解一类弱间断最优控制问题的一个自适应拟谱方法
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(重庆交通大学数学与统计学院,重庆400074)

作者简介:

秦廷华(1982-), 男, 讲师, 博士, 从事最优控制、数值计算等研究.

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E-mail: qintinghua@126.com

中图分类号:

TP273

基金项目:

重庆交通大学校内科学基金课题(15JDKJC-A010).


An adaptive pseudospectral method for solving a class of weakly discontinuous optimal control problems
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(School of Mathematics and Statistics,Chongqing Jiaotong University,Chongqing 400074,China)

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    摘要:

    针对弱间断最优控制问题,提出一种自适应拟谱方法.利用一些点序列分割时间区间为若干子区间;控制和状态函数使用分段连续多项式逼近;以数值解的收敛性为基础,证明分割时间区间的点序列可以收敛到弱间断点;依据柯西收敛原理,弱间断点位置可以由前述点序列的变化来估计,据此设计误差指示量以调整子区间和逼近多项式次数.在数值算例中,通过与两种拟谱方法比较,所提出方法在精度和效率上都有更好的表现.

    Abstract:

    Aiming to the weakly discontinuous optimal control problems, an adaptive pseudospectral method is proposed. Some point sequences divide the time interval into several subintervals. The control and state functions are considered as piecewise continuous polynomials. On the foundation of the convergence of numerical solutions, it is proved that the point sequences dividing the time interval can converge to the weakly discontinuous points. According to the Cauchy convergence principle, the positions of the weakly discontinuous points can be estimated by the changes of the foregoing point sequences, and therefore an error indicator is designed to adjust the subintervals and the degrees of the approximating polynomials. Several examples are given to compare the proposed method with two pseudospectral methods, and the results show that the accuracy and effectiveness of the proposed method outperform those of the other two methods.

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秦廷华.解一类弱间断最优控制问题的一个自适应拟谱方法[J].控制与决策,2017,32(6):1097-1102

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  • 在线发布日期: 2017-06-16
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