分布参数控制系统的多目标优化方法

Q3 Mathematics SPIIRAS Proceedings Pub Date : 2018-10-01 DOI:10.15622/SP.60.3
Эдгар Яковлевич Рапопорт, Юлия Эдгаровна Плешивцева
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引用次数: 6

摘要

提出了具有内部和边界控制作用的线性多维抛物型偏微分方程描述的具有分布参数的确定性和非完全定义被控系统控制过程多准则优化的构造方法。当给定目标最终状态对所要求的被控函数空间分布的均匀逼近精度时,就考虑了优化问题。建议的方法是基于标准化质量标准的极大极小卷积形式的单准则选项,并随后过渡到具有约束的典型变分问题的等效形式。将该方法应用于由无限微分方程组描述的对象的确定性模型,该模型相对于初始边值问题的一系列特征函数中控制量展开的时变模。控制动作的初步参数化的进一步程序,基于解析最优条件和简化到半无限规划问题,允许一个人找到所需的极值使用他们的切比雪夫性质和领域的基本定律,在典型的应用条件下,估计接近目标的最终状态的精度,以一个统一的度量所需的一个。将所得结果推广到分布式系统参数特性区间不确定和多重外部干扰条件下,基于目标轨迹集成保证结果原则的程序控制任务。一个示范的多标准优化的创新技术的金属感应加热前热成形特别感兴趣的例子。将能量消耗、金属结垢损失、加热精度等典型优化准则作为矢量优化准则的组成部分。
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Method of Multiobjective Optimization of Controlled Systems with Distributed Parameters
The constructive method for multicriteria optimization of control processes of deterministic and not fully defined controlled systems with distributed parameters, described by linear multidimensional parabolic partial differential equations with internal and boundary control actions, is proposed. The optimization problem is considered when an uniform approximation accuracy of object’s final state to the required spatial distribution of controlled function is given. The suggested approach is based on the one-criterion option in the form of minimax convolution of the normalized quality criteria and the subsequent transition to the equivalent form of a typical variational problem with constraints. It is applied to the deterministic model of an object described by an infinite system of differential equations with respect to time-dependent modes of the controlled quantity expansion in a series of eigenfunctions of the initial-boundary value problem. Further procedures for the preliminary parametrization of control actions, based on analytical optimum conditions and reduction to semi-infinite programming problems, allow one to find the desired extremals using their Chebyshev properties and fundamental laws of the domain in typical application conditions of estimating the accuracy of approaching the object’s final state to the required one in a uniform metric. The obtained results are extended to the tasks of program control on the principle of guaranteed result by ensembles of object trajectories under conditions of interval uncertainty of the parametric characteristics of the distributed system and multiple external disturbances. A demonstrated example of a multicriteria optimization of an innovation technology of metal induction heating prior a hot forming is of special interest. The typical optimization criteria such as energy consumption, metal loss due to scale formation, and heating accuracy are considered as components of vector optimization criterion.
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来源期刊
SPIIRAS Proceedings
SPIIRAS Proceedings Mathematics-Applied Mathematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
14 weeks
期刊介绍: The SPIIRAS Proceedings journal publishes scientific, scientific-educational, scientific-popular papers relating to computer science, automation, applied mathematics, interdisciplinary research, as well as information technology, the theoretical foundations of computer science (such as mathematical and related to other scientific disciplines), information security and information protection, decision making and artificial intelligence, mathematical modeling, informatization.
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