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Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities
The model of voting originated social dynamics in a stochastic environment (the ViSE model) is considered. Within this model, the influence of the heaviness of distribution tails on the effectiveness of egoistic and altruistic strategies in terms of maximizing two criteria, the average capital incre...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pleiades Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672411/ http://dx.doi.org/10.1134/S0005117920100069 |
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author | Maksimov, V. M. Chebotarev, P. Yu. |
author_facet | Maksimov, V. M. Chebotarev, P. Yu. |
author_sort | Maksimov, V. M. |
collection | PubMed |
description | The model of voting originated social dynamics in a stochastic environment (the ViSE model) is considered. Within this model, the influence of the heaviness of distribution tails on the effectiveness of egoistic and altruistic strategies in terms of maximizing two criteria, the average capital increment and the number of non-bankrupt participants, is investigated. Homogeneous societies and four types of distributions used to generate proposals (Gaussian, logistic, Student’s with 3 degrees of freedom, and symmetrized Pareto distributions) are studied. To assess the effect of tail heaviness, all distributions are unified by quartile using scatter. Such an approach can be used to compare the heavy-tailed distributions that are commensurable by density with other distributions under consideration on an interval containing 90% of observations. |
format | Online Article Text |
id | pubmed-7672411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Pleiades Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-76724112020-11-18 Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities Maksimov, V. M. Chebotarev, P. Yu. Autom Remote Control Optimization, System Analysis, and Operations Research The model of voting originated social dynamics in a stochastic environment (the ViSE model) is considered. Within this model, the influence of the heaviness of distribution tails on the effectiveness of egoistic and altruistic strategies in terms of maximizing two criteria, the average capital increment and the number of non-bankrupt participants, is investigated. Homogeneous societies and four types of distributions used to generate proposals (Gaussian, logistic, Student’s with 3 degrees of freedom, and symmetrized Pareto distributions) are studied. To assess the effect of tail heaviness, all distributions are unified by quartile using scatter. Such an approach can be used to compare the heavy-tailed distributions that are commensurable by density with other distributions under consideration on an interval containing 90% of observations. Pleiades Publishing 2020-11-18 2020 /pmc/articles/PMC7672411/ http://dx.doi.org/10.1134/S0005117920100069 Text en © Pleiades Publishing, Inc. 2020 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 | Optimization, System Analysis, and Operations Research Maksimov, V. M. Chebotarev, P. Yu. Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities |
title | Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities |
title_full | Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities |
title_fullStr | Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities |
title_full_unstemmed | Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities |
title_short | Voting Originated Social Dynamics: Quartile Analysis of Stochastic Environment Peculiarities |
title_sort | voting originated social dynamics: quartile analysis of stochastic environment peculiarities |
topic | Optimization, System Analysis, and Operations Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672411/ http://dx.doi.org/10.1134/S0005117920100069 |
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