基于最优控制策略的雅加达新冠肺炎传播数学模型

Q2 Engineering

International Journal on Electrical Engineering and Informatics Pub Date : 2023-03-30 DOI:10.15676/ijeei.2023.15.1.7

Nur Ilmayasinta, P. Riyantoko, Nur Qomariyah Nawafilah, Masruroh Masruroh, Rahma Febriyanti, Hesti Rahayu

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引用次数: 0

摘要

covid - 19在世界各地感染了许多人，这种病毒正在迅速传播。在控制和处理covid -19传播的背景下，需要适当的战略和政策，数学将在这一问题中发挥非常重要的作用，特别是在了解covid -19病毒传播动态的情况下提供相关信息。为遏制目前正在蔓延的新冠肺炎病毒的传播，一些国家实施了大规模的社会限制措施。为了找出以最小成本减少covid -19疾病传播的最佳方法，我们通过实施大规模社会限制并应用最优控制理论建立了covid -19病毒的数学模型。我们提供两种类型的控制:第一种是关于covid-19的教育运动和认识计划，第二种是隔离计划。与不进行最优控制相比，进行最优控制可以使种群S、Sr、O、P、I的数量减少得更显著，恢复的个体数量增加得更显著。

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Mathematical Modeling of Covid-19 Transmission in Jakarta with Optimal Control Strategy

Covid19 has infected many individuals around the world, this virus is spreading rapidly. In the context of controlling and handling the spread of COVID-19, appropriate strategies and policies are needed, mathematics will play a very important role in this problem, especially to provide information about this with an understanding of the dynamics of the transmission of this covid virus. To suppress the spread of the Covid-19 virus which is currently hitting, several countries have implemented large-scale social restrictions. To identify the best approach to reduce of this Covid-19 disease spreading at minimal cost, we developed a mathematical model of the covid 19 virus by implementing large-scale social restrictions and applying optimal control theory. We provide two types of control: the first is in the form of an education campaign about covid-19 and an awareness program, and the second is in the form of a quarantine program. Compared with no optimal control, giving optimal control can provide a more significant reduction in the number of populations S, Sr, O, P, I and increase the number of individual populations that recover more significantly.

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来源期刊

International Journal on Electrical Engineering and Informatics Engineering-Engineering (all)

CiteScore

2.70

自引率

0.00%

发文量

审稿时长

20 weeks

期刊介绍： International Journal on Electrical Engineering and Informatics is a peer reviewed journal in the field of electrical engineering and informatics. The journal is published quarterly by The School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Indonesia. All papers will be blind reviewed. Accepted papers will be available on line (free access) and printed version. No publication fee. The journal publishes original papers in the field of electrical engineering and informatics which covers, but not limited to, the following scope : Power Engineering Electric Power Generation, Transmission and Distribution, Power Electronics, Power Quality, Power Economic, FACTS, Renewable Energy, Electric Traction, Electromagnetic Compatibility, Electrical Engineering Materials, High Voltage Insulation Technologies, High Voltage Apparatuses, Lightning Detection and Protection, Power System Analysis, SCADA, Electrical Measurements Telecommunication Engineering Antenna and Wave Propagation, Modulation and Signal Processing for Telecommunication, Wireless and Mobile Communications, Information Theory and Coding, Communication Electronics and Microwave, Radar Imaging, Distributed Platform, Communication Network and Systems, Telematics Services, Security Network, and Radio Communication. Computer Engineering Computer Architecture, Parallel and Distributed Computer, Pervasive Computing, Computer Network, Embedded System, Human—Computer Interaction, Virtual/Augmented Reality, Computer Security, VLSI Design-Network Traffic Modeling, Performance Modeling, Dependable Computing, High Performance Computing, Computer Security.