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This paper presents a pioneering investigation into discrete-time two-person non-zero-sum linear quadratic (LQ) stochastic games with random coefficients. We derive necessary and sufficient conditions for the existence of open-loop Nash…

最优化与控制 · 数学 2025-06-24 Yiwei Wu , Xun Li , Qingxin Meng

In this paper, we study a class of zero-sum two-player stochastic differential games with the controlled stochastic differential equations and the payoff/cost functionals of recursive type. As opposed to the pioneering work by Fleming and…

概率论 · 数学 2021-05-21 Jinniao Qiu , Jing Zhang

This paper investigates closed-loop Nash equilibria for discrete-time linear-quadratic (LQ) stochastic nonzero-sum difference games with random coefficients. Unlike existing works, we consider randomness in both state dynamics and cost…

最优化与控制 · 数学 2025-07-23 Qingxin Meng , Yiwei Wu

In this paper, we consider a linear quadratic stochastic two-person nonzero-sum differential game. Open-loop and closed-loop Nash equilibria are introduced. The existence of the former is characterized by the solvability of a system of…

最优化与控制 · 数学 2016-07-18 Jingrui Sun , Jiongmin Yong

This paper is concerned with a stochastic linear-quadratic optimal control problem in a finite time horizon, where the coefficients of the control system are allowed to be random, and the weighting matrices in the cost functional are…

最优化与控制 · 数学 2019-11-12 Jingrui Sun , Jie Xiong , Jiongmin Yong

This paper studies the stochastic optimal control of jump-diffusion processes and the associated fully nonlinear backward stochastic Hamilton--Jacobi--Bellman (BSHJB) equations. We establish the dynamic programming principle (DPP) via…

最优化与控制 · 数学 2026-05-21 Dunxiang Liang , Qingxin Meng

We consider a multi-player stochastic differential game with linear McKean-Vlasov dynamics and quadratic cost functional depending on the variance and mean of the state and control actions of the players in open-loop form. Finite and…

概率论 · 数学 2018-12-04 Enzo Miller , Huyen Pham

A two-person zero-sum differential game with unbounded controls is considered. Under proper coercivity conditions, the upper and lower value functions are characterized as the unique viscosity solutions to the corresponding upper and lower…

最优化与控制 · 数学 2012-02-20 Hong Qiu , Jiongmin Yong

In this paper, we investigate a class of time-inconsistent discrete-time stochastic linear-quadratic optimal control problems, whose time-consistent solutions consist of an open-loop equilibrium control and a linear feedback equilibrium…

最优化与控制 · 数学 2017-03-07 Xun Li , Yuan-Hua Ni , Ji-Feng Zhang

Motivated by parallels between mean field games and random matrix theory, we develop stochastic optimal control problems and viscosity solutions to Hamilton-Jacobi equations in the setting of non-commutative variables. Rather than real…

偏微分方程分析 · 数学 2025-02-25 Wilfrid Gangbo , David Jekel , Kyeongsik Nam , Aaron Z. Palmer

This paper is concerned with two-person mean-field linear-quadratic non-zero sum stochastic differential games in an infinite horizon. Both open-loop and closed-loop Nash equilibria are introduced. Existence of an open-loop Nash equilibrium…

最优化与控制 · 数学 2021-04-09 Xun Li , Jingtao Shi , Jiongmin Yong

The paper studies the open-loop saddle point and the open-loop lower and upper values, as well as their relationship for two-person zero-sum stochastic linear-quadratic (LQ, for short) differential games with deterministic coefficients. It…

最优化与控制 · 数学 2020-05-26 Jingrui Sun

This paper is concerned with the closed-loop solvability of one kind of linear-quadratic Stackelberg stochastic differential game, where the coefficients are deterministic. The notion of the closed-loop solvability is introduced, which…

最优化与控制 · 数学 2021-01-01 Zixuan Li , Jingtao Shi

This paper thoroughly investigates stochastic linear-quadratic optimal control problems with the Markovian regime switching system, where the coefficients of the state equation and the weighting matrices of the cost functional are random.…

最优化与控制 · 数学 2022-08-03 Jiaqiang Wen , Xun Li , Jie Xiong , Xin Zhang

This paper addresses a Stackelberg stochastic linear-quadratic (LQ) differential game under closed-loop information, a problem inherently time-inconsistent. Existing approaches rely on solving two coupled Hamilton-Jacobi-Bellman (HJB)…

最优化与控制 · 数学 2026-04-27 Qi Lü , Bowen Ma , Hanxiao Wang

This paper is concerned with the open-loop time-consistent solution of time-inconsistent mean-field stochastic linear-quadratic optimal control. Different from standard stochastic linear-quadratic problems, both the system matrices and the…

最优化与控制 · 数学 2016-08-19 Yuan-Hua Ni , Ji-Feng Zhang , Miroslav Krstic

In this paper we study the fully nonlinear stochastic Hamilton-Jacobi-Bellman (HJB) equation for the optimal stochastic control problem of stochastic differential equations with random coefficients. The notion of viscosity solution is…

最优化与控制 · 数学 2018-07-16 Jinniao Qiu

In this paper, an open-loop two-person non-zero sum stochastic differential game is considered for forward-backward stochastic systems. More precisely, the controlled systems are described by a fully coupled nonlinear multi- dimensional…

最优化与控制 · 数学 2010-10-13 Maoning Tang , Qingxin Meng , Yongzheng Sun

Using a recently introduced representation of the second order adjoint state as the solution of a function-valued backward stochastic partial differential equation (SPDE), we calculate the viscosity super- and subdifferential of the value…

概率论 · 数学 2024-06-27 Wilhelm Stannat , Lukas Wessels

The paper is concerned with two-person zero-sum mean-field linear-quadratic stochastic differential games over finite horizons. By a Hilbert space method, a necessary condition and a sufficient condition are derived for the existence of an…

最优化与控制 · 数学 2021-06-11 Jingrui Sun , Hanxiao Wang , Zhen Wu
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