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Coevolution of teaching ability and cooperation in spatial evolutionary games

Individuals with higher reputation are able to spread their social strategies easily. At the same time, one’s reputation is changing according to his previous behaviors, which leads to completely different teaching abilities for players. To explore the effect of the teaching ability influenced by re...

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Autores principales: Zhang, Shuhua, Zhang, Zhipeng, Wu, Yu’e, Li, Yu, Xie, Yunya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6148002/
https://www.ncbi.nlm.nih.gov/pubmed/30237479
http://dx.doi.org/10.1038/s41598-018-32292-7
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author Zhang, Shuhua
Zhang, Zhipeng
Wu, Yu’e
Li, Yu
Xie, Yunya
author_facet Zhang, Shuhua
Zhang, Zhipeng
Wu, Yu’e
Li, Yu
Xie, Yunya
author_sort Zhang, Shuhua
collection PubMed
description Individuals with higher reputation are able to spread their social strategies easily. At the same time, one’s reputation is changing according to his previous behaviors, which leads to completely different teaching abilities for players. To explore the effect of the teaching ability influenced by reputation, we consider a coevolutionary model in which the reputation score affects the updating rule in spatial evolutionary games. More precisely, the updating probability becomes bigger if his/her partner has a positive reputation. Otherwise, the updating probability becomes smaller. This simple design describes the influence of teaching ability on strategy adoption effectively. Numerical results focus on the proportion of cooperation under different levels of the amplitude of change of reputation and the range of reputation. For this dynamics, the fraction of cooperators presents a growth trend within a wide range of parameters. In addition, to validate the generality of this mechanism, we also employ the snowdrift game. Moreover, the evolution of cooperation on Erdős-Rényi random graph is studied for the prisoner’s dilemma game. Our results may be conducive to understanding the emergence and sustainability of cooperation during the strategy adoptions in reality.
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spelling pubmed-61480022019-02-12 Coevolution of teaching ability and cooperation in spatial evolutionary games Zhang, Shuhua Zhang, Zhipeng Wu, Yu’e Li, Yu Xie, Yunya Sci Rep Article Individuals with higher reputation are able to spread their social strategies easily. At the same time, one’s reputation is changing according to his previous behaviors, which leads to completely different teaching abilities for players. To explore the effect of the teaching ability influenced by reputation, we consider a coevolutionary model in which the reputation score affects the updating rule in spatial evolutionary games. More precisely, the updating probability becomes bigger if his/her partner has a positive reputation. Otherwise, the updating probability becomes smaller. This simple design describes the influence of teaching ability on strategy adoption effectively. Numerical results focus on the proportion of cooperation under different levels of the amplitude of change of reputation and the range of reputation. For this dynamics, the fraction of cooperators presents a growth trend within a wide range of parameters. In addition, to validate the generality of this mechanism, we also employ the snowdrift game. Moreover, the evolution of cooperation on Erdős-Rényi random graph is studied for the prisoner’s dilemma game. Our results may be conducive to understanding the emergence and sustainability of cooperation during the strategy adoptions in reality. Nature Publishing Group UK 2018-09-20 /pmc/articles/PMC6148002/ /pubmed/30237479 http://dx.doi.org/10.1038/s41598-018-32292-7 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Zhang, Shuhua
Zhang, Zhipeng
Wu, Yu’e
Li, Yu
Xie, Yunya
Coevolution of teaching ability and cooperation in spatial evolutionary games
title Coevolution of teaching ability and cooperation in spatial evolutionary games
title_full Coevolution of teaching ability and cooperation in spatial evolutionary games
title_fullStr Coevolution of teaching ability and cooperation in spatial evolutionary games
title_full_unstemmed Coevolution of teaching ability and cooperation in spatial evolutionary games
title_short Coevolution of teaching ability and cooperation in spatial evolutionary games
title_sort coevolution of teaching ability and cooperation in spatial evolutionary games
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6148002/
https://www.ncbi.nlm.nih.gov/pubmed/30237479
http://dx.doi.org/10.1038/s41598-018-32292-7
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