{ "id": "cond-mat/9805084", "version": "v2", "published": "1998-05-07T11:09:41.000Z", "updated": "1998-05-08T09:20:29.000Z", "title": "On the Minority Game : Analytical and Numerical Studies", "authors": [ "Damien Challet", "Yi-Cheng Zhang" ], "comment": "9 pages, 19 figures, accepted for publication in Physica A. Latex compilation on VMS systems should now work", "categories": [ "cond-mat.stat-mech" ], "abstract": "We investigate further several properties of the minority game we have recently introduced. We explain the origin of the phase transition and give an analytical expression of $\\sigma^2/N$ in the $N\\ll2^M$ region. The ability of the players to learn a given payoff is also analyzed, and we show that the Darwinian evolution process tends to a self-organized state, in particular, the life-time distribution is a power-law with exponent -2. Furthermore, we study the influence of identical players on their gain and on the system's performance. Finally, we show that large brains always take advantage of small brains.", "revisions": [ { "version": "v2", "updated": "1998-05-08T09:20:29.000Z" } ], "analyses": { "keywords": [ "minority game", "numerical studies", "darwinian evolution process tends", "analytical", "phase transition" ], "note": { "typesetting": "LaTeX", "pages": 9, "language": "en", "license": "arXiv", "status": "editable" } } }