Published April 2, 2004 | Version v1
Journal article

Microscopic realizations of the trap model

  • 1. PMMH UMR 7636 CNRS-ESPCI, Ecole Superieure de Physique et Chimie Industrielles, 10, rue Vauquelin, 75231 Paris Cedex 05 (France)

Description

Monte Carlo optimizations of number partitioning and of Diophantine approximations are microscopic realizations of 'trap model' dynamics. This offers a fresh look at the physics behind this model, and points at other situations in which it may apply. Our results strongly suggest that in any such realization of the trap model, the response and correlation functions of smooth observables obey the fluctuation-dissipation theorem even in the aging regime. Our discussion of the number partitioning problem may be relevant for the class of optimization problems whose cost function does not scale linearly with the size, and are thus awkward from the statistical mechanic point of view

Availability note (English)

Available online at http://stacks.iop.org/0305-4470/37/3945/a4_13_003.pdf or at the Web site for the Journal of Physics. A, Mathematical and General (ISSN 1361-6447) http://www.iop.org/

Additional details

Publishing Information

Journal Title
Journal of Physics. A, Mathematical and General
Journal Volume
37
Journal Issue
13
Journal Page Range
p. 3945-3965
ISSN
0305-4470
CODEN
JPHAC5

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
35069300
Subject category
S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Descriptors DEI
AGING; CORRELATION FUNCTIONS; DYNAMICS; FLUCTUATIONS; MATHEMATICAL MODELS; MONTE CARLO METHOD; OPTIMIZATION; TRAPS
Descriptors DEC
CALCULATION METHODS; FUNCTIONS; MECHANICS; VARIATIONS