Topology control with IPD network creation games

Details Topology control with IPD network creation games Topology control with IPD network creation games

Jun 2007

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2007njph....9..185s&link_type=abstract

New Journal of Physics, Volume 9, Issue 6, pp. 185 (2007).

Physics

Scientific paper

Network creation games couple a two-players game with the evolution of network structure. A vertex player may increase its own payoff with a change of strategy or with a modification of its edge-defined neighbourhood. By referring to the iterated prisoners dilemma (IPD) game we show that this evolutionary dynamics converges to network-Nash equilibria, where no vertex is able to improve its payoff. The resulting network structure exhibits a strong dependence on the parameter of the payoff matrix. Degree distributions and cluster coefficients are also strongly affected by the specific interactions chosen for the neighbourhood exploration. This allows network creation games to be seen as a promising artificial-social-systems approach for a distributive topology control of complex networked systems.

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