Cooperative behavior in pre-state societies: an agent based approach to the Axum civilization

Introduction This study intends to test the hypothesis that, contrary to traditional interpretation, the social structure of the polity of Aksum–especially in its early stages–was not characterized by a vertical hierarchy with highly centralized administrative power, and that the leaders mentioned in the few available inscriptions were predominantly ritual leaders with religious rather than coercive political authority. This hypothesis, suggested by the available archaeological evidence, is grounded in Charles Stanish's model, which posits that pre-state societies could achieve cooperative behavior without the presence of coercive authority. Methods Using agent-based modeling applied to data inspired by the Aksum civilization, we examine the dynamics of cooperation in the presence and absence of a Public Goods Game. Results Results show that while cooperative behavior can emerge in the short term without coercive power, it may not be sustainable over the long term, suggesting a need for centralized authority to foster stable, complex societies. Discussion These findings provide insights into the evolutionary pathways that lead to state formation and complex social structures.

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Journal
Frontiers in Complex Systems
Published
2025-06-18
DOI
https://doi.org/10.3389/fcpxs.2025.1590952
Primary Topic
Evolutionary Game Theory and Cooperation
Type
article
Field-Weighted Citation Impact
0.00

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article

Cooperative behavior in pre-state societies: an agent based approach to the Axum civilization

Gilda Ferrandino, Riccardo Vasellini, Luisa Sernicola, Chiara Mocenni et al.
1 links
Frontiers in Complex Systems
Evolutionary Game Theory and Cooperation
article

Cooperative behavior in pre-state societies: an agent based approach to the Axum civilization

Gilda Ferrandino, Riccardo Vasellini, Luisa Sernicola, Chiara Mocenni, Daniele Vilone
article en

Abstract

Introduction This study intends to test the hypothesis that, contrary to traditional interpretation, the social structure of the polity of Aksum–especially in its early stages–was not characterized by a vertical hierarchy with highly centralized administrative power, and that the leaders mentioned in the few available inscriptions were predominantly ritual leaders with religious rather than coercive political authority. This hypothesis, suggested by the available archaeological evidence, is grounded in Charles Stanish's model, which posits that pre-state societies could achieve cooperative behavior without the presence of coercive authority. Methods Using agent-based modeling applied to data inspired by the Aksum civilization, we examine the dynamics of cooperation in the presence and absence of a Public Goods Game. Results Results show that while cooperative behavior can emerge in the short term without coercive power, it may not be sustainable over the long term, suggesting a need for centralized authority to foster stable, complex societies. Discussion These findings provide insights into the evolutionary pathways that lead to state formation and complex social structures.

Frontiers in Complex SystemsVol. 3
University of Siena (IT), University of Naples - L'Orientale (IT), Institute of Cognitive Sciences and Technologies (IT), Universidad Carlos III de Madrid (ES)
Università degli Studi di Napoli Federico II, Università degli Studi di Siena
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Openalex Percentile: Top 81%
Evolutionary Game Theory and Cooperation
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Cooperative behavior in pre-state societies: an agent based approach to the Axum civilization — Gilda Ferrandino, Riccardo Vasellini, et al. · Frontiers in Complex Systems (2025) | TGRS Research Map | TGRS