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首页> 外文期刊>SIAM Journal on Control and Optimization >STOCHASTIC MAXIMUM PRINCIPLE FOR OPTIMAL CONTROL OF A CLASS OF NONLINEAR SPDEs WITH DISSIPATIVE DRIFT
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STOCHASTIC MAXIMUM PRINCIPLE FOR OPTIMAL CONTROL OF A CLASS OF NONLINEAR SPDEs WITH DISSIPATIVE DRIFT

机译:具有耗散漂移的一类非线性SPDE最优控制的随机最大原理

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摘要

We prove a version of the stochastic maximum principle, in the sense of Pontryagin, for the finite horizon optimal control of a stochastic partial differential equation driven by an infinite-dimensional additive noise. In particular, we treat the case in which the nonlinear term is of Nemytskii type, dissipative, and with polynomial growth. The performance functional to be optimized is fairly general and may depend on point evaluation of the controlled equation. The results can be applied to a large class of nonlinear parabolic equations such as reaction-diffusion equations.
机译:在庞特里亚金的意义上,我们证明了随机极大原理的一种形式,用于由无限维加性噪声驱动的随机偏微分方程的有限水平最优控制。特别是,我们处理非线性项为Nemytskii类型,耗散且具有多项式增长的情况。要优化的性能函数相当笼统,可能取决于受控方程的点评估。该结果可以应用于一大类非线性抛物线方程,例如反应扩散方程。

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