Limited memory can be beneficial for the evolution of cooperation

G Horvath, J. Kovarik, F. Mengel

Research output: Contribution to journalArticleAcademicpeer-review

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.
Original languageEnglish
Pages (from-to)193-205
Number of pages13
JournalJournal of Theoretical Biology
Volume300
Issue number1
DOIs
Publication statusPublished - 1 Jan 2012

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