均场博弈和最优传输中的自由边界正则性和支持传播

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-25 DOI:10.1016/j.matpur.2024.103599
Pierre Cardaliaguet , Sebastian Munoz , Alessio Porretta
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引用次数: 0

摘要

我们研究了具有局部耦合的一阶均值场博弈系统在维 1 中的解的行为,当初始密度是一个紧凑支撑的函数时。我们的结果表明,在密度严格为正的区域,解是平滑的,而密度本身是全局连续的。此外,传播速度取决于成本函数在小密度值附近的表现。当耦合为熵时,我们证明密度支持以无限速度传播。另一方面,对于幂耦合,我们确定了有限的传播速度,从而形成了自由边界。我们证明,在自然非退化假设下,自由边界是严格凸的,并具有正则性。我们还建立了对支撑传播速度和密度长期衰减率的精确估计。此外,我们还发现价值函数的密度和梯度在自由边界内都是霍尔德式的。我们的方法基于对最优轨迹流所满足的新椭圆方程的分析。这些结果还适用于均场博弈规划问题,描述了一类拥堵最优运输问题的最小值结构。
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Free boundary regularity and support propagation in mean field games and optimal transport

We study the behavior of solutions to the first-order mean field games system with a local coupling, when the initial density is a compactly supported function on the real line. Our results show that the solution is smooth in regions where the density is strictly positive, and that the density itself is globally continuous. Additionally, the speed of propagation is determined by the behavior of the cost function near small values of the density. When the coupling is entropic, we demonstrate that the support of the density propagates with infinite speed. On the other hand, for a power-type coupling, we establish finite speed of propagation, leading to the formation of a free boundary. We prove that under a natural non-degeneracy assumption, the free boundary is strictly convex and enjoys C1,1 regularity. We also establish sharp estimates on the speed of support propagation and the rate of long time decay for the density. Moreover, the density and the gradient of the value function are both shown to be Hölder continuous up to the free boundary. Our methods are based on the analysis of a new elliptic equation satisfied by the flow of optimal trajectories. The results also apply to mean field planning problems, characterizing the structure of minimizers of a class of optimal transport problems with congestion.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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