Accuracy Estimates for Bilinear Optimal Control Problems Governed by Ordinary Differential Equations

IF 1.4 4区 数学 Q2 MATHEMATICS, APPLIED Numerical Functional Analysis and Optimization Pub Date : 2023-03-31 DOI:10.1080/01630563.2023.2192776
Jacob Körner, A. Borzì
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Abstract

Abstract First- and second-order accuracy estimates for an optimal control problem governed by a system of ordinary differential equations with a bilinear control mechanism are presented. The numerical time discretization scheme under consideration is the finite element method with continuous piecewise linear functions. Central to this work is a first- and second-order analysis of optimality of the continuous and approximated optimal control problems. In the case of box constraints on the control, first-order error estimates for the control function are obtained assuming a piecewise constant approximation of the control, whereas second-order accuracy can be obtained in the case of a continuous, piecewise polynomial approximation. Numerical evidence is presented that supports the theoretical findings.
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常微分方程双线性最优控制问题的精度估计
摘要给出了一类具有双线性控制机构的常微分方程组最优控制问题的一阶和二阶精度估计。所考虑的数值时间离散方案是具有连续分段线性函数的有限元法。这项工作的核心是连续和近似最优控制问题的一阶和二阶最优性分析。在控制框约束的情况下,控制函数的一阶误差估计是在假设控制的分段常数近似值的情况下得到的,而在连续的、分段多项式近似值的情况下可以得到二阶精度。数值证据支持理论发现。
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来源期刊
CiteScore
2.40
自引率
8.30%
发文量
74
审稿时长
6-12 weeks
期刊介绍: Numerical Functional Analysis and Optimization is a journal aimed at development and applications of functional analysis and operator-theoretic methods in numerical analysis, optimization and approximation theory, control theory, signal and image processing, inverse and ill-posed problems, applied and computational harmonic analysis, operator equations, and nonlinear functional analysis. Not all high-quality papers within the union of these fields are within the scope of NFAO. Generalizations and abstractions that significantly advance their fields and reinforce the concrete by providing new insight and important results for problems arising from applications are welcome. On the other hand, technical generalizations for their own sake with window dressing about applications, or variants of known results and algorithms, are not suitable for this journal. Numerical Functional Analysis and Optimization publishes about 70 papers per year. It is our current policy to limit consideration to one submitted paper by any author/co-author per two consecutive years. Exception will be made for seminal papers.
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