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Population Fluctuation Promotes Cooperation in Networks

We consider the problem of explaining the emergence and evolution of cooperation in dynamic network-structured populations. Building on seminal work by Poncela et al., which shows how cooperation (in one-shot prisoner’s dilemma) is supported in growing populations by an evolutionary preferential att...

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Autores principales: Miller, Steve, Knowles, Joshua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4462070/
https://www.ncbi.nlm.nih.gov/pubmed/26061705
http://dx.doi.org/10.1038/srep11054
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author Miller, Steve
Knowles, Joshua
author_facet Miller, Steve
Knowles, Joshua
author_sort Miller, Steve
collection PubMed
description We consider the problem of explaining the emergence and evolution of cooperation in dynamic network-structured populations. Building on seminal work by Poncela et al., which shows how cooperation (in one-shot prisoner’s dilemma) is supported in growing populations by an evolutionary preferential attachment (EPA) model, we investigate the effect of fluctuations in the population size. We find that a fluctuating model – based on repeated population growth and truncation – is more robust than Poncela et al.’s in that cooperation flourishes for a wider variety of initial conditions. In terms of both the temptation to defect, and the types of strategies present in the founder network, the fluctuating population is found to lead more securely to cooperation. Further, we find that this model will also support the emergence of cooperation from pre-existing non-cooperative random networks. This model, like Poncela et al.’s, does not require agents to have memory, recognition of other agents, or other cognitive abilities, and so may suggest a more general explanation of the emergence of cooperation in early evolutionary transitions, than mechanisms such as kin selection, direct and indirect reciprocity.
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spelling pubmed-44620702015-06-12 Population Fluctuation Promotes Cooperation in Networks Miller, Steve Knowles, Joshua Sci Rep Article We consider the problem of explaining the emergence and evolution of cooperation in dynamic network-structured populations. Building on seminal work by Poncela et al., which shows how cooperation (in one-shot prisoner’s dilemma) is supported in growing populations by an evolutionary preferential attachment (EPA) model, we investigate the effect of fluctuations in the population size. We find that a fluctuating model – based on repeated population growth and truncation – is more robust than Poncela et al.’s in that cooperation flourishes for a wider variety of initial conditions. In terms of both the temptation to defect, and the types of strategies present in the founder network, the fluctuating population is found to lead more securely to cooperation. Further, we find that this model will also support the emergence of cooperation from pre-existing non-cooperative random networks. This model, like Poncela et al.’s, does not require agents to have memory, recognition of other agents, or other cognitive abilities, and so may suggest a more general explanation of the emergence of cooperation in early evolutionary transitions, than mechanisms such as kin selection, direct and indirect reciprocity. Nature Publishing Group 2015-06-10 /pmc/articles/PMC4462070/ /pubmed/26061705 http://dx.doi.org/10.1038/srep11054 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Miller, Steve
Knowles, Joshua
Population Fluctuation Promotes Cooperation in Networks
title Population Fluctuation Promotes Cooperation in Networks
title_full Population Fluctuation Promotes Cooperation in Networks
title_fullStr Population Fluctuation Promotes Cooperation in Networks
title_full_unstemmed Population Fluctuation Promotes Cooperation in Networks
title_short Population Fluctuation Promotes Cooperation in Networks
title_sort population fluctuation promotes cooperation in networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4462070/
https://www.ncbi.nlm.nih.gov/pubmed/26061705
http://dx.doi.org/10.1038/srep11054
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