Optimal Control for Coupled Sweeping Processes Under Minimal Assumptions

IF 1.7 2区 数学 Q2 MATHEMATICS, APPLIED
Samara Chamoun, Vera Zeidan
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引用次数: 0

Abstract

In this paper, the study of nonsmooth optimal control problems (P) involving a controlled sweeping process with three main characteristics is launched. First, the sweeping sets are nonsmooth, time-dependent, and uniformly prox-regular. Second, the sweeping process is coupled with a controlled differential equation. Third, a joint-state endpoints constraint set S is present. This general model incorporates different important controlled submodels, such as a class of second order sweeping processes, and coupled evolution variational inequalities. A full form of the nonsmooth Pontryagin maximum principle for strong local minimizers in (P) is derived for bounded or unbounded moving sweeping sets satisfying local constraint qualifications (CQ) without any additional restriction. The existence and uniqueness of a Lipschitz solution for the Cauchy problem of our dynamic is established and the existence of an optimal solution for (P) is obtained. Two of the novelties in achieving the first goal are (i) the construction of a problem over truncated sweeping sets and truncated joint endpoints constraint set that has the same strong local minimizer as (P) and its (CQ) automatically holds, and (ii) the complete redesign of the exponential-penalty approximation technique for problems with moving sweeping sets that do not require any special assumption on the sets, their corners, or on the gradients of their generators. The utility of the optimality conditions is illustrated with an example.

最小假设下耦合扫瞄过程的最优控制
本文研究了具有三个主要特征的受控扫瞄过程的非光滑最优控制问题。首先,扫描集是非光滑的、时间相关的、均匀的准规则的。其次,清扫过程与受控微分方程耦合。第三,给出了一个联合状态端点约束集S。该一般模型包含不同的重要控制子模型,如一类二阶横扫过程和耦合演化变分不等式。对于满足局部约束条件(CQ)而没有任何附加限制的有界或无界移动扫描集,导出了(P)中强局部极小值的非光滑Pontryagin极大原理的完整形式。建立了该动态方程Cauchy问题的Lipschitz解的存在唯一性,得到了(P)的最优解的存在性。实现第一个目标的两个新颖之处是:(i)在截断扫描集和截断联合端点约束集上构造一个问题,该问题具有与(P)及其(CQ)相同的强局部最小值,并且(ii)对具有移动扫描集的问题的指数惩罚近似技术进行了完全的重新设计,该技术不需要对集合、它们的角或它们的生成器的梯度进行任何特殊假设。通过一个实例说明了最优性条件的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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