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Theoretical Study of Spin Glasses Using Methods of Information Science

Research Project

Project/Area Number 12640369
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 InstitutionTokyo Institute of Technology

Principal Investigator

NISHIMORI Hidetoshi  Tokyo Institute of Technology, Graduate School of Science and Engineering, Professor, 大学院・理工学研究科, 教授 (70172715)

Co-Investigator(Kenkyū-buntansha) 尾関 之康  東京工業大学, 大学院・理工学研究科, 助手 (70214137)
Project Period (FY) 2000 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2002: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2001: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2000: ¥1,200,000 (Direct Cost: ¥1,200,000)
KeywordsSpin glass / information / phase diagram / Statistical mechanics / 情報 / ゲージ理論 / レプリカ法 / シャノンの定理 / マチス模型
Research Abstract

I have investigated the problem of spin glasses with emphasis on relations with information science. The potentially approximate analysis of replica method for the CDMA performance has been checked by rigorous approaches and I have shown that the result is valid in spite of use of the replica method. The problem of subset sum has been investigated and a serious problem has been pointed out in a previous study of this issue. The deficiency has been improved and a new insight into the system behavior has been established. Multispin-interacting system has been studied in the mean-field level to establish that the ratio of spin-glass-like term and ferromagnetic term plays a crucial role in the structure of the phase diagram.

Report

(4 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • Research Products

    (25 results)

All Other

All Publications (25 results)

  • [Publications] K.Y.M.Wong: "Error Correcting codes and image restoration with multiple stages"Physical Review E. 62. 179-190 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] P.Sollich: "Non-trivial phase behaviour in the infinite-range quantum Mattis model"Journal of the Physical Society of Japan. 69. 3200-3210 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] P.Gillin: "Multispin Ising spin glass with ferromagnetic interactions"Journal of Physics A. 34. 2949-2964 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Sasamoto: "Statistical mechanics of an NP complete problem"Journal of Physics A. 34. 9555-9562 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Nishimori: "Duality and multicritical point of two-dimensional spin glasses"Journal of the Physical Society of Japan. 71. 1198-1199 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Nishimori: "Comment on "Statistical mechanics of CDMA multiuser demodulation"Europhysics Letters. 57. 302-303 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Nishimori: "Statistical Physics of Spin glass and information Processing"Oxford University Press. 243 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Y. M. Wong: "Error-correcting codes and image restoration with multiple stages"Physical Review E. 62. 179-190 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] P. Sollich: "Non-trivial phase behavior in the infinite-range quantum Math's model"Journal of the Physical Society of Japan. 69. 3200-3210 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] P. Gillin: "Multispin Ising Spin glass with ferromagnetic interactions"Journal of Physics A. 34. 2949-2964 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T. Sasamoto: "Statistical mechanics of an NP complete problem"Journal of Physics A. 34. 9555-9562 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Nishimori: "Duality and multicritical point of two-dimensional spin glasses"Journal of the Physical Society of Japan. 71. 1198-1199 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Nishimori: "Comment on 'Statistical mechanics of CDMA multiuses demodulation'"Europhysics Letters. 57. 302-303 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Nishimori: "Statistical physics of spin glasses and information processing"Oxford University Press. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Nishimori: "Derivafiues and inequalities for order parameters in the Ising spin glass"Journal of Physics A. 35. 9541-9548 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] H.Nishimori, C.Falvo, Y.Ozeki: "Energy fluctuations at the multicrical point in two-dimensional spin glasses"Journal of Physics A. 35. 8171-8178 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] H.Nishimori, K.Nemoto: "Duality and multicritical point of two-dimensional spin glasses"Journal of the Physical Society of Japan. 71. 1198-1199 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 西森 秀稔: "スピングラスと連想記憶"岩波書店. 62 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hidetoshi Nishimori: "Comment on "Stafishcal Mechanics of CDMA multiuser demodulation""Europhys. lett. 57. 302-303 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Sasamoto, T.Toyoizumi, H.Nishimori: "Statistical mechanics of an NP-complete problem : subset sum"J. phys. A. 34. 9555-9567 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] P.Gillin, H.Nishimori, D.Sherrington: "Multispin Ising spin glass with ferromagnetic interactions"J. phys. A. 34. 2949-2964 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Hidetoshi Nishimori: "Spin states and entropy of Ising spin glasses"Journal of the Physical Society of Japan. 69,Suppl A. 160-164 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Peter Sollich: "Non-trivial phase behaviour in the infinite-range quantum Mattis model"Journal of the Physical Society of Japan. 69-10. 3200-3213 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yukiyasu Ozeki: "Non-Equilibrium Relaxation of Fluctuations and Its Application to Critical Phenomena""Journal of the Physical Society of Japan. 69-. 1931 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Hidetoshi Nishimori: "Introduction to the Statistical Mechanics of Spin Glasses and in Information"Oxford University Press. 293 (2001)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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