Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Maksimov, V. M., Chebotarev, P. Yu.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pleiades Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7672411/
http://dx.doi.org/10.1134/S0005117920100069
_version_ 1783611129605390336
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
work_keys_str_mv AT maksimovvm votingoriginatedsocialdynamicsquartileanalysisofstochasticenvironmentpeculiarities
AT chebotarevpyu votingoriginatedsocialdynamicsquartileanalysisofstochasticenvironmentpeculiarities