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Universality classes for extreme-value statistics

Jean-Philippe Bouchaud-+ and Marc Mézard++

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The equilibrium low-temperature physics of disordered systems is governed by the statistics of extremely low-energy states. It is thus relevant to discuss the possible universality classes for extreme-value statistics. We compare the usual probabilistic classification to the results of the replica approach. We show in detail for several problems (including the random energy model and the decaying Burgers turbulence) that one class of independent variables corresponds exactly to the so-called one step replica symmetry breaking solution in the replica language. We argue that this universality class holds if the correlations are sufficiently weak, and propose a conjecture on the level of correlations which leads to different universality classes.


PACS

02.50.Cw Probability theory

05.40.-a Fluctuation phenomena, random processes, noise, and Brownian motion

MSC

60K35 Interacting random processes; statistical mechanics type models; percolation theory (See also 82B43, 82C43)

60Axx Foundations of probability theory

Subjects

Computational physics

Statistical physics and nonlinear systems

Dates

Issue 23 (7 December 1997)

Received 9 July 1997



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