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Studies on Mechanisms of Hierarchical Relaxation in Spin Glasses

Research Project

Project/Area Number 08640477
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 物性一般(含基礎論)
Research InstitutionUniversity of Tokyo

Principal Investigator

TAKAYAMA Hajime  University of Tokyo, Institute for Solid State Physics, Professor, 物性研究所, 教授 (40091475)

Co-Investigator(Kenkyū-buntansha) HUKUSHIMA Koji  University of Tokyo, Institute for Solid State Physics, Research Assistant, 物性研究所, 助手 (80282606)
Project Period (FY) 1996 – 1997
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1997: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1996: ¥600,000 (Direct Cost: ¥600,000)
KeywordsHierarchical relaxation phenomena / Aging phenomena / Spin glass / SK model / EA model / Domain growth / Critical relaxation / Griffiths phase / スピングラスSK模型 / クラスター緩和 / リエントラント転移 / サイトランダム模型 / 交換モンテカルロ法
Research Abstract

In spin glasses there exit a hierarchical organization of the free-energy local-minimum states in the ordered phase below the transition temperature T_C, as well as the one of the spin clusters in the 'Griffiths phase' above T_C. In the present project we have investigated mechanisms of hierarchical relaxations associated with such organizations of states in spin glasses by means of Monte Carlro simulations, and have obtained the results described below.
In the analysis of relaxation processes in the 3D Ising spin-glass (EA) models in their 'Griffiths phase' above T_C we have evaluated the distribution function of spin relaxation times from the simulated spin auto-correlation function by making use of the maximum entropy method. The obtained distribution reveals distinctly the co-existence of two relaxational mechanisms ; the cluster relaxation peculiar to the 'Griffiths phase' and the critical relaxation generally seen near a continuous phase transition.
When a spin glass is quenched fr … More om above T_c to a certain temperature T below T_c, it takes so long time for it to reach equilibrium at T.This equilibration process, called aging, has been investigated in the SK model of finite sizes. They simulated results have led us to the following scenario for the aging process in the system. When the waiting time t_w has passed after the quench, the system is found in one of the free-energy local minima with a relatively higher free-energy. Within the time scale of this t_w, the system is fluctuating within a limited region around the local minimum (quasi-equilibrium domain) and exhibits equilibrium-like properties such as satisfaction of the fluctuation-dissipation theorem. When the waiting time exceeds this scale, by means of the thermal activation process, the system finds another local-minimum with a lower free-energy and with a larger quasi-equibrium domain. In this way the system reaches to equilibrium finally. We have called this the "Growth of Quasi-Equilibrium Domain" scenario.
We have also examined aging phenomena in the 3D Gaussian EA model. Through analyzes on the relaxation process of energy as well as on the clone-correlation function, we have confirmed that growth of the equilibrium domain (in the real space in this short-ranged model) obeys a power law in t_w as already found through analysis on other quantities such as the spin-glass susceptibility. Less

Report

(3 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • Research Products

    (30 results)

All Other

All Publications (30 results)

