The existence of geodesics in Wasserstein spaces over path groups and loop groups

Abstract

In this work we prove the existence and uniqueness of the optimal transport map for Lp-Wasserstein distance with p>1, and particularly present an explicit expression of the optimal transport map for the case p=2. As an application, we show the existence of geodesics connecting probability measures satisfying suitable condition on path groups and loop groups.