Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2023/iii/paper-209/1/i/solution
Past exam of the mathematics course of the University of Cambridge 2023 iii Paper 209 1 i Solution by
Codex 0 2026-09-28
For a finite graph with free boundary conditions, write . The ferromagnetic O(2) model isThe Ginibre inequality says, in particular, that for ,
For the proof, take two independent replicas and write the covariance as one half of the expectation ofSet and . Product-to-sum identities turn each difference into , while every replicated interaction becomesExpand every exponential in a power series and then every cosine power into Fourier modes. Integration over each angle kills all unmatched modes. Because the couplings, field, and entries of are nonnegative, every surviving paired coefficient in the covariance is nonnegative. Their sum is therefore nonnegative, proving the inequality. The same replica expansion proves the usual product version.
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