  • [Publications] T.Komori: "Slow dynamics in the'Griffiths phase'ofthe 3D±J Isingspin glass" Intern.J.Mod.Phys.C. 7. 371-378 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama: "Magnetic Responses of Mean-Field Ising Models for Reentrant Spin Glasses" J.Phys.Soc.Jpn.65. 1450-1458 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.Hukushima: "Application of the Exchange Monte Carlo Method to the 3D±J Ising Spin Glass" Computer Simulation Studies in Condesed-Matter Physics IX.eds,D.P.Landau et al.(Springer,Berlin). 128-132 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.Hukushima: "Phase Diagram of Three-Dimensional Site-Random Ising Model" J.Phys.Soc.Jpn.66. 215-223 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] T.Komori: "Critical Dynamics and Cluster Dynamics of the 3D±J Ising Spin-Glass Model in Its'Griffiths Phase'" J.Phys.Soc.Jpn.66. 1472-1479 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Yoshino: "Relaxational Modes and Aging in the Glauber Dynamics of the Sherrington-Kirpatrick Model" Prog.Theer.Phys.Suppl.126. 107-110 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama: "Monte Carlo Simulation on Aging Processes within One'Pure State'of the SK Spin-Glass Model" J.Phys.A:Math.Gen. 30. 3891-3906 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.Nakanishi: "Mean-field theory for a spin-glass model of neural networks TAP free energy and palamagnetic to spin-glass transition" J.Phys.A:Math.Gen.30. 8085-8094 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama: "Monte Carlo Simulation on Aging Phenomena in the SK Spin-Glass Model" Computer Simulation Studies in Condensed-Matter Physics X,eds.D.P.Landau et al.(Springer,Berlin). 196-199 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama: "Numerical Study of Aging Processes in the SK and 3D-EA Ising Spin-Glass Models" J.Magn.Magn.Mat.(To appear). (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] T.Komori and Takayama: "Slow dynamics in the 'Griffiths phase'of the 3D(]SY.+-。[)J Ising spin glss" Intern.J.Mod.Phys.C. 7. 371-378 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama: "Magnetic Responses of Mean-Field Ising Models for Reentrant Spin Glasses" J.Phys.Soc.Jpn.65. 1450-1458 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.Hukushima, H.Takayama and K.Nemoto: "Application of the Exchange Monte Carlo Method to the 3D(]SY.+-。[)J Ising Spin Glass" Computer Simulation Studies in Condensed-Matter Physics IX,eds. D.P.Landau, K.K.Mon and H.-B.Schuttler, (Springer, Berlin). 128-132 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.Hukushima, Y.Nonomura, Y.Ozeki and H.takayama: "Phase Diagram of Three-Dimensional Site-Random Ising Model" J.Phys.Soc.Jpn.66. 215-223 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] T.Komori and H.Takayama: "Critical Dynamics and Cluster Dynamics of the 3D(]SY.+-。[)J Ising Spin-Glass Model in Its 'Griffiths Phase'" J.Phys.Soc.Jpn.66. 1472-1479 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Yoshino, K.Hukushima and H.Takayama: "Relaxational Modes and Aging in the Glauber Dynamics of the Sherrington-Kirpatrick Model" Prog. Theor. Phys. Suppl.126. 107-110 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama, H.Toshino and K.Hukushima: "Monte Carlo simulation on Aging Processes within One 'Pure Sate' of the SK Spin-Glass Model" J.Phys.A : Math.Gen.30. 3891-3906 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.Nakanishi and H.Takayama: "Mean-field theory for a spin-glass model of neural networks : TAP free energy and paramagnetic to spin-glass transition" J.Phys.A : Math.Gen. 30. 8085-8094 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama, H.Yoshino and K.Hukushima: "Monte Carlo Simulation on Aging Phenomena in the SK Spin-Glass Model" Computer Simulation Studies in Condensed-Matter Physics X,eds. D.P.Landau, K.K.Mon and H.-B.Schuttler, (Springer, Berlin). 196-199 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] H.Takayama, H.Yoshino, T.Komori and K.Hukushima: "Numerical Study of Aging Processes in the SK and 3D-EA Ising Spin-Glass Models" J.Magn.Magn.Mat.(To Appear). (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] T.Komori: "Critical Dynamics and Cluster Dynamics of the 3D ± J Ising Spin-Glass Model in Its 'Griffiths Phase'" J.Phys.Soc.Jpn.66・5. 1472-1479 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] H.Yoshino: "Relaxational Modes and Aging in the Glauber Dynamics of the Sherrington-Kirpatrick Model" Prog.Theor.Phys.Suppl.126. 107-110 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] H.Takayama: "Monte Carlo Simulation on Aging Processes within One'Pure State'of the SK Spin-Glass Model" J.Phys.A:Moth.Gen.30. 3891-3906 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] H.Takayama: "Monte Carlo Simulation on Aging Phenomena in the SK Spin-Glass Model" Computer Simulation Studies in Condensed-Matter Physics,X,eds.D.P.Landai etc.(Springer Berlin). 196-199 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] H.Takayama: "Numerical Study of Aging Processes in the SK and 3D-EA Ising Spin-Glass Models" J.Magn.Magn.Mat.(to appear). (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] T.Komori: "Slow dynamics in the ‘Griffiths phase' of the 3D±J Ising sping lass" Intern.J.Mod.Phys.C. 7・3. 371-378 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] H.Takayama: "Magnetic Responses of Mean-Field Ising Models for Reentrant Spin Glasses" J.Phys.Soc.Jpn.65・5. 1450-1458 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] K.Hukushima: "Phase Diagram of Three-Dimensional Site-Random Ising Model" J.Phys.Soc.Jpn.66・1. 215-223 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] T.Komori: "Critical Dynamics and Cluster Dynamics of the 3D±J Ising Spin-Glass Model in Its ‘Griffiths Phase'" J.Phys.Soc.Jpn.to appear. 66・5. (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] H.Yoshino: "Relaxational Modes and Aging in the Galuber Dynamics of the Sherrington-Kirpatrick Model" Prog.Theor.Phys.Suppl.to appear. (1997)

    • Related Report
      1996 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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