IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v378y2007i1p110-117.html
   My bibliography  Save this article

Cooperation in networked populations of selfish adaptive agents: Sensitivity to network structure

Author

Listed:
  • Gulyás, László

Abstract

This paper investigates the adaptation of cooperating strategies in an iterated prisoner's dilemma (IPD) game with individually learning agents, subject to the structure of the interaction network. In particular, we study how cooperation or defection comes to dominate the population on Watts–Strogatz networks, under varying average path lengths. Our results are in good agreement with previous works on discrete choice dynamics on networks, but are in stark contrast with results from the evolution of cooperation literature. We argue that the latter is because the different adaptation method used (i.e., adaptive learning instead of ‘evolutionary’ strategy switching).

Suggested Citation

  • Gulyás, László, 2007. "Cooperation in networked populations of selfish adaptive agents: Sensitivity to network structure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 378(1), pages 110-117.
    • Handle: RePEc:eee:phsmap:v:378:y:2007:i:1:p:110-117
    DOI: 10.1016/j.physa.2006.11.063
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437106012726
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000
    File URL: https://libkey.io/10.1016/j.physa.2006.11.063?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Frank Schweitzer & Robert Mach & Heinz Mühlenbein, 2005. "Agents with Heterogeneous Strategies Interacting in a Spatial IPD," Lecture Notes in Economics and Mathematical Systems, in: Thomas Lux & Eleni Samanidou & Stefan Reitz (ed.), Nonlinear Dynamics and Heterogeneous Interacting Agents, pages 87-102, Springer.
    2. Michael D. Cohen & Rick L. Riolo & Robert Axelrod, 2001. "The Role Of Social Structure In The Maintenance Of Cooperative Regimes," Rationality and Society, , vol. 13(1), pages 5-32, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cohen, Michael D. & Axelrod, Robert & Riolo, Rick, 2004. "Must there be human genes specific to prosocial behavior?," Journal of Economic Behavior & Organization, Elsevier, vol. 53(1), pages 49-51, January.
    2. Jaime Iranzo & Luis M Floría & Yamir Moreno & Angel Sánchez, 2012. "Empathy Emerges Spontaneously in the Ultimatum Game: Small Groups and Networks," PLOS ONE, Public Library of Science, vol. 7(9), pages 1-8, September.
    3. Mikhail Kunavin & Tatiana Kozitsina & Mikhail Myagkov & Irina Kozhevnikova & Mikhail Pankov & Ludmila Sokolova, 2021. "Bioelectrical brain activity can predict prosocial behavior," Papers 2105.14587, arXiv.org.
    4. José Ignacio Santos & María Pereda & Débora Zurro & Myrian Álvarez & Jorge Caro & José Manuel Galán & Ivan Briz i Godino, 2015. "Effect of Resource Spatial Correlation and Hunter-Fisher-Gatherer Mobility on Social Cooperation in Tierra del Fuego," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-29, April.
    5. Wilson, James & Hill, J. & Kersula, M. & Wilson, C.L. & Whitsel, L. & Yan, L. & Acheson, J. & Chen, Y. & Cleaver, C. & Congdon, C. & Hayden, A. & Hayes, P. & Johnson, T. & Morehead, G. & Steneck, R. &, 2013. "Costly information and the evolution of self-organization in a small, complex economy," Journal of Economic Behavior & Organization, Elsevier, vol. 90(S), pages 76-93.
    6. Roger Waldeck, 2016. "Modeling criminality: the impact of emotions, norms and interaction structures," Computational and Mathematical Organization Theory, Springer, vol. 22(2), pages 135-160, June.
    7. Frank Schweitzer & Luca Verginer & Giacomo Vaccario, 2020. "Should The Government Reward Cooperation? Insights From An Agent-Based Model Of Wealth Redistribution," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-19, November.
    8. Giangiacomo Bravo & Lucia Tamburino, 2008. "The Evolution of Trust in Non-Simultaneous Exchange Situations," Rationality and Society, , vol. 20(1), pages 85-113, February.
    9. Josep M. Pujol & Andreas Flache & Jordi Delgado & Ramon Sangüesa, 2005. "How Can Social Networks Ever Become Complex? Modelling the Emergence of Complex Networks from Local Social Exchanges," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 8(4), pages 1-12.
    10. Yu, Fengyuan & Wang, Jianwei & He, Jialu & Xu, Wenshu, 2023. "Friendship transmission and cooperation evolution in highly clustering interactions," Chaos, Solitons & Fractals, Elsevier, vol. 177(C).
    11. Andrew Leigh, 2006. "Trust, Inequality and Ethnic Heterogeneity," The Economic Record, The Economic Society of Australia, vol. 82(258), pages 268-280, September.
    12. Matus Halas, 2018. "Balancing Against Threats In Interactions Determined By Distance And Overall Gains," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 21(05), pages 1-22, August.
    13. Howard T. Welser & Eric Gleave & Deborah S. Vaughan, 2007. "Cultural Evolution, Disproportionate Prior Exposure and the Problem of Cooperation," Rationality and Society, , vol. 19(2), pages 171-202, May.
    14. Walid F. Nasrallah & Karim A. Cheaib, 2016. "An equilibrium model of how regulative and normative institutions influence micro-economic and organizational behavior," Computational and Mathematical Organization Theory, Springer, vol. 22(4), pages 383-411, December.
    15. Chen Huang & Tao Chen & Hongtao Yi & Xiaolin Xu & Shiying Chen & Wenna Chen, 2017. "Collaborative Environmental Governance, Inter-Agency Cooperation and Local Water Sustainability in China," Sustainability, MDPI, vol. 9(12), pages 1-17, December.
    16. Jenna Bednar & Scott Page, 2007. "Can Game(s) Theory Explain Culture?," Rationality and Society, , vol. 19(1), pages 65-97, February.
    17. Shijun Wang & Máté S Szalay & Changshui Zhang & Peter Csermely, 2008. "Learning and Innovative Elements of Strategy Adoption Rules Expand Cooperative Network Topologies," PLOS ONE, Public Library of Science, vol. 3(4), pages 1-9, April.
    18. Yamamoto, Hitoshi & Okada, Isamu, 2016. "How to keep punishment to maintain cooperation: Introducing social vaccine," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 443(C), pages 526-536.
    19. Andreas Flache & Michael W. Macy, 2002. "Stochastic Collusion and the Power Law of Learning," Journal of Conflict Resolution, Peace Science Society (International), vol. 46(5), pages 629-653, October.
    20. Alberto Bisin & Giorgio Topa & Thierry Verdier, 2004. "Cooperation as a Transmitted Cultural Trait," Rationality and Society, , vol. 16(4), pages 477-507, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:378:y:2007:i:1:p:110-117. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.