Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022:198:706-711.
doi: 10.1016/j.procs.2021.12.310. Epub 2022 Jan 26.

On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine

Dmytro Chumachenko  1 , Ievgen Meniailov  1 , Kseniia Bazilevych  1 , Tetyana Chumachenko  2 , Sergiy Yakovlev  1
Affiliations

On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine

Dmytro Chumachenko et al. Procedia Comput Sci. 2022.

Abstract

COVID-19 has impacted all areas of human activity around the world. Modern society has not faced such a challenge. Affordable travel and flights between continents allowed the virus to rapidly spread to all corners of the world. An effective tool for the development of anti-epidemic measures is mathematical modeling. The paper proposes a simulation model of COVID-19 propagation based on an agent-based approach. The case of the spread of the epidemic process before vaccination is considered. To verify the model, we used the data of official statistics on the incidence of COVID-19 in Ukraine, provided by the Center for Public Health of the Ministry of Health of Ukraine. The constructed model makes it possible to identify the factors influencing the development of the COVID-19 epidemic in a certain area.

Keywords: Agent-based simulation; COVID-19; compartement model; epidemic model; epidemic process.

PubMed Disclaimer

References

    1. Kozko Volodymyr, et al. “Pathomorphological peculiarities of tuberculous meningoencephalitis associated with HIV infection.”. Interventional Medicine and Applied Science. 2017;9(3):144–149. - PMC - PubMed
    1. Izonin Ivan, et al. “Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method.”. Mathematical Biosciences and Engineering. 2021;18(3):2599–2613. - PubMed
    1. Fedushko Solomiia, Ustyianovych Taras. “Operational Intelligence Software Concepts for Continuous Healthcare Monitoring and Consolidated Data Storage Ecosystem.”. Advances in Intelligent Systems and Computing. 2021;1247:545–557.
    1. Murata, Tadahiko and Yamashita, Kanta (2021) “Estimating the Effect of COVID-19 Contact Tracing Application Using Agent-Based Simulation” 2021 5th IEEE International Conference on Cybernetics (CYBCONF), 120-125.
    1. Davidich Natalia, et al. “Projecting of urban transport infrastructure considering the human factor.”. Communications – Scientific Letters of the University of Zilina. 2020;22(1):84–94.

LinkOut - more resources