A synthetic approach to comparison principles for variational problems, with applications to optimal transport
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866908678095896576 |
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| author | Léger, Flavien Sylvestre, Maxime |
| author_facet | Léger, Flavien Sylvestre, Maxime |
| contents | We develop a synthetic, variational framework for deriving comparison principles in infinite-dimensional Banach spaces. Unlike traditional approaches that rely on the regularity of minimizers and Euler--Lagrange equations, our method exploits the order-theoretic structure of the energy. Central to our analysis is the notion of submodularity and its convex dual, substitutability, which we extend here to the infinite-dimensional setting. We prove a duality theorem establishing that a convex functional is submodular if and only if its conjugate is substitutable. We apply these results to problems in optimal transport, and derive comparison principles for Kantorovich potentials in standard, entropic, and unbalanced settings without requiring regularity assumptions on the cost or domain. Finally, we prove that general transport costs are substitutable, yielding comparison principles for JKO schemes driven by internal energies. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2506_18884 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A synthetic approach to comparison principles for variational problems, with applications to optimal transport Léger, Flavien Sylvestre, Maxime Optimization and Control We develop a synthetic, variational framework for deriving comparison principles in infinite-dimensional Banach spaces. Unlike traditional approaches that rely on the regularity of minimizers and Euler--Lagrange equations, our method exploits the order-theoretic structure of the energy. Central to our analysis is the notion of submodularity and its convex dual, substitutability, which we extend here to the infinite-dimensional setting. We prove a duality theorem establishing that a convex functional is submodular if and only if its conjugate is substitutable. We apply these results to problems in optimal transport, and derive comparison principles for Kantorovich potentials in standard, entropic, and unbalanced settings without requiring regularity assumptions on the cost or domain. Finally, we prove that general transport costs are substitutable, yielding comparison principles for JKO schemes driven by internal energies. |
| title | A synthetic approach to comparison principles for variational problems, with applications to optimal transport |
| topic | Optimization and Control |
| url | https://arxiv.org/abs/2506.18884 |