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In this article, we provide an original systematic global-in-time analysis of mean field type control problems on $\mathbb{R}^n$ with generic cost functionals by the modified approach but not the same, firstly proposed in [7], as the…

最优化与控制 · 数学 2023-05-09 Alain Bensoussan , Ho Man Tai , Sheung Chi Phillip Yam

We propose a new approach to studying classical solutions of the Bellman equation and Master equation for mean field type control problems, using a novel form of the "lifting" idea introduced by P.-L. Lions. Rather than studying the usual…

概率论 · 数学 2023-05-10 Alain Bensoussan , P. Jameson Graber , Sheung Chi Phillip Yam

In this article, by using several new crucial {\it a priori} estimates which are still absent in the literature, we provide a comprehensive resolution of the first order generic mean field type control problems and also establish the…

最优化与控制 · 数学 2023-09-18 Alain Bensoussan , Tak Kwong Wong , Sheung Chi Phillip Yam , Hongwei Yuan

By extending \cite{bensoussan2015control}, we implement the proposal of Lions \cite{lions14} on studying mean field games and their master equations via certain control problems on the Hilbert space of square integrable random variables. In…

最优化与控制 · 数学 2019-04-01 Alain Bensoussan , P. Jameson Graber , S. C. P. Yam

We study the well-posedness of a system of forward-backward stochastic differential equations (FBSDEs) corresponding to a degenerate mean field type control problem, when the diffusion coefficient depends on the state together with its…

概率论 · 数学 2023-11-16 Alain Bensoussan , Ziyu Huang , Shanjian Tang , Sheung Chi Phillip Yam

The objective of this paper is to provide an equivalent of the theory developed in P.~Cardaliaguet, F.~Delarue, J.M.~Lasry, P.L.~Lions \cite{CDLL}, following the approach of control on Hilbert spaces introduced by the authors in…

最优化与控制 · 数学 2025-02-12 Alain Bensoussan , P. Jameson Graber , Phillip Yam

This paper establishes the existence and uniqueness of mild solutions to stationary Hamilton-Jacobi-Bellman (HJB) equations associated with infinite-horizon stochastic optimal control problems in separable Hilbert spaces. Our framework…

最优化与控制 · 数学 2026-05-08 Gabriele Bolli , Fabian Fuchs

Optimal control and the associated second-order path-dependent Hamilton-Jacobi-Bellman (PHJB) equation are studied for unbounded functional stochastic evolution systems in Hilbert spaces. The notion of viscosity solution without…

最优化与控制 · 数学 2024-02-27 Shanjian Tang , Jianjun Zhou

In this paper, we study the maximum principle of mean field type control problems when the volatility function depends on the state and its measure and also the control, by using our recently developed method. Our method is to embed the…

最优化与控制 · 数学 2023-09-14 Alain Bensoussan , Ziyu Huang , Sheung Chi Phillip Yam

This paper studies a class of mean-field control (MFC) problems with singular controls under general dynamic state-control-law constraints. We first propose a customized relaxed control formulation to cope with the dynamic mixed constraints…

最优化与控制 · 数学 2026-04-28 Lijun Bo , Jingfei Wang , Xiang Yu

This article is a continuation of a previous work where we studied infinite horizon control problems for which the dynamic, running cost and control space may be different in two half-spaces of some euclidian space $\R^N$. In this article…

偏微分方程分析 · 数学 2014-01-27 Guy Barles , Ariela Briani , Emmanuel Chasseigne

We study a family of stationary Hamilton-Jacobi-Bellman (HJB) equations in Hilbert spaces arising from stochastic optimal control problems. The main difficulties to treat such problems are: the lack of smoothing properties of the linear…

最优化与控制 · 数学 2025-10-31 Gabriele Bolli , Fausto Gozzi

Controlling systems of ordinary differential equations (ODEs) is ubiquitous in science and engineering. For finding an optimal feedback controller, the value function and associated fundamental equations such as the Bellman equation and the…

最优化与控制 · 数学 2021-04-14 Mathias Oster , Leon Sallandt , Reinhold Schneider

We prove the global-in-time well-posedness for a broad class of mean field game problems, which is beyond the special linear-quadratic setting, as long as the mean field sensitivity is not too large. Through the stochastic maximum…

最优化与控制 · 数学 2025-01-23 Alain Bensoussan , Ho Man Tai , Tak Kwong Wong , Sheung Chi Phillip Yam

This paper investigates first the existence and uniqueness of solutions for McKean-Vlasov forward-backward doubly stochastic differential equations (MV-FBDSDEs) in infinite-dimensional real separable Hilbert spaces. These equations combine…

概率论 · 数学 2024-07-15 AbdulRahman Al-Hussein , Abdelhakim Ninouh , Boulakhras Gherbal

This paper is devoted to a global stochastic maximum principle for conditional mean-field forward-backward stochastic differential equations (FBSDEs, for short) with regime switching. The control domain is unnecessarily convex and the…

最优化与控制 · 数学 2022-12-06 Tao Hao , Jiaqiang Wen , Jie Xiong

Variational methods have been used to study stochastic control for long, see Bensoussan (1982) and Bensoussan-Lions (1978) for the early works. More precisely, variational approaches apply to the study of Bellman equation as a parabolic…

最优化与控制 · 数学 2025-12-01 Alain Bensoussan , Ziyu Huang , Sheung Chi Phillip Yam

This paper investigates the exact controllability problem for multi-dimensional stochastic first-order symmetric hyperbolic systems with control inputs acting in two distinct ways: an internal control applied to the diffusion term and a…

最优化与控制 · 数学 2026-01-27 Zengyu Li , Qi Lü , Yu Wang , Haitian Yang

In this paper we study a class of stochastic control problems in which the control of the jump size is essential. Such a model is a generalized version for various applied problems ranging from optimal reinsurance selections for general…

概率论 · 数学 2008-04-04 Rainer Buckdahn , Jin Ma , Catherine Rainer

This paper investigates the stabilization and control problems for linear continuous-time mean-field systems (MFS). Under standard assumptions, necessary and sufficient conditions to stabilize the mean-field systems in the mean square sense…

最优化与控制 · 数学 2017-05-26 Qingyuan Qi , Huanshui Zhang
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