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The purpose of this paper is to provide a detailed probabilistic analysis of the optimal control of nonlinear stochastic dynamical systems of the McKean Vlasov type. Motivated by the recent interest in mean field games, we highlight the…

概率论 · 数学 2013-03-26 René Carmona , Francois Delarue

We study the problem of optimal control for mean-field stochastic partial differential equations (stochastic evolution equations) driven by a Brownian motion and an independent Poisson random measure, in the case of \textit{partial…

最优化与控制 · 数学 2017-04-12 Roxana Dumitrescu , Bernt Øksendal , Agnès Sulem

This paper investigates the optimal control problem for a class of parabolic equations where the diffusion coefficient is influenced by a control function acting nonlocally. Specifically, we consider the optimization of a cost functional…

最优化与控制 · 数学 2025-03-11 Stefana-Lucia Anita , Luca Di Persio

This paper is concerned with the partial information optimal control problem of wa controlled forward-backward stochastic differential equation of jump diffusion with correlated noises between the system and the observation. For this type…

概率论 · 数学 2017-08-28 Qingxin Meng

This paper considers the problem of partially observed optimal control for forward stochastic systems which are driven by Brownian motions and an independent Poisson random measure with a feature that the cost functional is of mean-field…

概率论 · 数学 2014-03-19 Yaozhong Hu , David Nualart , Qing Zhou

This paper investigates the probability distribution of solutions to McKean--Vlasov stochastic differential equations driven by fractional Brownian motion with Hurst parameter H>1/2. Our main contribution is the derivation of the associated…

概率论 · 数学 2026-01-12 Saloua Labed , Nacira Agram , Bernt Oksendal

We investigate the conditional McKean-Vlasov stochastic differential equations with jumps and Markovian regime-switching. We establish the strong wellposedness using L2-Wasser-stein distance on the Wasserstein space. Also, we establish the…

概率论 · 数学 2023-04-18 Jinghai Shao , Taoran Tian , Shen Wang

In this paper, we study a linear-quadratic optimal control problem for mean-field stochastic differential equations driven by a Poisson random martingale measure and a multidimensional Brownian motion. Firstly, the existence and uniqueness…

最优化与控制 · 数学 2016-10-12 Maoning Tang , Qingxin Meng

We consider the stochastic control of a semi-linear stochastic partial differential equations (SPDE) of McKean-Vlasov type. Based on a recent novel approach to the Lions derivative for Banach space valued functions, we prove the Gateaux…

概率论 · 数学 2025-08-12 Johan Benedikt Spille , Wilhelm Stannat

This paper is mainly concerned with the solutions to both forward and backward mean-field stochastic partial differential equation and the corresponding optimal control problem for mean-field stochastic partial differential equation. We…

最优化与控制 · 数学 2016-10-11 Maoning Tang , Qingxin Meng

IIn this paper, we study a partially observed progressive optimal control problem of forward-backward stochastic differential equations with random jumps, where the control domain is not necessarily convex, and the control variable enter…

最优化与控制 · 数学 2022-06-27 Yueyang Zheng , Jingtao Shi

We study a regulation problem for stochastic systems subject to both continuous fluctuations and rare but significant shocks, modeled as a jump-diffusion with uncertainty in both the drift and the jump intensity. Such settings arise in…

最优化与控制 · 数学 2026-05-26 Abel Azze , Bernardo D'Auria , Giorgio Ferrari

In this paper we consider the maximum principle of optimal control for a stochastic control problem. This problem is governed by a system of fully coupled multi-dimensional forward-backward doubly stochastic differential equation with…

最优化与控制 · 数学 2018-09-07 AbdulRahman Al-Hussein , Boulakhras Gherbal

We consider a Markovian jumping process which is defined in terms of the jump-size distribution and the waiting-time distribution with a position-dependent frequency, in the diffusion limit. We assume the power-law form for the frequency.…

统计力学 · 物理学 2015-07-20 T. Srokowski , A. Kaminska

Throughout this paper, we focused our aim on the problem of optimal control under a risk-sensitive performance functional, where the system is given by a fully coupled forward-backward stochastic differential equation with jump. The risk…

最优化与控制 · 数学 2019-03-07 Rania Khallout , Adel Chala

This work concerns a type of coupled McKean-Vlasov stochastic differential equations (MVSDEs in short) with jumps. First, we prove superposition principles for these coupled MVSDEs with jumps and non-local space-distribution dependent…

概率论 · 数学 2020-08-07 Huijie Qiao

This paper studies indefinite stochastic linear-quadratic (LQ) optimal control for jump-diffusion systems with random coefficients. We construct an algebraic inverse flow from the zero-control base system, extract the semimartingale kernel…

最优化与控制 · 数学 2026-05-14 Xinyu Ma , Qingxin Meng

We tackle a nonlinear optimal control problem for a stochastic differential equation in Euclidean space and its state-linear counterpart for the Fokker-Planck-Kolmogorov equation in the space of probabilities. Our approach is founded on a…

最优化与控制 · 数学 2024-09-23 Roman Chertovskih , Nikolay Pogodaev , Maxim Staritsyn , A. Pedro Aguiar

In this paper, we consider a linear-quadratic optimal control problem of mean-field stochastic differential equation with jump diffusion, which is also called as an MF-LQJ problem. Here, cost functional is allowed to be indefinite. We use…

最优化与控制 · 数学 2021-11-18 Guangchen Wang , Wencan Wang

This paper studies open-loop equilibriums for a general class of time-inconsistent stochastic control problems under jump-diffusion SDEs with deterministic coefficients. Inspired by the idea of Four-Step-Scheme for forward-backward…

最优化与控制 · 数学 2020-08-18 Ishak Alia