Discrete Approximations and Optimality Conditions for Controlled Free-Time Sweeping Processes

IF 1.6 2区 数学 Q2 MATHEMATICS, APPLIED Applied Mathematics and Optimization Pub Date : 2024-02-16 DOI:10.1007/s00245-024-10108-7
Giovanni Colombo, Boris S. Mordukhovich, Dao Nguyen, Trang Nguyen
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Abstract

The paper is devoted to the study of a new class of optimal control problems governed by discontinuous constrained differential inclusions of the sweeping type involving the duration of the dynamic process into optimization. We develop a novel version of the method of discrete approximations of its own qualitative and numerical values with establishing its well-posedness and strong convergence to optimal solutions of the controlled sweeping process. Using advanced tools of first-order and second-order variational analysis and generalized differentiation allows us to derive new necessary conditions for optimal solutions of the discrete-time problems and then, by passing to the limit in the discretization procedure, for designated local minimizers in the original problem of sweeping optimal control. The obtained results are illustrated by a numerical example.

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受控自由时间扫频过程的离散逼近和最优条件
本文致力于研究一类新的最优控制问题,该问题由涉及动态过程持续时间优化的扫频类型不连续约束微分夹杂物所控制。我们开发了一种新版本的离散近似方法,该方法本身具有定性和定量价值,并能很好地求解和很好地收敛于受控扫频过程的最优解。利用先进的一阶和二阶变分分析及广义微分工具,我们可以为离散时间问题的最优解推导出新的必要条件,然后通过离散化过程中的极限,为扫频最优控制原始问题中的指定局部最小值推导出新的必要条件。我们将通过一个数值示例来说明所获得的结果。
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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
103
审稿时长
>12 weeks
期刊介绍: The Applied Mathematics and Optimization Journal covers a broad range of mathematical methods in particular those that bridge with optimization and have some connection with applications. Core topics include calculus of variations, partial differential equations, stochastic control, optimization of deterministic or stochastic systems in discrete or continuous time, homogenization, control theory, mean field games, dynamic games and optimal transport. Algorithmic, data analytic, machine learning and numerical methods which support the modeling and analysis of optimization problems are encouraged. Of great interest are papers which show some novel idea in either the theory or model which include some connection with potential applications in science and engineering.
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