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相关论文: One-dimensional forward-forward mean-field games

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Here, we study the existence and the convergence of solutions for the vanishing discount MFG problem with a quadratic Hamiltonian. We give conditions under which the discounted problem has a unique classical solution and prove convergence…

偏微分方程分析 · 数学 2019-08-20 Diogo A. Gomes , Hiroyoshi Mitake , Kengo Terai

Here, we consider numerical methods for stationary mean-field games (MFG) and investigate two classes of algorithms. The first one is a gradient-flow method based on the variational characterization of certain MFG. The second one uses…

数值分析 · 数学 2015-11-23 Noha Almulla , Rita Ferreira , Diogo Gomes

In this paper, we study a class of degenerate mean field games (MFGs) with state-distribution dependent and unbounded functional diffusion coefficients. With a probabilistic method, we study the well-posedness of the forward-backward…

最优化与控制 · 数学 2026-01-08 Alain Bensoussan , Ziyu Huang , Shanjian Tang , Sheung Chi Phillip Yam

Many real-world problems modeled by stochastic games have huge state and/or action spaces, leading to the well-known curse of dimensionality. The complexity of the analysis of large-scale systems is dramatically reduced by exploiting mean…

系统与控制 · 计算机科学 2015-03-19 H. Tembine

A general class of mean field games are considered where the governing dynamics are controlled diffusions in $\mathbb{R}^d$. The optimization criterion is the long time average of a running cost function. Under various sets of hypotheses,…

最优化与控制 · 数学 2019-08-21 Ari Arapostathis , Anup Biswas , Johnson Carroll

Mean field games (MFG) and mean field control problems (MFC) are frameworks to study Nash equilibria or social optima in games with a continuum of agents. These problems can be used to approximate competitive or cooperative games with a…

最优化与控制 · 数学 2021-06-28 Andrea Angiuli , Jean-Pierre Fouque , Mathieu Lauriere

We introduce the concept of mean field games for agents using Forward utilities of CARA type to study a family of portfolio management problems under relative performance concerns. Under asset specialization of the fund managers, we solve…

投资组合管理 · 定量金融 2020-09-09 Goncalo dos Reis , Vadim Platonov

We consider first order variational MFG in the whole space, with aggregative interactions and density constraints, such that the stationary states of the game are contained in two isolated compact sets of mass distributions with finite…

偏微分方程分析 · 数学 2020-12-15 Annalisa Cesaroni , Marco Cirant

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

Here, we prove the existence of smooth solutions for mean-field games with a singular mean-field coupling; that is, a coupling in the Hamilton-Jacobi equation of the form $g(m)=-m^{-\alpha}$. We consider stationary and time-dependent…

偏微分方程分析 · 数学 2016-11-23 Marco Cirant , Diogo A. Gomes , Edgard A. Pimentel , Héctor Sánchez-Morgado

Mean field games (MFGs) model equilibria in games with a continuum of weakly interacting players as limiting systems of symmetric $n$-player games. We consider the finite-state, infinite-horizon problem with ergodic cost. Assuming Markovian…

最优化与控制 · 数学 2025-03-25 Asaf Cohen , Ethan Zell

Mean-field Games systems (MFGs) serve as paradigms to describe the games among a huge number of players. In this paper, we consider the ergodic Mean-field Games systems in the bounded domain with Neumann boundary conditions and the…

泛函分析 · 数学 2025-01-28 Fanze Kong , Yonghui Tong , Xiaoyu Zeng

This paper is devoted to path-dependent kinetics equations arising, in particular, from the analysis of the coupled backward - forward systems of equations of mean field games. We present local well-posedness, global existence and some…

概率论 · 数学 2013-03-25 Vassili Koloklotsov , Wei Yang

We analyze linear McKean-Vlasov forward-backward SDEs arising in leader-follower games with mean-field type control and terminal state constraints on the state process. We establish an existence and uniqueness of solutions result for such…

数理金融 · 定量金融 2018-09-13 Guanxing Fu , Ulrich Horst

This paper addresses the crucial question of solution uniqueness in stationary first-order Mean-Field Games (MFGs). Despite well-established existence results, establishing uniqueness, particularly for weaker solutions in the sense of…

偏微分方程分析 · 数学 2025-02-28 Rita Ferreira , Diogo Gomes , Vardan Voskanyan

In recent years, mean field games (MFGs) have garnered considerable attention and emerged as a dynamic and actively researched field across various domains, including economics, social sciences, finance, and transportation. The inverse…

偏微分方程分析 · 数学 2024-10-02 Hongyu Liu , Catharine W. K. Lo , Shen Zhang

This paper develops a unified framework for proving the existence of solutions to stationary first-order mean-field games (MFGs) based on the theory of monotone operators in Banach spaces. We cast the coupled MFG system as a variational…

偏微分方程分析 · 数学 2026-03-17 Rita Ferreira , Diogo Gomes , Melih Ucer

Mean field games models describing the limit of a large class of stochastic differential games, as the number of players goes to $+\infty$, have been introduced by J.-M. Lasry and P.-L. Lions. We use a change of variables to transform the…

数值分析 · 数学 2011-06-17 Olivier Guéant

We develop the counterpart of weak KAM theory for potential mean field games. This allows to describe the long time behavior of time-dependent potential mean field game systems. Our main result is the existence of a limit, as time tends to…

偏微分方程分析 · 数学 2019-07-08 Pierre Cardaliaguet , Marco Masoero

Non-cooperative and cooperative games with a very large number of players have many applications but remain generally intractable when the number of players increases. Introduced by Lasry and Lions, and Huang, Caines and Malham\'e, Mean…