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27 April 2024
 
  » arxiv » cond-mat/0303615

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Dynamics of a spherical minority game
T. Galla ; A.C.C. Coolen ; D. Sherrington ;
Date 28 Mar 2003
Journal J. Phys. A: Math. Gen. 36 (2003) 11159-11172
Subject Disordered Systems and Neural Networks; Statistical Mechanics | cond-mat.dis-nn cond-mat.stat-mech
AbstractWe present an exact dynamical solution of a spherical version of the batch minority game (MG) with random external information. The control parameters in this model are the ratio of the number of possible values for the public information over the number of agents, and the radius of the spherical constraint on the microscopic degrees of freedom. We find a phase diagram with three phases: two without anomalous response (an oscillating versus a frozen state), and a further frozen phase with divergent integrated response. In contrast to standard MG versions, we can also calculate the volatility exactly. Our study reveals similarities between the spherical and the conventional MG, but also intriguing differences. Numerical simulations confirm our analytical results.
Source arXiv, cond-mat/0303615
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