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Optimal control problems of forward-backward stochastic Volterra integral equations with closed control regions

机译:前后向随机Volterra的最优控制问题   具有闭合控制区域的积分方程

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摘要

Optimal control problems of forward-backward stochastic Volterra integralequations (FBSVIEs, in short) with closed control regions are formulated andstudied. Instead of using spike variation method as one may imagine, here weturn to treat the non-convexity of the control regions by borrowing some toolsin set-valued analysis and adapting them into our stochastic control systems. Aduality principle between linear backward stochastic Volterra integralequations and linear stochastic Fredholm-Volterra integral equations withconditional expectation are derived, which extends and improves thecorresponding results in [25], [30]. Some first order necessary optimalityconditions for optimal controls of FBSVIEs are established. In contrast withexisted common routines to treat the non-convexity of stochastic controlproblems, here only one adjoint system and one-order differentiabilityrequirements of the coefficients are needed.
机译:提出并研究了具有封闭控制区域的前后随机Volterra积分方程(简称FBSVIE)的最优控制问题。而不是像人们想象的那样使用尖峰变化方法,这里我们转向借由集值分析中的一些工具并将它们调整到我们的随机控制系统中来处理控制区域的非凸性。推导了线性后向随机Volterra积分方程和线性随机Fredholm-Volterra积分方程(有条件期望)之间的对偶性原理,扩展并改进了[25],[30]中的相应结果。建立了FBSVIE最优控制的一些一阶必要最优性条件。与现有的用于处理随机控制问题的非凸性的常规程序相反,这里仅需要一个伴随系统和系数的一阶可微性要求。

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