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arXiv 2104.06985math.AP
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关于具有非局部和局部扩散的全非线性抛物型平均场博弈

On fully nonlinear parabolic mean field games with nonlocal and local diffusions

Indranil Chowdhury, Espen R. Jakobsen, Miłosz Krupski

AI总结:

研究定义在 $[0,T]\times\mathbb{R}^d$ 的全非线性平均场博弈,提出涉及随机过程时间变化率的新控制解释,证明了解的存在性与唯一性,并应用于非退化方程。

摘要:

我们引入了一类定义在 $[0,T]\times\mathbb{R}^d$ 上的全非线性平均场博弈。我们证明它们与受控的局部或非局部扩散相关,更一般地,在我们的设定中,与涉及随机(Lévy)过程时间变化率的新控制解释相关。主要结果是在一般假设下解的存在性和唯一性。这些结果被应用于非退化方程——包括局部二阶方程和带有分数阶 Laplacian 的非局部方程。唯一性在耦合的单调性和 Hamiltonian 的凸性下成立,但单调性和凸性都不需要是严格的。我们考虑了丰富的非局部算子和过程类,并开发了在没有明确矩假设的情况下在整个空间中工作的工具。

英文摘要:

We introduce a class of fully nonlinear mean field games posed in $[0,T]\times\mathbb{R}^d$. We justify that they are related to controlled local or nonlocal diffusions, and more generally in our setting, to a new control interpretation involving time change rates of stochastic (Lévy) processes. The main results are existence and uniqueness of solutions under general assumptions. These results are applied to non-degenerate equations - including both local second order and nonlocal with fractional Laplacians. Uniqueness holds under monotonicity of couplings and convexity of the Hamiltonian, but neither monotonicity nor convexity need to be strict. We consider a rich class of nonlocal operators and processes and develop tools to work in the whole space without explicit moment assumptions.

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