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Fluctuations in Derrida's random energy and generalized random energy models
Authors:Antonio Galves  Servet Martinez  Pierre Picco
Institution:(1) Centre de Physique Théorique (Laboratoire Propre, LP7061), CNRS-Luminy-Case 907, F-13288 Marseille, France;(2) Universidade de São Paulo, São Paulo, Brazil;(3) Universidad de Chile, Santiago, Chile
Abstract:The fluctuations of the finite-size corrections to the free energy per site of the random energy model (REM) and the generalized random energy model (GREM) are investigated. Almost sure behavior for the corrections of order (logN)/N is given. We also prove convergence in distribution for the corrections of order 1/N.
Keywords:Random energy  random variables  finite-size corrections  Poisson point process
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