Optimal control problem for viscous systems of conservation laws, with geometric parameter, and application to the Shallow-Water equations

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2019-09-24 DOI:10.4171/ifb/424
Sébastien Court, K. Kunisch, Laurent Pfeiffer
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引用次数: 4

Abstract

A theoretical framework and numerical techniques to solve optimal control problems with a spatial trace term in the terminal cost and governed by regularized nonlinear hyperbolic conservation laws are provided. Depending on the spatial dimension, the set at which the optimum of the trace term is reached under the action of the control function can be a point, a curve or a hypersurface. The set is determined by geometric parameters. Theoretically the lack of a convenient functional framework in the context of optimal control for hyperbolic systems leads us to consider a parabolic regularization for the state equation, in order to derive optimality conditions. For deriving these conditions, we use a change of variables encoding the sensitivity with respect to the geometric parameters. As illustration, we consider the shallow-water equations with the objective of maximizing the height of the wave at the final time, a wave whose location and shape are optimized via the geometric parameters. Numerical results are obtained in 1D and 2D, using finite difference schemes, combined with an immersed boundary method for iterating the geometric parameters.
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具有几何参数的守恒粘性系统的最优控制问题及其在浅水方程中的应用
给出了解决终端成本中有空间迹项且受正则化非线性双曲守恒律约束的最优控制问题的理论框架和数值方法。根据空间维度的不同,轨迹项在控制函数作用下达到最优的集合可以是点、曲线或超曲面。该集合由几何参数决定。理论上,在双曲系统最优控制的背景下缺乏方便的泛函框架,导致我们考虑对状态方程进行抛物正则化,以导出最优性条件。为了推导这些条件,我们使用变量的变化来编码相对于几何参数的灵敏度。为了说明这一点,我们考虑了浅水方程,其目的是在最后时刻最大化波浪的高度,波浪的位置和形状通过几何参数进行优化。采用有限差分格式,结合浸入边界法迭代几何参数,得到了一维和二维的数值结果。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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