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In this paper, we study two kinds of inverse problems for Mean Field Games (MFGs) with common noise. Our focus is on MFGs described by a coupled system of stochastic Hamilton-Jacobi-Bellman and Fokker-Planck equations. Firstly, we establish…

偏微分方程分析 · 数学 2024-12-12 Qi Lü , Zhonghua Liao

We are concerned with the mathematical study of the Mean Field Games system (MFGS). In the conventional setup, the MFGS is a system of two coupled nonlinear parabolic PDEs of the second order in a backward-forward manner, namely one…

偏微分方程分析 · 数学 2023-04-04 Michael V. Klibanov , Jingzhi Li , Hongyu Liu

The second order Mean Field Games system (MFGS) in a bounded domain with the lateral Cauchy data is considered. This means that both Dirichlet and Neumann boundary data for the solution the MFGS are given. Two H\"older stability estimates…

偏微分方程分析 · 数学 2023-11-27 Michael V. Klibanov , Jingzhi Li , Hongyu Liu

A Coefficient Inverse Problem (CIP) of the determination of a coefficient of the Mean Field Games System (MFGS) of the second order is considered. The input data are generated by a single measurement event. Lateral Cauchy data, i.e.…

偏微分方程分析 · 数学 2023-07-03 Michael V. Klibanov

A retrospective analysis process for the mean field games system (MFGS) is considered. For the first time, Carleman estimates are applied to the analysis of the MFGS. Two new Carleman estimates are derived. They allow to obtain the…

数学物理 · 物理学 2023-11-13 Michael V. Klibanov , Yurii Averboukh

Mean Field Games (MFG) theory describes strategic interactions in differential games with a large number of small and indistinguishable players. Traditionally, the players' control impacts only the drift term in the system's dynamics,…

偏微分方程分析 · 数学 2024-07-31 Vincenzo Ignazio , Michele Ricciardi

H\"older stability estimate and uniqueness are proven for a retrospective problem of Mean Field Games with a non-quadratic Hamiltonian. The previous result was only for the quadratic Hamiltonian. The main tool is the apparatus of Carleman…

偏微分方程分析 · 数学 2023-11-02 Michael V. Klibanov , Mikhail Y. Kokurin , Jingzhi Li

The mean field games (MFG) theory has broad application in mathematical modeling of social phenomena. The Mean Field Games System (MFGS) is the key to the MFG theory. This is a system of two nonlinear parabolic partial differential…

偏微分方程分析 · 数学 2024-02-26 Michael V. Klibanov , Jingzhi Li , Hongyu Liu

We consider the first and half order time fractional equation with the zero initial condition. We investigate an inverse source problem of determining the time-independent source factor by the data at an arbitrarily fixed time and we…

偏微分方程分析 · 数学 2016-11-17 Atsushi Kawamoto

An overdetermination is introduced in an initial condition for the second order mean field games system (MFGS). This makes the resulting problem close to the classical ill-posed Cauchy problems for PDEs. Indeed, in such a problem and…

偏微分方程分析 · 数学 2023-03-09 Michael V. Klibanov

In this article, we study the global-in-time well-posedness of second order mean field games (MFGs) with both nonlinear drift functions simultaneously depending on the state, distribution and control variables, and the diffusion term…

最优化与控制 · 数学 2025-03-24 Alain Bensoussan , Ziyu Huang , Shanjian Tang , Sheung Chi Phillip Yam

For solution $u(x,t)$ to degenearte parabolic equations in a bounded domain $\Omega$ with homogenous boundary condition, we consider backward problems in time: determine $u(\cdot,t_0)$ in $\Omega$ by $u(\cdot,T)$, where $t$ is the time…

偏微分方程分析 · 数学 2023-05-02 Piermarco Cannarsa , Masahiro Yamamoto

The numerical approximation of an inverse problem subject to the convection--diffusion equation when diffusion dominates is studied. We derive Carleman estimates that are on a form suitable for use in numerical analysis and with explicit…

数值分析 · 数学 2020-06-25 Erik Burman , Mihai Nechita , Lauri Oksanen

Here, we consider one-dimensional forward-forward mean-field games (MFGs) with congestion, which were introduced to approximate stationary MFGs. We use methods from the theory of conservation laws to examine the qualitative properties of…

偏微分方程分析 · 数学 2017-03-30 Diogo Gomes , Marc Sedjro

The convexification numerical method with the rigorously established global convergence property is constructed for a problem for the Mean Field Games System of the second order. This is the problem of the retrospective analysis of a game…

数值分析 · 数学 2023-06-30 Michael V. Klibanov , Jingzhi Li , Zhipeng Yang

For an inverse coefficient problem of determining a state-varying factor in the corresponding Hamiltonian for a mean field game system, we prove the global Lipschitz stability by spatial data of one component and interior data in an…

偏微分方程分析 · 数学 2023-07-11 Oleg Imanuvilov , Masahiro Yamamoto

While the general theory for the terminal-initial value problem for mean-field games (MFGs) has achieved a substantial progress, the corresponding forward-forward problem is still poorly understood - even in the one-dimensional setting.…

偏微分方程分析 · 数学 2016-06-30 Diogo Gomes , Levon Nurbekyan , Marc Sedjro

The paper considers a forward-backward system of parabolic PDEs arising in a Mean Field Game (MFG) model where every agent controls the drift of a trajectory subject to Brownian diffusion, trying to escape a given bounded domain $\Omega$ in…

偏微分方程分析 · 数学 2022-12-23 Romain Ducasse , Guilherme Mazanti , Filippo Santambrogio

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

We prove existence and uniqueness of classical solutions of the master equation for mean field game (MFG) systems with fractional and nonlocal diffusions. We cover a large class of L\'evy diffusions of order greater than one, including…

偏微分方程分析 · 数学 2025-01-27 Espen Robstad Jakobsen , Artur Rutkowski
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