后向随机微分方程的最优控制

Nikolai Dokuchaev, X. Zhou
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引用次数: 1

摘要

本文研究了一类非线性随机控制问题,该问题的系统动力学是一个受控的非线性后向随机微分方程,其状态必须在终端时刻与给定的随机向量重合。给出了全局极大值原理形式的最优性的必要条件和最优性的充分条件。一般结果也适用于后向线性二次控制问题,并以正向后向方程解的反馈形式显式地得到了最优控制。最后,讨论了一个附加积分约束的非线性问题,并证明了在Slater条件下对偶间隙为零。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal controls of backward stochastic differential equations
This paper considers a nonlinear stochastic control problem where the system dynamics is a controlled nonlinear backward stochastic differential equation and the state must coincide with a given random vector at the terminal time. A necessary condition of optimality in the form of a global maximum principle as well as a sufficient condition of optimality are presented. The general result is also applied to a backward linear-quadratic control problem and an optimal control is obtained explicitly as a feedback of the solution to a forward-backward equation. Finally, a nonlinear problem with additional integral constraints is discussed and it is shown that the duality gap is zero under the Slater condition.
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