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Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation
This article continues a series of works devoted to the creation of large agent-based models, built as an artificial society, and the development of software for their implementation—the MÖBIUS design system for scalable agent-based models. The basic core of the system is a demographic model that si...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pleiades Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395919/ https://www.ncbi.nlm.nih.gov/pubmed/36035028 http://dx.doi.org/10.1134/S1019331622030182 |
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author | Makarov, V. L. Bakhtizin, A. R. Sushko, E. D. Sushko, G. B. |
author_facet | Makarov, V. L. Bakhtizin, A. R. Sushko, E. D. Sushko, G. B. |
author_sort | Makarov, V. L. |
collection | PubMed |
description | This article continues a series of works devoted to the creation of large agent-based models, built as an artificial society, and the development of software for their implementation—the MÖBIUS design system for scalable agent-based models. The basic core of the system is a demographic model that simulates the natural movement of the population. A new stage in the development of the work discussed in this article was the creation on the basis of this core of an agent-based model of Russia, which includes families as agents of a new type, hierarchically connected with human agents. In addition, objects of a new type were introduced into the model—projects that provide for the creation in an artificial environment of analogues of complex control actions aimed at stimulating fertility. Developed on the basis of simulating the reaction of individual families to the introduced regional support measures, the model makes it possible to track their impact on key demographic indicators. The agent-based model of Russia was tested on data for a long retrospective period using the example of the launch of maternal capital programs and showed good agreement with official statistics. |
format | Online Article Text |
id | pubmed-9395919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Pleiades Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-93959192022-08-23 Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation Makarov, V. L. Bakhtizin, A. R. Sushko, E. D. Sushko, G. B. Her Russ Acad Sci From the Researcher’s Notebook This article continues a series of works devoted to the creation of large agent-based models, built as an artificial society, and the development of software for their implementation—the MÖBIUS design system for scalable agent-based models. The basic core of the system is a demographic model that simulates the natural movement of the population. A new stage in the development of the work discussed in this article was the creation on the basis of this core of an agent-based model of Russia, which includes families as agents of a new type, hierarchically connected with human agents. In addition, objects of a new type were introduced into the model—projects that provide for the creation in an artificial environment of analogues of complex control actions aimed at stimulating fertility. Developed on the basis of simulating the reaction of individual families to the introduced regional support measures, the model makes it possible to track their impact on key demographic indicators. The agent-based model of Russia was tested on data for a long retrospective period using the example of the launch of maternal capital programs and showed good agreement with official statistics. Pleiades Publishing 2022-08-22 2022 /pmc/articles/PMC9395919/ /pubmed/36035028 http://dx.doi.org/10.1134/S1019331622030182 Text en © Pleiades Publishing, Ltd. 2022, ISSN 1019-3316, Herald of the Russian Academy of Sciences, 2022, Vol. 92, No. 3, pp. 268–275. © Pleiades Publishing, Ltd., 2022.Russian Text © The Author(s), 2022, published in Vestnik Rossiiskoi Akademii Nauk, 2022, Vol. 92, No. 5, pp. 458–466. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | From the Researcher’s Notebook Makarov, V. L. Bakhtizin, A. R. Sushko, E. D. Sushko, G. B. Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation |
title | Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation |
title_full | Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation |
title_fullStr | Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation |
title_full_unstemmed | Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation |
title_short | Creation of a Supercomputer Simulation of a Society with Different Types of Active Agents and Its Approbation |
title_sort | creation of a supercomputer simulation of a society with different types of active agents and its approbation |
topic | From the Researcher’s Notebook |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395919/ https://www.ncbi.nlm.nih.gov/pubmed/36035028 http://dx.doi.org/10.1134/S1019331622030182 |
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