带有终端状态约束的 Teugels martingales 驱动均场 FBSDE 优化控制的最大原则

Zhen Huang, Ying Wang, Xiangyun Lin
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引用次数: 0

摘要

本文研究的是均值场型随机系统的带状态约束的最优控制问题,该系统由一个具有 Teugels martingales 的全耦合前向后向随机微分方程支配。在这个系统中,系数不仅包含状态过程,还包含其期望值,成本函数也是均值场类型的。我们使用等效后向公式来处理末端状态约束,然后通过埃克兰变异原理得到随机最大原理。此外,我们还讨论了一个带状态约束的随机线性二次控制问题。
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The maximum principle for optimal control of mean-field FBSDE driving by Teugels martingales with terminal state constraints
This article studies the problem of optimal control with state constraints for mean-field type stochastic systems, which is governed by a fully coupled forward-backward stochastic differential equation with Teugels martingales. In this system, the coefficients contain not only the state processes but also its expectation value, and the cost function is of mean-field type as well. We use an equivalent backward formulation to deal with the terminal state constraint, and then we obtain a stochastic maximum principle by Ekeland's variational principle. In addition, we discuss a stochastic linear-quadratic control problem with state constraints.
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