Statistical Mechanics of Systems with Heterogeneous Agents: Minority Games

Damien Challet, Matteo Marsili, and Riccardo Zecchina
Phys. Rev. Lett. 84, 1824 – Published 21 February 2000
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Abstract

We study analytically a simple game theoretical model of heterogeneous interacting agents. We show that the stationary state of the system is described by the ground state of a disordered spin model which is exactly solvable within the simple replica symmetric ansatz. Such a stationary state differs from the Nash equilibrium where each agent maximizes her own utility. The latter turns out to be characterized by a replica symmetry broken structure. Numerical results fully agree with our analytical findings.

  • Received 27 April 1999

DOI:https://doi.org/10.1103/PhysRevLett.84.1824

©2000 American Physical Society

Authors & Affiliations

Damien Challet1, Matteo Marsili2, and Riccardo Zecchina3

  • 1Institut de Physique Théorique, Université de Fribourg, CH-1700 Fribourg, Switzerland
  • 2Istituto Nazionale per la Fisica della Materia (INFM), Trieste-SISSA Unit, Via Beirut 2-4, I-34014 Trieste, Italy
  • 3The Abdus Salam International Centre for Theoretical Physics, Strada Costiera 11, P.O. Box 586, I-34100 Trieste, Italy

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Vol. 84, Iss. 8 — 21 February 2000

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