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Cooperation in Co-evolving Networks: The Prisoner’s Dilemma and Stag-Hunt Games

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Parallel Problem Solving from Nature – PPSN X (PPSN 2008)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 5199))

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Abstract

Interactions giving rise to dilemmas are widespread in society. Starting from the observation that individuals interact through networks of acquaintances, we study the co-evolution of the agents’ strategies and of the social network itself using two prototypical games: the Prisoner’s Dilemma and the Stag Hunt. We find that cooperation and coordination can be achieved through the self-organization of the social network into strong and stable clusters of identical strategies.

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References

  1. Weibull, J.W.: Evolutionary Game Theory. MIT Press, Boston (1995)

    MATH  Google Scholar 

  2. Axelrod, R.: The Evolution of Cooperation. Basic Books, Inc., New York (1984)

    Google Scholar 

  3. Skyrms, B.: The Stag Hunt and the Evolution of Social Structure. Cambridge University Press, Cambridge (2004)

    Google Scholar 

  4. Nowak, M.A., May, R.M.: Evolutionary games and spatial chaos. Nature 359, 826–829 (1992)

    Article  Google Scholar 

  5. Newman, M.E.J.: The structure and function of complex networks. SIAM Review 45, 167–256 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  6. Santos, F.C., Pacheco, J.M.: Scale-free networks provide a unifying framework for the emergence of cooperation. Phys. Rev. Lett. 95, 098104 (2005)

    Article  Google Scholar 

  7. Tomassini, M., Luthi, L., Giacobini, M.: Hawks and doves on small-world networks. Phys. Rev. E 73, 016132 (2006)

    Article  Google Scholar 

  8. Luthi, L., Pestelacci, E., Tomassini, M.: Cooperation and community structure in social networks. Physica A 387, 955–966 (2008)

    Article  Google Scholar 

  9. Luthi, L., Giacobini, M., Tomassini, M.: A minimal information prisoner’s dilemma on evolving networks. In: Rocha, L.M. (ed.) Artificial Life X, pp. 438–444. MIT Press, Cambridge (2006)

    Google Scholar 

  10. Santos, F.C., Pacheco, J.M., Lenaerts, T.: Cooperation prevails when individuals adjust their social ties. PLOS Comp. Biol. 2, 1284–1291 (2006)

    Article  Google Scholar 

  11. Zimmermann, M.G., Eguíluz, V.M.: Cooperation, social networks, and the emergence of leadership in a prisoner’s dilemma with adaptive local interactions. Phys. Rev. E 72, 056118 (2005)

    Article  Google Scholar 

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© 2008 Springer-Verlag Berlin Heidelberg

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Pestelacci, E., Tomassini, M. (2008). Cooperation in Co-evolving Networks: The Prisoner’s Dilemma and Stag-Hunt Games. In: Rudolph, G., Jansen, T., Beume, N., Lucas, S., Poloni, C. (eds) Parallel Problem Solving from Nature – PPSN X. PPSN 2008. Lecture Notes in Computer Science, vol 5199. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87700-4_54

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  • DOI: https://doi.org/10.1007/978-3-540-87700-4_54

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-87699-1

  • Online ISBN: 978-3-540-87700-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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