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Proceedings of the Institute for System Programming of the RAS, 2024, Volume 36, Issue 5, Pages 219–226
DOI: https://doi.org/10.15514/ISPRAS-2024-36(5)-15
(Mi tisp933)
 

Cellular automaton approach for the urban planning influence estmation on the social and economic indicators while a disease spreading

S. A. Elistratovab

a Ivannikov Institute for System Programming of the RAS
b Institute of Mathematics of Siberian Branch of the RAS
Abstract: The aim was to investigate how does a city configuration influence on a lethal disease spread. For this purpose, several configurations for subareas with high and low population density are considered. The spread was simulated via a stochastic cellular automata approach, with the main indicators being determined as average over a set of runnings. Since the automaton was based on a SIRS model, as an economic indicator we used the simultaneous sick number, as a social – cumulative dead number. In addition, we considered Manshift losses as a cost loss parameter. The simulation results yield that for the minimal dead number and economic losses it is preferable to use a regular grid of square-shaped low-density subareas. Despite the model suggested indicates that the city planning is important for the pandemic damage minimization which can be reduced due to smart urban development policy.
Keywords: imitational modeling, cellular automata, epidemiology.
Funding agency Grant number
Russian Science Foundation 23-71-10068
The work was supported by Russian Science Foundation (project 23-71-10068).
Document Type: Article
Language: Russian
Citation: S. A. Elistratov, “Cellular automaton approach for the urban planning influence estmation on the social and economic indicators while a disease spreading”, Proceedings of ISP RAS, 36:5 (2024), 219–226
Citation in format AMSBIB
\Bibitem{Eli24}
\by S.~A.~Elistratov
\paper Cellular automaton approach for the urban planning influence estmation on the social and economic indicators while a disease spreading
\jour Proceedings of ISP RAS
\yr 2024
\vol 36
\issue 5
\pages 219--226
\mathnet{http://mi.mathnet.ru/tisp933}
\crossref{https://doi.org/10.15514/ISPRAS-2024-36(5)-15}
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