Emergence of Simple Characteristics for Heterogeneous Complex Social Agents

Models of interacting social agents often represent agents as very simple entities with a small number of degrees of freedom, as exemplified by binary opinion models for instance. Understanding how such simple individual characteristics may emerge from potentially much more complex agents is thus a...

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Main Author: Eric Bertin
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/12/8/1281
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spelling doaj-ac409f74a3ff4964bfd0640250a6c42f2020-11-25T03:21:33ZengMDPI AGSymmetry2073-89942020-08-01121281128110.3390/sym12081281Emergence of Simple Characteristics for Heterogeneous Complex Social AgentsEric Bertin0Laboratoire Interdisciplinaire de Physique (LIPhy), Univ. Grenoble Alpes, CNRS, LIPHY, F-38000 Grenoble, FranceModels of interacting social agents often represent agents as very simple entities with a small number of degrees of freedom, as exemplified by binary opinion models for instance. Understanding how such simple individual characteristics may emerge from potentially much more complex agents is thus a natural question. It has been proposed recently in [E. Bertin, P. Jensen, C. R. Phys. <b>20</b>, 329 (2019)] that some types of interactions among agents with many internal degrees of freedom may lead to a `simplification’ of agents, which are then effectively described by a small number of internal degrees of freedom. Here, we generalize the model to account for agent intrinsic heterogeneity. We find two different simplification regimes, one dominated by interactions, where agents become simple and identical as in the homogeneous model, and one where agents remain strongly heterogeneous although effectively with simple characteristics.https://www.mdpi.com/2073-8994/12/8/1281sociophysicsstatistical physicsheterogeneityphase transitionglass transition
collection DOAJ
language English
format Article
sources DOAJ
author Eric Bertin
spellingShingle Eric Bertin
Emergence of Simple Characteristics for Heterogeneous Complex Social Agents
Symmetry
sociophysics
statistical physics
heterogeneity
phase transition
glass transition
author_facet Eric Bertin
author_sort Eric Bertin
title Emergence of Simple Characteristics for Heterogeneous Complex Social Agents
title_short Emergence of Simple Characteristics for Heterogeneous Complex Social Agents
title_full Emergence of Simple Characteristics for Heterogeneous Complex Social Agents
title_fullStr Emergence of Simple Characteristics for Heterogeneous Complex Social Agents
title_full_unstemmed Emergence of Simple Characteristics for Heterogeneous Complex Social Agents
title_sort emergence of simple characteristics for heterogeneous complex social agents
publisher MDPI AG
series Symmetry
issn 2073-8994
publishDate 2020-08-01
description Models of interacting social agents often represent agents as very simple entities with a small number of degrees of freedom, as exemplified by binary opinion models for instance. Understanding how such simple individual characteristics may emerge from potentially much more complex agents is thus a natural question. It has been proposed recently in [E. Bertin, P. Jensen, C. R. Phys. <b>20</b>, 329 (2019)] that some types of interactions among agents with many internal degrees of freedom may lead to a `simplification’ of agents, which are then effectively described by a small number of internal degrees of freedom. Here, we generalize the model to account for agent intrinsic heterogeneity. We find two different simplification regimes, one dominated by interactions, where agents become simple and identical as in the homogeneous model, and one where agents remain strongly heterogeneous although effectively with simple characteristics.
topic sociophysics
statistical physics
heterogeneity
phase transition
glass transition
url https://www.mdpi.com/2073-8994/12/8/1281
work_keys_str_mv AT ericbertin emergenceofsimplecharacteristicsforheterogeneouscomplexsocialagents
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