Regularized Moment Measures

Fuente: arXiv
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Main Authors: Delalande, Alex, Farinelli, Sara
Format: Preprint
Published: 2025
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_version_ 1866915367748632576
author Delalande, Alex
Farinelli, Sara
author_facet Delalande, Alex
Farinelli, Sara
contents In the work "Dealing with moment measures via entropy and optimal transport", Santambrogio provided an optimal transport approach to study existence of solutions for the moment measure equation, that is: given $μ$, find $u$ such that $ (\nabla u)_{\sharp}e^{-u}=μ$. In particular he proves that $u$ satisfies the previous equation if and only if $e^{-u}$ is the minimizer of an entropy and a transport cost. Here we study a modified minimization problem, in which we add a strongly convex regularization depending on a positive $α$ and we link its solutions to a modified moment measure equation $(\nabla u)_{\sharp}e^{-u-\fracα{2} \|x\|^2}= μ$. Exploiting the regularization term, we study the stability of the minimizers.
format Preprint
id arxiv_https___arxiv_org_abs_2506_13218
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Regularized Moment Measures
Delalande, Alex
Farinelli, Sara
Functional Analysis
Analysis of PDEs
49Q22, 49K40, 39B62
In the work "Dealing with moment measures via entropy and optimal transport", Santambrogio provided an optimal transport approach to study existence of solutions for the moment measure equation, that is: given $μ$, find $u$ such that $ (\nabla u)_{\sharp}e^{-u}=μ$. In particular he proves that $u$ satisfies the previous equation if and only if $e^{-u}$ is the minimizer of an entropy and a transport cost. Here we study a modified minimization problem, in which we add a strongly convex regularization depending on a positive $α$ and we link its solutions to a modified moment measure equation $(\nabla u)_{\sharp}e^{-u-\fracα{2} \|x\|^2}= μ$. Exploiting the regularization term, we study the stability of the minimizers.
title Regularized Moment Measures
topic Functional Analysis
Analysis of PDEs
49Q22, 49K40, 39B62
url https://arxiv.org/abs/2506.13218