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Continuous-time reinforcement learning offers an appealing formalism for describing control problems in which the passage of time is not naturally divided into discrete increments. Here we consider the problem of predicting the distribution…

机器学习 · 计算机科学 2022-06-20 Harley Wiltzer , David Meger , Marc G. Bellemare

In this paper we deal with the well-posedness of Dirichlet problems associated to nonlocal Hamilton-Jacobi parabolic equations in a bounded, smooth domain $\Omega$, in the case when the classical boundary condition may be lost. We address…

偏微分方程分析 · 数学 2014-05-01 Guy Barles , Erwin Topp

We show strong uniform convergence of monotone P1 finite element methods to the viscosity solution of isotropic parabolic Hamilton-Jacobi-Bellman equations with mixed boundary conditions on unstructured meshes and for possibly degenerate…

数值分析 · 数学 2021-05-21 Bartosz Jaroszkowski , Max Jensen

An optimal control problem is considered for a stochastic differential equation containing a state-dependent regime switching, with a recursive cost functional. Due to the non-exponential discounting in the cost functional, the problem is…

最优化与控制 · 数学 2017-12-29 Hongwei Mei , Jiongmin Yong

In this note we study the singular vanishing-viscosity limit of a gradient flow set in a finite-dimensional Hilbert space and driven by a smooth, but possibly non convex, time-dependent energy functional. We resort to ideas and techniques…

偏微分方程分析 · 数学 2016-11-28 Virginia Agostiniani , Riccarda Rossi

We determine the large-time behavior of unbounded solutions for the so-called viscous Hamilton Jacobi equation, $u_t - \Delta u + |Du|^m = f(x)$, in the quadratic and subquadratic cases (i.e., for $1<m\leq 2$), with a particular focus on…

偏微分方程分析 · 数学 2021-11-09 Alexander Quaas , Andrei Rodríguez-Paredes

We study mean field equations with singular sources on a compact Riemann surface with boundary $(\Sigma,g)$, subject to homogeneous Neumann boundary conditions: \[ -\Delta_g v = \rho\left( \frac{V e^{v}}{\int_\Sigma V e^{v}\, d v_g} -…

偏微分方程分析 · 数学 2026-02-05 Mohameden Ahmedou , Zhengni Hu , Miaomiao Zhu

In light of the question of finite-time blow-up vs. global well-posedness of solutions to problems involving nonlinear partial differential equations, we provide several cautionary examples which indicate that modifications to the boundary…

偏微分方程分析 · 数学 2014-01-09 Adam Larios , Edriss S. Titi

We consider viscosity solutions of Hamilton-Jacobi equations with oscillatory spatial dependence and rough time dependence. The time dependence is in the form of the derivative of a continuous path that converges to a possibly…

偏微分方程分析 · 数学 2016-11-11 Benjamin Seeger

We study policy iteration (PI) for deterministic infinite-horizon discounted optimal control problems, whose value function is characterized by a stationary Hamilton--Jacobi--Bellman (HJB) equation. At the PDE level, PI is fundamentally…

最优化与控制 · 数学 2026-04-14 Namkyeong Cho , Yeoneung Kim

We give an explicit stochastic Hamiltonian model of discontinuous unitary evolution for quantum spontaneous jumps like in a system of atoms in quantum optics, or in a system of quantum particles that interacts singularly with "bubbles"…

量子物理 · 物理学 2009-11-11 V. P. Belavkin , O. Melsheimer

Recently, the problem of boundary stabilization for unstable linear constant-coefficient reaction-diffusion equation on N-balls has been solved by means of the backstepping method. However, the extension of this result to spatially-varying…

最优化与控制 · 数学 2016-01-11 Rafael Vazquez , Miroslav Krstic

Let $H$ be a bounded and Lipschitz continuous function. We consider discontinuous viscosity solutions of the Hamilton-Jacobi equation $U_{t}+H(U_x)=0$ and signed Radon measure valued entropy solutions of the conservation law…

偏微分方程分析 · 数学 2020-08-03 M. Bertsch , F. Smarrazzo , A. Terracina , A. Tesei

In this paper, we study a stochastic recursive optimal control problem in which the objective functional is described by the solution of a backward stochastic differential equation driven by G-Brownian motion. Under standard assumptions, we…

最优化与控制 · 数学 2013-06-07 Mingshang Hu , Shaolin Ji , Shuzhen Yang

We study the Hamilton-Jacobi equation for undiscounted exit time control problems with general nonnegative Lagrangians using the dynamic programming approach. We prove theorems characterizing the value function as the unique…

最优化与控制 · 数学 2007-05-23 Michael Malisoff

It has been established that solutions to the inviscid Proudman-Johnson equation subject to a homogeneous three-point boundary condition can develop singularities in finite time. In this paper, we consider the possibility of singularity…

偏微分方程分析 · 数学 2025-06-26 Ikechukwu Obi-Okoye , Alejandro Sarria

The present paper considers a stochastic optimal control problem, in which the cost function is defined through a backward stochastic differential equation with infinite horizon driven by G-Brownian motion. Then we study the regularities of…

概率论 · 数学 2017-06-13 Mingshang Hu , Falei Wang

We study one-dimensional very singular parabolic equations with periodic boundary conditions and initial data in $BV$, which is the energy space. We show existence of solutions in this energy space and then we prove that they are viscosity…

偏微分方程分析 · 数学 2016-03-25 Atsushi Nakayasu , Piotr Rybka

We consider the following evolutionary Hamilton-Jacobi equation with initial condition: \begin{equation*} \begin{cases} \partial_tu(x,t)+H(x,u(x,t),\partial_xu(x,t))=0,\\ u(x,0)=\phi(x), \end{cases} \end{equation*} where $\phi(x)\in…

偏微分方程分析 · 数学 2014-08-19 Lin Wang , Jun Yan

We consider a stochastic discretization of the stationary viscous Hamilton Jacobi equation on the flat d dimensional torus, associated with a Hamiltonian, convex and superlinear in the momentum variable. We show that each discrete problem…

偏微分方程分析 · 数学 2020-02-18 Andrea Davini , Hitoshi Ishii , Renato Iturriaga , Hector Sanchez Morgado