W -entropy and Langevin deformation on Wasserstein space over Riemannian manifolds

Probability Theory and Related Fields(2024)

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摘要
We prove the Perelman type W -entropy formula for the geodesic flow on the L^2 -Wasserstein space over a complete Riemannian manifold equipped with Otto’s infinite dimensional Riemannian metric. To better understand the similarity between the W -entropy formula for the geodesic flow on the Wasserstein space and the W -entropy formula for the heat flow of the Witten Laplacian on the underlying manifold, we introduce the Langevin deformation of flows on the Wasserstein space over a Riemannian manifold, which interpolates the gradient flow and the geodesic flow on the Wasserstein space over a Riemannian manifold, and can be regarded as the potential flow of the compressible Euler equation with damping on a Riemannian manifold. We prove the existence, uniqueness and regularity of the Langevin deformation on the Wasserstein space over the Euclidean space and a compact Riemannian manifold, and prove the convergence of the Langevin deformation for c→ 0 and c→∞ respectively. Moreover, we prove the W -entropy-information formula along the Langevin deformation on the Wasserstein space on Riemannian manifolds. The rigidity theorems are proved for the W -entropy for the geodesic flow and the Langevin deformation on the Wasserstein space over complete Riemannian manifolds with the CD(0, m )-condition. Our results are new even in the case of Euclidean spaces and complete Riemannian manifolds with non-negative Ricci curvature.
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关键词
Langevin deformation of flows,Ricci curvature,Wasserstein space,W-entropy
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