Crowd-Anticrowd Theory of Multi-Agent Market Games
arXiv:cond-mat/0008385 · doi:10.1007/s100510170237
Abstract
We present a dynamical theory of a multi-agent market game, the so-called Minority Game (MG), based on crowds and anticrowds. The time-averaged version of the dynamical equations provides a quantitatively accurate, yet intuitively simple, explanation for the variation of the standard deviation (`volatility') in MG-like games. We demonstrate this for the basic MG, and the MG with stochastic strategies. The time-dependent equations themselves reproduce the essential dynamics of the MG.
Presented at APFA2 (Liege) July 2000. Proceedings: Eur.Phys.J. B n.johnson@physics.ox.ac.uk