Statistical mechanics of systems with heterogeneous agents: Minority games

Citation
D. Challet et al., Statistical mechanics of systems with heterogeneous agents: Minority games, PHYS REV L, 84(8), 2000, pp. 1824-1827
Citations number
19
Categorie Soggetti
Physics
Journal title
PHYSICAL REVIEW LETTERS
ISSN journal
00319007 → ACNP
Volume
84
Issue
8
Year of publication
2000
Pages
1824 - 1827
Database
ISI
SICI code
0031-9007(20000221)84:8<1824:SMOSWH>2.0.ZU;2-S
Abstract
We study analytically a simple game theoretical model of heterogeneous inte racting agents. We show that the stationary state of the system is describe d 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.