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Matematicheskoe modelirovanie, 2023, Volume 35, Number 6, Pages 51–62
DOI: https://doi.org/10.20948/mm-2023-06-04
(Mi mm4470)
 

This article is cited in 2 scientific papers (total in 2 papers)

Stochastic model of movement of a group of individuals in a space with boundaries taking into account their social behavior

I. V. Derevich, A. A. Panova

Moscow State Technical University by N.E. Bauman (BMSTU)
Full-text PDF (503 kB) Citations (2)
References:
Abstract: A stochastic model of random movement of a small group of individuals in a confined space with internal obstacles is proposed. The social behavior of individuals in the group is taken into account, which reduces the likelihood of their close physical contact and collisions with internal obstacles. The equations of motion of individuals are written in the form of a system of ordinary stochastic differential equations (SODE). The direction and speed of the desired movement of an individual are described by a random process structured in time. The social behavior and interaction of individuals with obstacles is modeled by effective potential. The SODE system is integrated based on modified Runge–Kutta algorithms. Examples are given of the movement of a small group in a closed gallery with columns in poor visibility conditions, during evacuation from the gallery in case of panic. The viral infection scenario is illustrated by a reduction in the relative distance between an infected individual and susceptible group members.
Keywords: stochastic ordinary differential equations, modified Runge–Kutta algorithm, social dynamics model, color random process, viral infection.
Funding agency Grant number
Russian Science Foundation 23-29-00243
Received: 01.03.2023
Revised: 01.03.2023
Accepted: 17.04.2023
English version:
Mathematical Models and Computer Simulations, 2023, Volume 15, Issue 6, Pages 1084–1091
DOI: https://doi.org/10.1134/S207004822306008X
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: I. V. Derevich, A. A. Panova, “Stochastic model of movement of a group of individuals in a space with boundaries taking into account their social behavior”, Matem. Mod., 35:6 (2023), 51–62; Math. Models Comput. Simul., 15:6 (2023), 1084–1091
Citation in format AMSBIB
\Bibitem{DerPan23}
\by I.~V.~Derevich, A.~A.~Panova
\paper Stochastic model of movement of a group of individuals in a space with boundaries taking into account their social behavior
\jour Matem. Mod.
\yr 2023
\vol 35
\issue 6
\pages 51--62
\mathnet{http://mi.mathnet.ru/mm4470}
\crossref{https://doi.org/10.20948/mm-2023-06-04}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=4566991}
\transl
\jour Math. Models Comput. Simul.
\yr 2023
\vol 15
\issue 6
\pages 1084--1091
\crossref{https://doi.org/10.1134/S207004822306008X}
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  • https://www.mathnet.ru/eng/mm4470
  • https://www.mathnet.ru/eng/mm/v35/i6/p51
  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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    Full-text PDF :30
    References:28
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