1. $\Gamma$-convergence for a class of action functionals induced by gradients of convex functions
- Author
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Yann Brenier, Luigi Ambrosio, Aymeric Baradat, Scuola Normale Superiore di Pisa (SNS), Institut Camille Jordan [Villeurbanne] (ICJ), École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université Jean Monnet [Saint-Étienne] (UJM)-Centre National de la Recherche Scientifique (CNRS), Département de Mathématiques et Applications - ENS Paris (DMA), Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Baradat, Aymeric, Ambrosio, L., Baradat, A., Brenier, Y., Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Jean Monnet [Saint-Étienne] (UJM)-Centre National de la Recherche Scientifique (CNRS), École normale supérieure - Paris (ENS Paris), and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
Pure mathematics ,General Mathematics ,Hilbert space ,[MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC] ,stability ,Strong topology (polar topology) ,Mosco convergence ,symbols.namesake ,action functional ,L-convexity ,Γ-convergence ,Real-valued function ,Settore MAT/05 - Analisi Matematica ,symbols ,Large deviations theory ,[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] ,Nabla symbol ,Convex function ,Mathematics - Optimization and Control ,Rate function ,Mathematics - Abstract
Given a real function $f$, the rate function for the large deviations of the diffusion process of drift $\nabla f$ given by the Freidlin-Wentzell theorem coincides with the time integral of the energy dissipation for the gradient flow associated with $f$. This paper is concerned with the stability in the hilbertian framework of this common action functional when $f$ varies. More precisely, we show that if $(f_h)_h$ is uniformly $\lambda$-convex for some $\lambda \in \mathbb{R}$ and converges towards $f$ in the sense of Mosco convergence, then the related functionals $\Gamma$-converge in the strong topology of curves.
- Published
- 2021
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