermitian and positive-definite. Diagonalize that restriction by the same spectral theorem. Every resulting eigenvalue satisfies and , hence . Therefore acts as on the entire eigenspace, even when is repeated. These eigenspaces span the space, so the positive-definite Hermitian square root is unique, with eigenvalues .
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 11E ii Solution Created 2026-09-24 Updated 2026-10-14
The adjoint reverses products, so for the two Hermitian operatorsThus is Hermitian if and only if . No positivity hypothesis is needed for this equivalence.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 4 11E i Solution Created 2026-09-24 Updated 2026-10-14
For a Hermitian operator , every eigenvalue is real. Indeed, if with , self-adjointness gives . To prove the finite-dimensional spectral theorem, proceed by induction on the dimension. The fundamental theorem of algebra supplies a root of the characteristic polynomial, hence a unit eigenvector . Its orthogonal complement is invariant: for , . The restriction of to that complement is again Hermitian. Induction supplies an orthonormal basis of eigenvectors there; adjoining gives an orthonormal eigenbasis of the whole space. The zero-dimensional case is immediate. Consequently a Hermitian operator is diagonal in an orthonormal basis, with real diagonal entries.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 3 17E iii Solution Created 2026-09-24 Updated 2026-10-14
Near zero the summand supplies the pole and the remaining series is holomorphic, so with holomorphic near zero. Choose the local logarithm with . Writing gives and henceTherefore is a double pole, with leading coefficient . Its residue, if desired, is .
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 3 17E ii Solution Created 2026-09-24 Updated 2026-10-14
Fix and take a small disk about it that avoids zero and one. There is a holomorphic logarithm on this disk. The function cannot be an integer there: if it were an integer, exponentiation would give . Thus is holomorphic on the disk.
Where the prescribed principal logarithm and are both evaluated, they differ by for an integer . By the period-one identity, their compositions with coincide. This remains true on either side of the principal branch cut, and at a point on that cut one may instead choose the logarithm with argument between zero and . The local holomorphic expressions therefore agree with the stated pointwise definition and with each other. This is periodic holomorphic descent through the exponential map, provingThe principal logarithm itself is not analytic across its cut; periodicity of the outer function removes that obstruction.
Past exam of the mathematics course of the University of Cambridge 2004 ib Paper 3 17E i Solution Created 2026-09-24 Updated 2026-10-14
Let be compact and contained in . For , , hence uniformly on . The tail is therefore absolutely and uniformly convergent by the Weierstrass M-test. Its finitely many remaining summands are holomorphic on a neighborhood of .
The theorem that a locally uniform limit of holomorphic functions is holomorphic now proves that the sum is analytic on . Absolute convergence also permits a shift of the integer index:Thus the function has period one.
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