Approximate Solution to the Problem of Optimal Scalar Control with Terminal-Phase Constraints Based on Evolutionary Computations

IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
A. F. Antipin, E. V. Antipina, S. A. Mustafina
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Abstract

A numerical algorithm is developed for searching for an approximate solution to the optimal control problem in the presence of terminal-phase constraints. In general, the formulation of the optimal control problem with terminal-phase constraints is presented, in which the control is a limited piecewise constant function. To solve the problem, a step-by-step algorithm is formulated, which is based on the methods of penalties and differential evolution. Based on this algorithm, a program is created with the help of which a computational experiment is carried out for the catalytic reaction of the synthesis of benzylidenebenzylamine. The temperature profile of the process, which provides the highest concentration of the target substance with restrictions on the conversion of the starting substances, is determined.

Abstract Image

基于进化计算的终端相位约束条件下最佳标量控制问题的近似解决方案
摘要 针对存在终端相位约束的最优控制问题,提出了一种寻找近似解的数值算法。一般而言,本文提出了具有末端相位约束条件的最优控制问题的公式,其中控制是一个有限的片式常数函数。为解决该问题,提出了一种基于惩罚和微分演化方法的分步算法。在此算法的基础上,创建了一个程序,并借助该程序对苯亚甲基苄胺合成的催化反应进行了计算实验。确定了过程的温度曲线,该曲线可在限制起始物质转化的情况下提供最高浓度的目标物质。
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来源期刊
Journal of Computer and Systems Sciences International
Journal of Computer and Systems Sciences International 工程技术-计算机:控制论
CiteScore
1.50
自引率
33.30%
发文量
68
审稿时长
6-12 weeks
期刊介绍: Journal of Computer and System Sciences International is a journal published in collaboration with the Russian Academy of Sciences. It covers all areas of control theory and systems. The journal features papers on the theory and methods of control, as well as papers devoted to the study, design, modeling, development, and application of new control systems. The journal publishes papers that reflect contemporary research and development in the field of control. Particular attention is given to applications of computer methods and technologies to control theory and control engineering. The journal publishes proceedings of international scientific conferences in the form of collections of regular journal articles and reviews by top experts on topical problems of modern studies in control theory.
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