Dynamical Organization of Cooperation in Complex Topologies

J. Gómez-Gardeñes, M. Campillo, L. M. Floría, and Y. Moreno
Phys. Rev. Lett. 98, 108103 – Published 7 March 2007

Abstract

In this Letter, we study how cooperation is organized in complex topologies by analyzing the evolutionary (replicator) dynamics of the prisoner’s dilemma, a two-player game with two available strategies, defection and cooperation, whose payoff matrix favors defection. We show that, asymptotically, the population is partitioned into three subsets: individuals that always cooperate (pure cooperators), always defect (pure defectors), and those that intermittently change their strategy. In fact, the size of the later set is the biggest for a wide range of the “stimulus to defect” parameter. While in homogeneous random graphs pure cooperators are grouped into several clusters, in heterogeneous scale-free (SF) networks they always form a single cluster containing the most connected individuals (hubs). Our results give further insights into why cooperation in SF networks is enhanced.

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  • Received 12 December 2006

DOI:https://doi.org/10.1103/PhysRevLett.98.108103

©2007 American Physical Society

Authors & Affiliations

J. Gómez-Gardeñes1,2, M. Campillo2, L. M. Floría1,2, and Y. Moreno1,*

  • 1Institute for Biocomputation and Physics of Complex Systems (BIFI), University of Zaragoza, Zaragoza 50009, Spain
  • 2Departamento de Física de la Materia Condensada, University of Zaragoza, Zaragoza E-50009, Spain

  • *Electronic address: yamir@unizar.es

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Vol. 98, Iss. 10 — 9 March 2007

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