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Convergence of the gradient descent algorithm has been attracting renewed interest due to its utility in deep learning applications. Even as multiple variants of gradient descent were proposed, the assumption that the gradient of the…

最优化与控制 · 数学 2019-05-29 Thulasi Tholeti , Sheetal Kalyani

We investigate the properties of minimizers of one-dimensional variational problems when the Lagrangian has no higher smoothness than continuity. An elementary approximation result is proved, but it is shown that this cannot be in general…

经典分析与常微分方程 · 数学 2017-04-12 Richard Gratwick

We study the problem of existence of solutions for generalized backward stochastic differential equation with two reflecting barriers (GRBSDE for short) under weaker assumptions on the data. Roughly speaking we show the existence of a…

概率论 · 数学 2011-03-29 E. H. Essaky , M. Hassani , Y. Ouknine

In this paper we first introduce an innovative equivalent norm in the Musielak-Orlicz Sobolev spaces in a very general setting and we then present a new result on the boundedness of the solutions of a wide class of nonlinear Neumann…

偏微分方程分析 · 数学 2024-11-12 Eleonora Amoroso , Ángel Crespo-Blanco , Patrizia Pucci , Patrick Winkert

In this article, we consider the H\"{o}lder continuity of injective maps in Orlicz-Sobolev classes defined on the unit ball. Under certain conditions on the growth of dilatations, we obtain the H\"{o}lder continuity of the indicated class…

复变函数 · 数学 2022-08-05 Miodrag Mateljević , Ruslan Salimov , Evgeny Sevost'Yanov

This paper addresses the study of derivative-free smooth optimization problems, where the gradient information on the objective function is unavailable. Two novel general derivative-free methods are proposed and developed for minimizing…

最优化与控制 · 数学 2023-11-29 Pham Duy Khanh , Boris S. Mordukhovich , Dat Ba Tran

We establish the Lipschitz regularity of the a priori bounded local minimizers of integral functionals with non autonomous energy densities satisfying non standard growth conditions under a sharp bound on the gap between the growth and the…

偏微分方程分析 · 数学 2023-10-10 Michela Eleuteri , Antonia Passarelli di Napoli

We provide a general approach to Lipschitz regularity of solutions for a large class of vector-valued, nonautonomous variational problems exhibiting nonuniform ellipticity. The functionals considered here range amongst those with unbalanced…

偏微分方程分析 · 数学 2021-08-02 Cristiana De Filippis , Giuseppe Mingione

In this paper, we study the stochastic homogenization for a family of integral functionals with convex and nonstandard growth integrands defined on Orlicz-Sobolev's spaces. One fundamental in this topic is to extend the classical…

偏微分方程分析 · 数学 2025-07-15 Joseph Dongho , Joel Fotso Tachago , Franck Tchinda

We show that the generalized minimum distance function is non-increasing as the degree varies for reduced standard graded algebras over a field. This allows us to define its regularity index and its stabilization value. The stabilization…

交换代数 · 数学 2023-04-11 Carlos Espinosa-Valdéz , Luis Núñez-Betancourt , Yuriko Pitones

We consider some energy integrals under slow growth and we prove that the local minimizers are locally Lipschitz continuous. Many examples are given, either with subquadratic $p,q-$growth and/or anisotropic growth.

偏微分方程分析 · 数学 2021-05-19 Michela Eleuteri , Paolo Marcellini , Elvira Mascolo , Stefania Perrotta

We continue the analysis of some modifications of the total variation image inpainting method formulated on the space $BV(\Omega)^M$ in the sense that we generalize the main results of [32] to the case that a more general data fitting term…

偏微分方程分析 · 数学 2018-03-28 Jan Mueller , Christian Tietz

The subgradient method is one of the most fundamental algorithmic schemes for nonsmooth optimization. The existing complexity and convergence results for this method are mainly derived for Lipschitz continuous objective functions. In this…

最优化与控制 · 数学 2024-11-01 Xiao Li , Lei Zhao , Daoli Zhu , Anthony Man-Cho So

We prove a partial regularity result for local minimizers of quasiconvex variational integrals with general growth. The main tool is an improved A-harmonic approximation, which should be interesting also for classical growth.

偏微分方程分析 · 数学 2012-05-14 Lars Diening , Daniel Lengeler , Bianca Stroffolini , Anna Verde

We study minimizers of the functional $$ \int_{B_1^+}|\nabla u|^2 x_n^a\,d x +2\int_{B_1'} (\lambda_+ u^++\lambda_- u^-)\,d x', $$ for $a\in(-1,1)$. The problem arises in connection with heat flow with control on the boundary. It can also…

偏微分方程分析 · 数学 2014-06-24 Mark Allen , Erik Lindgren , Arshak Petrosyan

The Muskat problem models the dynamics of the interface between two incompressible immiscible fluids with different constant densities. In this work we prove three results. First we prove an $L^2(\R)$ maximum principle, in the form of a new…

偏微分方程分析 · 数学 2016-02-22 Peter Constantin , Diego Cordoba , Francisco Gancedo , Robert M. Strain

We establish pointwise estimates expressed in terms of a nonlinear potential of a generalized Wolff type for $A$-superharmonic functions with nonlinear operator $A:\Omega\times\mathbb{R}^n\to\mathbb{R}^n$ having measurable dependence on the…

偏微分方程分析 · 数学 2020-06-26 Iwona Chlebicka , Flavia Giannetti , Anna Zatorska-Goldstein

We obtain monotonicity properties for minima and stable solutions of general energy functionals of the type $$ \int F(\nabla u, u, x) dx $$ under the assumption that a certain integral grows at most quadratically at infinity. As a…

偏微分方程分析 · 数学 2012-09-10 Ovidiu Savin , Enrico Valdinoci

This paper is devoted to the study of second order optimality conditions for strong local minimizers in the frameworks of unconstrained and constrained optimization problems in finite dimensions via subgradient graphical derivative. We…

最优化与控制 · 数学 2019-03-15 Nguyen Huy Chieu , Le Van Hien , Tran T. A. Nghia , Ha Anh Tuan

We prove a continuous embedding that allows us to obtain a boundary trace imbedding result for anisotropic Musielak-Orlicz spaces, which we then apply to obtain an existence result for Neumann problems with nonlinearities on the boundary…

偏微分方程分析 · 数学 2018-01-08 Ahmed Youssfi , Mohamed Mahmoud Ould Khatri
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