Write . The assumed equality of the Monge optimal transport problem and Kantorovich optimal transport problem values gives
Each interpolated pushforward measure has a finite th absolute moment, since and .
For any , the common-source transport plan
provides the upper bound
For the reverse bound assume . Since and , the triangle inequality for the p-Wasserstein distance and the upper bounds already established give
Hence . Combining the bounds and using symmetry proves
This is the constant speed property of displacement interpolation. The given invertibility of also lets one realize the competitor as the map , assuming its inverse is measurable, but the transport plan argument proves the result without invertibility.