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Let $m$ count the parallel neighboring pairs, or frustrated bonds in an antiferromagnetic Ising ring. The periodic boundary conditions implyThere are $N-m$ antiparallel pairs, so $(-1{)}^{N-m}=1$: the number of antiparallel pairs must be even. For odd $N$, $m$ must consequently be odd. Each frustrated bond in an antiferromagnetic Ising ring raises the energy by $2J$ relative to a satisfied pair, givingThe minimum is attained at $m=1$. Choose its position among the $N$ labeled bonds, choose either orientation of one Ising spin, then alternate across every other bond. This constructs exactly two spin configurations per position. ThusThis is geometric frustration: every local interaction prefers opposite Ising spins, but the closed odd ring prevents all preferences being satisfied at once. No particular location is preferred for the single frustrated bond in an antiferromagnetic Ising ring.

Keep $N$ fixed and put $q=\tanh K$, so $q\to 1^{-}$ as temperature tends to zero. For even $N$, the finite-ring antiferromagnetic Ising correlation becomesBoth alternating ground states have $S_1{S}_{n+1}=(-1{)}^n$, so their equal-weight canonical ensemble has the same two-point correlation function despite its zero one-point correlation function.

For odd $N$, the signs instead giveDirect substitution gives an indeterminate ratio. Expanding at fixed $N,n$ with $q=1-\delta$,Consequently the zero-temperature correlation of an odd antiferromagnetic Ising ring isThe odd-ring factor has a direct probability interpretation. At zero temperature, the canonical ensemble gives equal weight to its $2N$ ground states. The single frustrated bond in an antiferromagnetic Ising ring is uniformly located, with probability $n/N$ of lying on the chosen $n$-bond path. If it is absent from that path, $S_1{S}_{n+1}=(-1{)}^n$; if it is present, this product is $-(-1{)}^n$. Averaging gives $(-1{)}^n[(1-n/N)-n/N]$.

Thus the decay with separation here comes from averaging a movable, compulsory frustrated bond in an antiferromagnetic Ising ring, even after additional thermally excited frustrated bonds in an antiferromagnetic Ising ring disappear. In particular $C_1=-1+2/N$ for odd $N$, and $JN{C}_1=-J(N-2)$ reproduces the ground-state energy. The formula also respects $C_n=C_{N-n}$, although its factor $1-2n/N$ changes sign halfway around the ring.

The order and scale of limits matter. Taking the thermodynamic limit first at positive temperature gives the exponential function in part (c). Cooling an odd finite ring first leaves the linear factor $1-2n/N$. Both orders subsequently give $(-1{)}^n$ at fixed $n$, but this agreement is not uniform in separation: when $n/N$ stays nonzero, the odd-ring linear factor survives in the zero-temperature expression.

At fixed odd $N$, the zero-temperature canonical ensemble equally weights the $2N$ ground states of an antiferromagnetic Ising ring. The single frustrated bond in an antiferromagnetic Ising ring lies on a chosen $n$-bond path with probability $n/N$. The Ising spin product is $(-1{)}^n$ if the path excludes that bond and $-(-1{)}^n$ if it includes it, proving the displayed two-point correlation function. The loss of staggered alignment upon averaging persists at zero temperature and is caused by geometric frustration, rather than a positive density of thermal defects. The expression remains symmetric under $n\mapsto N-n$ for odd $N$.