Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 324 4 b Solution 2026-09-25
The HHL algorithm requires coherent, efficient and repeatable preparation of the normalized state , normally through a known preparation circuit and its inverse; possession of a single unknown physical specimen does not supply that access. The component of on any discarded or unresolved small-eigenvalue subspace must also be negligible. Here is a unitary operator, so it is invertible and all its singular values equal one, giving condition number .
Standard HHL is stated for a Hermitian matrix with an efficient sparse-access or block encoding oracle. A non-Hermitian can be embedded in the Hermitian block matrixpart (a) supplies efficient access to . With inverse-polynomial target precision, phase bits, and an efficient preparation oracle for , the runtime is . The output is the normalized quantum state proportional to the solution , rather than a classical list of all its amplitudes.