Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2023/iii/paper-216/3/e/solution

Part c gives the integral representation
The integrand vanishes on the diagonal . Thus the assumed off-diagonal Peskun ordering implies
for every .
On the mean-zero subspace, the variational characterization of the spectral gap of a positive reversible kernel is
It follows immediately that
Equivalently, the energy inequality says in the Löwner order on . Positivity permits the operator monotonicity of the square root and hence ; the spectral representations in the question identify the top spectral values and give the same gap inequality.

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