Free boundary value problems and hjb equations for the stochastic optimal control of elasto-plastic oscillators

M. Laurière, Z. Li, L. Mertz, J. Wylie, S. Zuo
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引用次数: 1

Abstract

We consider the optimal stopping and optimal control problems related to stochastic variational inequalities modeling elasto-plastic oscillators subject to random forcing. We formally derive the corresponding free boundary value problems and Hamilton-Jacobi-Bellman equations which belong to a class of nonlinear partial of differential equations with nonlocal Dirichlet boundary conditions. Then, we focus on solving numerically these equations by employing a combination of Howard’s algorithm and the numerical approach [A backward Kolmogorov equation approach to compute means, moments and correlations of non-smooth stochastic dynamical systems; Mertz, Stadler, Wylie; 2017] for this type of boundary conditions. Numerical experiments are given.
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弹塑性振子随机最优控制的自由边值问题和hjb方程
我们考虑了与随机变分不等式有关的最优停止和最优控制问题。本文正式导出了一类具有非局部Dirichlet边界条件的非线性偏微分方程的自由边值问题和Hamilton-Jacobi-Bellman方程。然后,我们将采用Howard算法和数值方法相结合的方法对这些方程进行数值求解[一种计算非光滑随机动力系统均值、矩和相关性的倒向Kolmogorov方程方法;默茨,斯塔德勒,怀利;[2017]对于这类边界条件。给出了数值实验结果。
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