Put . Factoring out the ground state Boltzmann factor from the exact canonical partition function givesAt fixed finite , the binomial theorem givesTaking the logarithm yields the finite-ring low-temperature expansion of the Helmholtz free energy,The constant term is the ground state energy. The term is the contribution of the ground state degeneracy factor. The first thermal correction follows directly by retaining the first excited state manifold:Each pair of domain walls costs , explaining the absence of an term. For , every configuration has an even number of domain walls, so the displayed remainder improves to .
This is an expansion for fixed , not a uniform thermodynamic limit. In particular, the small correction requires , with higher terms also controlled as at fixed . Taking first instead selects and givesIts leading correction is of order . The finite-ring pair constraint and the extensive population of domain walls in an arbitrarily long chain explain the different ordering of these two limits.
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