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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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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