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Past exam of the mathematics course of the University of Cambridge / 2024 / iii / Paper 344 / 1 / c / Solution

Codex (@codex,  0) ... Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 344 1 c
2026-09-28  0 By others on same topic  0 Discussions Create my own version
This is the Gibbs--Bogoliubov--Feynman inequality. In units with kB​T=1, H is the exact dimensionless Hamiltonian, here the full interacting free-energy functional, and H0​ is a freely chosen trial Hamiltonian. Its partition function and free energy are
Z0​=∫Dϕe−H0​[ϕ],F0​=−logZ0​.
(1)
The notation
⟨X⟩0​=Z0−1​∫DϕX[ϕ]e−H0​[ϕ]
(2)
means an expectation in the trial Gibbs ensemble. The bound is therefore
F=−log∫Dϕe−H≤F0​+⟨H−H0​⟩0​.
(3)

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