Literature DB >> 22310069

Limited memory can be beneficial for the evolution of cooperation.

Gergely Horváth1, Jaromír Kovářík, Friederike Mengel.   

Abstract

In this study we analyze the effect of working memory capacity on the evolution of cooperation and show a case in which societies with strongly limited memory achieve higher levels of cooperation than societies with larger memory. Agents in our evolutionary model are arranged on a network and interact in a prisoner's dilemma with their neighbors. They learn from their own experience and that of their neighbors in the network about the past behavior of others and use this information when making their choices. Each agent can only process information from her last h interactions. We show that if memory (h) is too short, cooperation does not emerge in the long run. A slight increase of memory length to around 5-10 periods, though, can lead to largely cooperative societies. Longer memory, on the other hand, is detrimental to cooperation in our model. Copyright Â
© 2012 Elsevier Ltd. All rights reserved.

Mesh:

Year:  2012        PMID: 22310069     DOI: 10.1016/j.jtbi.2012.01.034

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  2 in total

1.  The Evolution of Cooperation is Affected by the Persistence of Fitness Effects, the Neighborhood Size and their Interaction.

Authors:  Eli Thompson; Jasmine Everett; Jonathan T Rowell; Jan Rychtář; Olav Rueppell
Journal:  Lett Biomath       Date:  2015-10-22

2.  A novel framework of classical and quantum prisoner's dilemma games on coupled networks.

Authors:  Xinyang Deng; Qi Zhang; Yong Deng; Zhen Wang
Journal:  Sci Rep       Date:  2016-03-15       Impact factor: 4.379

  2 in total

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