Entropic optimal transport need not select a zero-temperature limit
Abstract
We construct a compact metric space with an atomless probability measure and a bounded Lipschitz cost for which the entropic optimal-transport minimisers have no zero-temperature weak limit. More precisely, does not converge as . In the example, every unregularised minimiser is singular with respect to , so that the entropy on the optimal face is identically . We describe the cluster set by where is the mixture of the two zero-cost graph couplings with weight , and where is a non-degenerate compact interval. We then compute two explicit points in this interval. This shows that compactness, atomlessness, and Lipschitz regularity of the cost do not imply zero-temperature convergence. We also present a compactness theorem for the general problem. If is continuous and bounded from below on Polish spaces, then the zero-temperature cluster set is a nonempty weakly compact connected subset of the optimal face. In the proof, we apply the cluster-point theorem of Bernton, Ghosal, and Nutz and the continuity of . Finally, we give local and exterior first-order criteria for full convergence and cluster membership. We show that nonconvergence is possible, but only through a connected continuum of optimal plans.
Cite
@article{arxiv.2607.16881,
title = {Entropic optimal transport need not select a zero-temperature limit},
author = {Maja Gwozdz},
journal= {arXiv preprint arXiv:2607.16881},
year = {2026}
}