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We introduce an explicit, adaptive time-stepping scheme for the simulation of SPDEs with one-sided Lipschitz drift coefficients. Strong convergence rates are proven for the full space-time discretisation with multiplicative trace-class…

数值分析 · 数学 2019-08-27 Stuart Campbell , Gabriel Lord

Making use of the Whittaker-Shannon interpolation formula with shifted sampling points, we propose in this paper a well-posed semi-discretization of the stationary Wigner equation with inflow BCs. The convergence of the solutions of the…

数值分析 · 数学 2014-06-18 Ruo Li , Tiao Lu , Zhangpeng Sun

This paper is devoted to studying null controllability for a class of stochastic fourth order semi-discrete parabolic equations, where the spatial variable is discretized with finite difference scheme and the time is kept as a continuous…

最优化与控制 · 数学 2024-05-07 Yu Wang , Qingmei Zhao

In this paper we study semi-discrete and fully discrete evolving surface finite element schemes for the Cahn-Hilliard equation with a logarithmic potential. Specifically we consider linear finite elements discretising space and backward…

数值分析 · 数学 2025-09-11 Charles M. Elliott , Thomas Sales

We study continuous quadratic submodular minimization with bounds and propose a polynomially sized semidefinite relaxation, which is provably tight for dimension $n \le 3$ and empirically tight for larger $n$. We apply the relaxation to two…

最优化与控制 · 数学 2026-04-07 Samuel Burer , Karthik Natarajan

Based on a variational principle with a stochastic forcing, we indicate that the stochastic Schr\"odinger equation in Stratonovich sense is an infinite-dimensional stochastic Hamiltonian system, whose phase flow preserves symplecticity. We…

数值分析 · 数学 2016-05-05 Chuchu Chen , Jialin Hong

We study the convergence of stochastic time-discretization schemes for evolution equations driven by random velocity fields, including examples like stochastic gradient descent and interacting particle systems. Using a unified framework…

泛函分析 · 数学 2025-05-28 Giulia Cavagnari , Giuseppe Savaré , Giacomo Enrico Sodini

In this paper a novel discrete-time realization of the super-twisting controller is proposed. The closed-loop system is proven to converge to an invariant set around the origin in finite time. Furthermore, the steady-state error is shown to…

系统与控制 · 电气工程与系统科学 2024-05-03 Benedikt Andritsch , Lars Watermann , Stefan Koch , Markus Reichhartinger , Johann Reger , Martin Horn

In this paper we develop numerical analysis for finite element discretization of semilinear elliptic equations with potentially non-Lipschitz nonlinearites. The nonlinearity is essecially assumed to be continuous and monotonically…

数值分析 · 数学 2024-11-12 Boris Vexler

In this paper, we establish a comprehensive characterization of the generalized Lipschitz classes through the study of the rate of convergence of a family of semi-discrete sampling operators, of Durrmeyer type, in $L^p$-setting. To achieve…

泛函分析 · 数学 2025-11-14 Danilo Costarelli , Michele Piconi , Gianluca Vinti

In this paper, we prove the small-time global null-controllability of forward (resp. backward) semilinear stochastic parabolic equations with globally Lipschitz nonlinearities in the drift and diffusion terms (resp. in the drift term). In…

偏微分方程分析 · 数学 2020-10-20 Víctor Hernández-Santamaría , Kévin Le Balc'h , Liliana Peralta

Kruse and Wu [Math. Comp. 88 (2019) 2793--2825] proposed a fully discrete randomized Galerkin finite element method for semilinear stochastic evolution equations (SEEs) driven by additive noise and showed that this method attains a temporal…

数值分析 · 数学 2026-02-12 Xiao Qi , Yue Wu , Yubin Yan

In this paper, we consider a fully-discrete approximation of an abstract evolution equation deploying a non-conforming spatial approximation and finite differences in time (Rothe-Galerkin method). The main result is the convergence of the…

数值分析 · 数学 2022-12-14 Alex Kaltenbach , Michael Růžička

We consider constrained bilinear optimal control of second-order linear evolution partial differential equations (PDEs) with a reaction term on the half line, where control arises as a time-dependent reaction coefficient and constraints are…

计算物理 · 物理学 2025-11-20 Zhexian Li , Felipe de Barros , Ketan Savla

Sharp asymptotic lower bounds of the expected quadratic variation of discretization error in stochastic integration are given. The theory relies on inequalities for the kurtosis and skewness of a general random variable which are themselves…

概率论 · 数学 2012-04-04 Masaaki Fukasawa

Recently, Martin Hutzenthaler pointed out that the explicit Euler method fails to converge strongly to the exact solution of a stochastic differential equation (SDE) with superlinearly growing and globally one sided Lipschitz drift…

数值分析 · 数学 2015-02-03 M. H. Song , Y. L. Lu , M. Z. Liu

We consider the minimal super-solution of a backward stochastic differential equation with constraint on the gains-process. The terminal condition is given by a function of the terminal value of a forward stochastic differential equation.…

概率论 · 数学 2014-09-19 Bruno Bouchard , Romuald Elie , Ludovic Moreau

In this paper, we investigate an optimal control problem with terminal stochastic linear complementarity constraints (SLCC), and its discrete approximation using the relaxation, the sample average approximation (SAA) and the implicit Euler…

最优化与控制 · 数学 2022-08-17 Jianfeng Luo , Xiaojun Chen

We analyze a bilinear optimal control problem for the Stokes--Brinkman equations: the control variable enters the state equations as a coefficient. In two- and three-dimensional Lipschitz domains, we perform a complete continuous analysis…

数值分析 · 数学 2025-10-22 Alejandro Allendes , Gilberto Campaña , Enrique Otarola

Stochastic evolution equations in Banach spaces with unbounded nonlinear drift and diffusion operators are considered. Under some regularity condition assumed for the solution, the rate of convergence of implicit Euler approximations is…

概率论 · 数学 2008-02-20 Istvan Gyöngy , Annie Millet