Evolution variational inequalities with general costs

We extend the theory of gradient flows beyond metric spaces by studying evolution variational inequalities (EVIs) driven by general cost functions $c$, including Bregman and entropic transport divergences. We establish several properties of the resulting flows, including stability and energy identities. Using novel notions of convexity related to costs $c$, we prove that EVI flows are the limit of splitting schemes, providing assumptions for both implicit and explicit iterations.

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Publication Details

Journal
ArXiv.org
Published
2025-05-01
Primary Topic
Geometric Analysis and Curvature Flows
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article
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article

Evolution variational inequalities with general costs

ArXiv.org
Geometric Analysis and Curvature Flows
article

Evolution variational inequalities with general costs

article en

Abstract

We extend the theory of gradient flows beyond metric spaces by studying evolution variational inequalities (EVIs) driven by general cost functions $c$, including Bregman and entropic transport divergences. We establish several properties of the resulting flows, including stability and energy identities. Using novel notions of convexity related to costs $c$, we prove that EVI flows are the limit of splitting schemes, providing assumptions for both implicit and explicit iterations.

ArXiv.org
University of Vienna (AT), Hochschule Campus Wien (AT)
Openalex Percentile: Top 40%
Geometric Analysis and Curvature Flows
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Evolution variational inequalities with general costs · ArXiv.org (2025) | TGRS Research Map | TGRS