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具有高斯噪声的受控泛函微分方程的小噪声分析

A Small-Noise Analysis of Controlled Functional Differential Equations with Gaussian Noise

David Criens, Max Nendel

arXiv 2607.22362首次发表:更新:

AI 中文总结

研究由高斯噪声驱动的受控泛函微分方程的小噪声渐近性,通过布埃 - 迪皮伊变分表示等方法,证明小噪声对数价值函数的博弈论上下界,给出博弈有值条件,得到完整小噪声拉普拉斯原理。

AI 中文摘要

我们研究由加性高斯噪声驱动的受控泛函微分方程的小噪声渐近性。高斯噪声在抽象维纳空间上建模,涵盖经典布朗扰动和非马尔可夫扰动,如分数布朗运动。假设漂移系数是非预期的,在状态路径上是利普希茨连续的且具有线性增长。对于有界一致连续成本泛函,我们证明了小噪声对数价值函数的博弈论上下界,并在相关确定性零和博弈有值时确定其极限。在极限博弈中,一个玩家选择漂移控制,另一个选择高斯噪声的卡梅伦 - 马丁位移,并由相应的二次能量成本惩罚。我们进一步提供了博弈有值的充分的范型凸性和凹性条件,从而得到一个完整的小噪声拉普拉斯原理。证明结合了抽象维纳空间上的布埃 - 迪皮伊变分表示、受控解映射的路径稳定性以及卡梅伦 - 马丁位移的适配有限维逼近。

英文摘要

We study small-noise asymptotics for controlled functional differential equations driven by additive Gaussian noise. The Gaussian noise is modeled on an abstract Wiener space, covering both classical Brownian perturbations and non-Markovian perturbations such as fractional Brownian motion. The drift coefficient is assumed to be non-anticipative, Lipschitz continuous in the state path, and of linear growth. For bounded uniformly continuous cost functionals, we prove game-theoretic lower and upper bounds for the small-noise logarithmic value functions and identify their limit whenever the associated deterministic zero-sum game has a value. In the limiting game, one player chooses the drift control, while the other selects a Cameron--Martin shift of the Gaussian noise, penalized by the corresponding quadratic energy cost. We further provide sufficient Fan-type convexity and concavity conditions under which the game has a value, thereby obtaining a full small-noise Laplace principle. The proof combines the Boué--Dupuis variational representation on abstract Wiener spaces with pathwise stability of the controlled solution map and adapted finite-dimensional approximations of Cameron--Martin shifts.

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