Sensitivity analysis for state constrained optimal control problems

Q4 Engineering
K. Malanowski, Helmut Maurer
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引用次数: 77

Abstract

A family of parameter dependent optimal control poblems for nonlinear ODEs is considered. The problems are subject to pointwise control and state inequality type constraints. It is assumed that, at the reference value of the parameter the reference optimal solution exists and is regular. Regularity conditions are formulated under which the original problems are locally equivalent to some problems subject to equality type constraints only. The classical implicit function theorem is applied to these new problems to investigate Frechet differentiability of the solutions with respect to the parameter. A numerical example is provided.
状态约束最优控制问题的灵敏度分析
研究一类参数相关的非线性ode最优控制问题。这些问题受到点控制和状态不等式类型约束的约束。假设在参数的参考值处存在参考最优解,且该解是正则的。在正则性条件下,原问题局部等价于一些只受等式约束的问题。将经典隐函数定理应用于这些新问题,研究了解对参数的Frechet可微性。给出了数值算例。
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来源期刊
Control and Cybernetics
Control and Cybernetics 工程技术-计算机:控制论
CiteScore
0.50
自引率
0.00%
发文量
0
期刊介绍: The field of interest covers general concepts, theories, methods and techniques associated with analysis, modelling, control and management in various systems (e.g. technological, economic, ecological, social). The journal is particularly interested in results in the following areas of research: Systems and control theory: general systems theory, optimal cotrol, optimization theory, data analysis, learning, artificial intelligence, modelling & identification, game theory, multicriteria optimisation, decision and negotiation methods, soft approaches: stochastic and fuzzy methods, computer science,
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