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Optimal control of noninstantaneous impulsive differential equations

机译:非瞬时脉冲微分方程的最优控制

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In this paper, we study optimal control problems for a new class of noninstantaneous impulsive differential equations arising from the dynamics of evolution processes in pharmacotherapy. We construct a suitable control function, which allows us to characterize the structure of controllability by using the terminal time subinterval instead of the global time interval. We apply fixed point approach to show the controllability results that are the foundation of optimal control theory. Next, we study existence of optimal control problems for a certain quadratic functional acting as the performance index. In addition, we design ILC updating laws for deterministic impulsive systems to generate a sequence of control functions to approximate the optimal control function. Further, we extend the deterministic results to random case by designing ILC updating laws with randomly varying trial length. Finally, several examples are given to demonstrate the validity of theoretical results and design methods. Here, we remark that ILC updating algorithm is adopted to find a desired optimal control for impulsive systems, which provides another effective way to solve optimization problem via computer techniques. (C) 2017 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
机译:在本文中,我们研究了新的一类非瞬时脉冲微分方程的最优控制问题,该问题由药物治疗的演化过程引起。我们构造了一个合适的控制函数,该函数允许我们使用终端时间子间隔而不是全局时间间隔来表征可控制性的结构。我们采用定点方法来显示可控性结果,这是最优控制理论的基础。接下来,我们研究作为性能指标的某个二次函数的最优控制问题的存在。此外,我们为确定性脉冲系统设计ILC更新定律,以生成一系列控制函数以逼近最佳控制函数。此外,我们通过设计具有随机变化的试用时间的ILC更新定律,将确定性结果扩展到随机情况。最后,通过几个例子说明理论结果和设计方法的正确性。在此,我们指出采用ILC更新算法为脉冲系统找到理想的最优控制,这为通过计算机技术解决优化问题提供了另一种有效途径。 (C)2017富兰克林研究所。由Elsevier Ltd.出版。保留所有权利。

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  • 来源
    《Journal of the Franklin Institute》 |2017年第17期|7668-7698|共31页
  • 作者单位

    Guizhou Univ, Dept Math, Guiyang 550025, Guizhou, Peoples R China;

    Guizhou Univ, Dept Math, Guiyang 550025, Guizhou, Peoples R China;

    Xiangtan Univ, Dept Math, Xiangtan 411105, Hunan, Peoples R China|King Abdulaziz Univ, Fac Sci, Nonlinear Anal & Appl Math NAAM Res Grp, Jeddah 21589, Saudi Arabia;

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  • 入库时间 2022-08-18 02:57:40

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