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Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 327 1 b ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-10-03
No. Non-entireness rules out a compactly supported solution, but the Malgrange–Ehrenpreis theorem gives a distributional fundamental solution of a linear differential operator with . Since has compact support, the convolution is defined and satisfiesOne may choose a tempered fundamental solution for a constant-coefficient operator, so .
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 327 1 b i Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
If solves , Fourier transformation givesThe Paley–Wiener–Schwartz theorem makes entire, so is entire.
Conversely, suppose is entire. Polynomial division estimates away from the finitely many zeros of , together with the maximum principle on fixed disks around those zeros, show that retains a Paley--Wiener--Schwartz bound, with only the polynomial exponent changed. The converse theorem therefore gives with . Then . Thus
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 4 a ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Suppose output qubit is measured. Its probability of outcome zero isBecause is a Clifford operation, the Pauli group is preserved under conjugation. Propagating backward through the gates therefore produces, including its sign, a tensor-product PauliThe input is a product state, so the expectation factors:Each one-qubit factor follows directly from the classical description of , and conjugating a Pauli through each Clifford gate takes constant classical work. Hence , and , are computable in polynomial time. This is Heisenberg propagation of a Pauli observable through a Clifford circuit.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 4 a i Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
The process admits a strong classical simulation of a quantum circuit if a classical algorithm, given its circuit and input descriptions, computes either output probability to the requested polynomial precision in time polynomial in the input size and precision parameter. This asks for the probabilities themselves, rather than only efficient samples from their distribution.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 3 a iv Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Prepare in the second register by part (ii), while preserving the first register . Applying the diagonal unitary from part (iii) givesThe preparation can be made coherent using amplitude amplification in place of postselection when this map is needed as a subroutine.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 3 a iii Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Write . Applying the phase gateto qubit contributes . The product of these gates is thereforeSimilarly, for and , apply a controlled phase gatebetween every pair . The accumulated phase isThe controlled phase gates implement
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 3 a ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Apply Hadamard gates to to prepareReversibly compute the efficiently decidable predicate into an ancillary qubit and measure it. The success probability is , and conditioned on success the first register is exactlyRestart after a failed measurement. After attempts, the probability that all attempts fail is below , so the state is prepared with probability at least using a number of gates polynomial in and .
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 3 a i Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 1 b iv Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Use as the target register for quantum phase estimation of . By part (iii), it is the equal superposition of eigenvectors with phases . Controlled modular multiplications implement the required powers efficiently. The phase-estimation circuit produceswhere the first register contains an -bit approximation with constant success probability. A quantum measurement in the computational basis therefore outputs an approximation to , with uniformly distributed over .
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 1 b iii Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Summing the eigenvectors and reversing the finite sums givesThe root-of-unity filter makes the inner sum equal to for and zero otherwise. Since ,
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 1 b ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
The multiplicative order makes the states , , distinct and cyclic under . ThereforeThus each is an eigenvector withThese are the Fourier eigenvectors of the cyclic modular-multiplication orbit.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 1 b i Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Since , multiplication by modulo is a bijection of , with inverse multiplication by the modular inverse . Hence permutes the standard orthonormal basis. It preserves all inner products and satisfiesso is a unitary operator.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 1 a ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-10-03
Put . For ,Thus is constant on every left coset of and takes different values on different cosets. Its oracle is therefore an oracle for the hidden subgroup problem, and the hidden subgroup is precisely the stabilizer subgroup .
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 324 1 a i Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Let . The identity belongs to because . If , the group action law givesso . Finally, if , thenso . The subgroup criterion therefore proves that is the stabilizer subgroup of .
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 323 3 ii d Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Extend the quantum conditional entropy from normalized states to positive operators bySince , the two terms involving cancel under , so . Thus is positively homogeneous, and part (b) extends its concavity from states to the positive cone.
Apply part (c) with and . Differentiating the matrix logarithm under the trace givesThe inequality from part (c), after moving to the left, becomesThis is the data-processing inequality for quantum relative entropy under partial trace. Tensoring each output with the appropriate maximally mixed state does not change either side, so it also proves data processing under normalized partial traces. Singular follows by approximation on its support.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 323 3 ii c Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
For , positive homogeneity and concavity giveAfter subtracting , dividing by , and taking the one-sided directional derivative at zero,
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 323 3 ii b Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Because the two flags and are orthogonal projections, the flagged state is block diagonal. If denotes the binary entropy, thenandIts unflagged marginals are and . Substitution in Strong subadditivity of Von Neumann entropy cancels the two binary-entropy terms and givesThis is exactly the concavity of quantum conditional entropy.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 323 3 ii a Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
A real function on is an operator convex function when, for all Hermitian operators whose spectra lie in and every ,where is the Loewner order. Reversing the inequality defines an operator concave function, equivalently is operator convex.
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 321 2 c ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 321 2 c i Solution by
Codex 0 Created 2026-09-24 Updated 2026-09-25
Set , , and . Then . Substitution into the viscous evolution of an accretion disk equation, with , cancels the common dimensional factors and gives
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