The Symbolic Description of Feedbacks in Nonlinear Control Problems with a Parameter Using Approximation Theory Methods

被引:0
|
作者
Danik, Yulia [1 ]
Dmitriev, Mikhail [1 ]
机构
[1] Fed Res Ctr Comp Sci & Control FRC CSC RAS, Moscow, Russia
基金
俄罗斯科学基金会;
关键词
SDDRE; Small parameter; Two-point Pade approximations; Asymptotic expansions; Extrapolation procedures;
D O I
10.1007/978-3-031-56496-3_10
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper the algorithms for constructing parametric families of solutions for several classes of nonlinear dynamic problems on a finite time interval with a parameter on the basis of the state-dependent differential Riccati equation (SDDRE) approach and the Pade approximation (PA) are developed. Two-point Pade approximations of the differential Riccati equation solution are constructed using the pairs of local asymptotic approximations: for small and large values of the parameter and asymptotic approximations in the neighborhood of some fixed points. Pade approximations are applicable in a wider interval of parameter variation, then local asymptotic approximations. The proposed algorithms also use the approximation theory techniques, such as extrapolations and spline approximations and optimization. The possibility for increasing the accuracy of approximations and the improvement of the interpolation and extrapolation properties of two-point Spline Pade approximations (SPA) in comparison with local asymptotic approximations, SDDRE regulator is demonstrated on numerical experiments.
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页码:121 / 135
页数:15
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