Cooling-Rate Dependence for the Spin-Glass Ground-State Energy: Implications for Optimization by Simulated Annealing

Gary S. Grest, C. M. Soukoulis, and K. Levin
Phys. Rev. Lett. 56, 1148 – Published 17 March 1986
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Abstract

The zero-temperature ground-state properties of five spin-glass models have been studied as a function of the cooling rate r=ΔTt. Here ΔT is the temperature decrement and t is the time (in Monte Carlo steps) at each temperature T. For the 2D ±J and Gaussian models, E(r)=E0+C1rx, where x0.25, while for the 3D ±J, a two-layer ±J, and infinite-range models, E(r)=E0C2(inr)1. We speculate that this difference is related to the fact that the 2D models are not NP-complete while the other three models are.

  • Received 20 September 1985

DOI:https://doi.org/10.1103/PhysRevLett.56.1148

©1986 American Physical Society

Authors & Affiliations

Gary S. Grest

  • Corporate Research Laboratories, Exxon Research and Engineering Company, Annandale, New Jersey 08801

C. M. Soukoulis

  • Ames Laboratory and Department of Physics, Iowa State University, Ames, Iowa 50010

K. Levin

  • The James Franck Institute, The University of Chicago, Chicago, Illinois 60637

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Vol. 56, Iss. 11 — 17 March 1986

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