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Optimal Feedback Controllers for a Stochastic Differential Equation with Reflection
SIAM Journal on Control and Optimization ( IF 2.2 ) Pub Date : 2020-04-02 , DOI: 10.1137/19m1294423 Viorel Barbu
SIAM Journal on Control and Optimization ( IF 2.2 ) Pub Date : 2020-04-02 , DOI: 10.1137/19m1294423 Viorel Barbu
SIAM Journal on Control and Optimization, Volume 58, Issue 2, Page 986-997, January 2020.
The optimal control problem governed by the stochastic reflection problem associated with a closed convex set $K$ in $\mathbb{R}^d$ is reduced via the corresponding Kolmogorov equation to a deterministic bilinear parabolic optimal control problem on $(0,T)\times K$. In this way, one gets directly a stochastic optimal feedback controller by avoiding the standard dynamic programming equation associated with the stochastic optimal control problem.
中文翻译:
具有反射的随机微分方程的最优反馈控制器
SIAM控制与优化杂志,第58卷,第2期,第986-997页,2020年1月
。最优控制问题由与$ \ mathbb {R} ^ d $中的闭合凸集$ K $相关的随机反射问题控制。通过相应的Kolmogorov方程将降低为确定性双线性抛物型最优控制问题,其乘以($,T)\ K。这样,通过避免与随机最优控制问题相关的标准动态编程方程,可以直接获得随机最优反馈控制器。
更新日期:2020-04-02
The optimal control problem governed by the stochastic reflection problem associated with a closed convex set $K$ in $\mathbb{R}^d$ is reduced via the corresponding Kolmogorov equation to a deterministic bilinear parabolic optimal control problem on $(0,T)\times K$. In this way, one gets directly a stochastic optimal feedback controller by avoiding the standard dynamic programming equation associated with the stochastic optimal control problem.
中文翻译:
具有反射的随机微分方程的最优反馈控制器
SIAM控制与优化杂志,第58卷,第2期,第986-997页,2020年1月
。最优控制问题由与$ \ mathbb {R} ^ d $中的闭合凸集$ K $相关的随机反射问题控制。通过相应的Kolmogorov方程将降低为确定性双线性抛物型最优控制问题,其乘以($,T)\ K。这样,通过避免与随机最优控制问题相关的标准动态编程方程,可以直接获得随机最优反馈控制器。