预算约束无限视界最优控制问题的伪谱方法

Angie Burtchen, Valeriya Lykina, S. Pickenhain
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摘要

本文对文献[17]中提出的间接伪谱法进行了推广,用于预算约束无限水平最优控制问题的数值解。在加权泛函空间框架下考虑问题表述,可以很好地逼近伴随变量的初值,这是获得良好数值解的必然条件。最后将该方法应用于预算约束线性二次型调节器模型。通过一个算例说明了近似解的性质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A pseudospectral method for budget-constrained infinite horizon optimal control problems
In this paper a generalization of the indirect pseudo-spectral method, presented in [17], for the numerical solution of budget-constrained infinite horizon optimal control problems is presented. Consideration of the problem statement in the framework of weighted functional spaces allows to arrive at a good approximation for the initial value of the adjoint variable, which is inevitable for obtaining good numerical solutions. The presented method is illustrated by applying it to the budget-constrained linear-quadratic regulator model. The quality of approximate solutions is demonstrated by an example.
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