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Authors: Marcos Cardinot ; Colm O'Riordan and Josephine Griffith

Affiliation: National University of Ireland Galway, Ireland

Keyword(s): Coevolution, Optional Prisoner’s Dilemma Game, Spatial Environment, Evolutionary Game Theory.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Artificial Life ; Computational Intelligence ; Enterprise Information Systems ; Evolutionary Computing ; Game Theory Applications ; Soft Computing

Abstract: In this paper, the Optional Prisoner’s Dilemma game in a spatial environment, with coevolutionary rules for both the strategy and network links between agents, is studied. Using a Monte Carlo simulation approach, a number of experiments are performed to identify favourable configurations of the environment for the emergence of cooperation in adverse scenarios. Results show that abstainers play a key role in the protection of cooperators against exploitation from defectors. Scenarios of cyclic competition and of full dominance of cooperation are also observed. This work provides insights towards gaining an in-depth understanding of the emergence of cooperative behaviour in real-world systems.

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Paper citation in several formats:
Cardinot, M.; O'Riordan, C. and Griffith, J. (2016). The Optional Prisoner's Dilemma in a Spatial Environment: Coevolving Game Strategy and Link Weights. In Proceedings of the 8th International Joint Conference on Computational Intelligence (IJCCI 2016) - ECTA; ISBN 978-989-758-201-1, SciTePress, pages 86-93. DOI: 10.5220/0006053900860093

@conference{ecta16,
author={Marcos Cardinot. and Colm O'Riordan. and Josephine Griffith.},
title={The Optional Prisoner's Dilemma in a Spatial Environment: Coevolving Game Strategy and Link Weights},
booktitle={Proceedings of the 8th International Joint Conference on Computational Intelligence (IJCCI 2016) - ECTA},
year={2016},
pages={86-93},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006053900860093},
isbn={978-989-758-201-1},
}

TY - CONF

JO - Proceedings of the 8th International Joint Conference on Computational Intelligence (IJCCI 2016) - ECTA
TI - The Optional Prisoner's Dilemma in a Spatial Environment: Coevolving Game Strategy and Link Weights
SN - 978-989-758-201-1
AU - Cardinot, M.
AU - O'Riordan, C.
AU - Griffith, J.
PY - 2016
SP - 86
EP - 93
DO - 10.5220/0006053900860093
PB - SciTePress

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