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arxiv: cond-mat/0108066 · v2 · submitted 2001-08-03 · ❄️ cond-mat.dis-nn · q-fin.TR

Broken ergodicity and memory in the minority game

classification ❄️ cond-mat.dis-nn q-fin.TR
keywords ergodicitygamememoryminorityassumptionat-lineautocorrelationaverage
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We study the dynamics of the `batch' minority game with market-impact correction using generating functional techniques to carry out the quenched disorder average. We find that the assumption of weak long-term memory, which one usually makes in order to calculate ergodic stationary states, breaks down when the persistent autocorrelation becomes larger than c_c=0.772... We show that this condition, remarkably, coincides with the AT-line found in an earlier static calculation. This result suggests a new scenario for ergodicity breaking in disordered systems.

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