Rigidity of Kantorovich solutions in discrete Optimal Transport
Abstract
We study optimal transport plans from equally weighted points (with weights ) to equally weighted points (with weights ). The Birkhoff-von Neumann Theorem implies that if , then the optimal transport plan can be realized by a bijective map: the mass from each is sent to a unique . This is impossible when , however, a certain degree of rigidity prevails. We prove, assuming w.l.o.g. , that for generic transport costs the optimal transport plan sends mass from each source to . Moreover, the average target receives mass from sources. Stronger results might be true: in experiments, one observes that each source tends to distribute its mass over roughly different targets where appears to be rather small.
Keywords
Cite
@article{arxiv.2311.18764,
title = {Rigidity of Kantorovich solutions in discrete Optimal Transport},
author = {Alexander Bruce Johnson and Stefan Steinerberger},
journal= {arXiv preprint arXiv:2311.18764},
year = {2023}
}
Comments
We discovered that the result is implied by a known fact (details on page 1). This manuscript is not submitted anywhere