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Progress of Theoretical Physics
Vol. 111 No. 5 (2004) pp. 661-688
URL : http://ptp.ipap.jp/link?PTP/111/661/
DOI : 10.1143/PTP.111.661

Exact Analytic Continuation with Respect to the Replica Number in the Discrete Random Energy Model of Finite System Size

Kenzo Ogure1,* and Yoshiyuki Kabashima2,**

1Theory Group, Institute for Cosmic Ray Research, Kashiwa 277-8582, Japan
2Department of Computational Intelligence and Systems Science,
Tokyo Institute of Technology, Yokohama 226-8502, Japan

(Received October 21, 2003)

An expression for the moment of the partition function valid for any finite system size N and complex power n [\Re(n) > 0] is obtained for a simple spin glass model termed the discrete random energy model (DREM). We investigate the behavior of this moment in the thermodynamic limit, N →∞, using this expression, and we find that a phase transition occurs at a certain real value of the replica number when the temperature is sufficiently low. This represents a direct clarification of the scenario of replica symmetry breaking of the DREM in the replica number space without use of the replica trick. The validity of the expression is confirmed numerically.


*E-mail: ogure@icrr.u-tokyo.ac.jp
**E-mail: kaba@dis.titech.ac.jp


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References:

  1. M. Mézard, G. Parisi and M. A. Virasoro, Spin glass theory and beyond (World Scientific, Singapore, 1987).
  2. S. F. Edwards and P.W. Anderson, J. of Phys. F 5 (1975), 965[IoP STACKS].
  3. D. Sherrington and S. Kirkpatrick, Phys. Rev. Lett. 35 (1975), 1792[APS].
  4. G. Parisi, Phys. Lett. A 73 (1979), 203[CrossRef].
  5. G. H. Hardy, Messenger Math. 58 (1929), 115.
  6. F. Riesz, J. London Math. Soc. 5 (1930), 120.
  7. G. H. Hardy, J. E. Littlewood and G. Pólya, Inequalities (Cambridge University Press, Cambridge, 1934).
  8. H. Nishimori, Statistical Physics of Spin Glasses and Information Processing (Oxford University Press, New York, 2001).
  9. N. Sourlas, Nature 339 (1989), 693[CrossRef].
  10. Y. Kabashima and D. Saad, Europhys. Lett. 45 (1999), 97[CrossRef].
  11. H. Nishimori and K. Y. M. Wong, Phys. Rev. E 60 (1999), 132[APS].
  12. K. Tanaka, J. of Phys. A 35 (2002), R81[IoP STACKS].
  13. T. L. H. Watkin, A. Rau and M. Biehl, Rev. Mod. Phys. 65 (1993), 499[APS].
  14. R. Monasson and R. Zecchina, Phys. Rev. Lett. 76 (1996), 3881[APS].
  15. E. Korutcheva, M. Opper and L. López, J. of Phys. A 27 (1994), L645[IoP STACKS].
  16. D. B. Saakian, cond-mat/0310549.
  17. T. M. Cover and J. A. Thomas, Elements of Information Theory (John Wiley & Sons, Inc, New York, 1991).
  18. V. Vapnik, The Nature of Statistical Learning Theory (Springer-Verlag, New York, 1995).
  19. B. Derrida, Phys. Rev. B 24 (1981), 2613[APS].
  20. C. Moukarzel and N. Parga, Physica A 177 (1991), 24[CrossRef].
  21. C. Moukarzel and N. Parga, Physica A 185 (1992), 305[CrossRef].
  22. E. C. Titchmarsh, The Theory of Functions 2nd ed. (Oxford University Press, Oxford, 1939).
  23. J. L. van Hemmen and R. G. Palmer, J. of Phys. A 12 (1979), 563[IoP STACKS].
  24. T. Horiguchi, J. Math. Phys. 20 (1979), 1774[AIP Scitation].
  25. C. E. Shannon, Bell. Syst. Tech. J. 27 (1948), 379; Bell. Syst. Tech. J. 27 (1948), 623.
  26. Y. Kabashima, N. Sazuka, K. Nakamura and D. Saad, Phys. Rev. E 64 (2001), 046113[APS].
  27. Y. Kabashima, T. Murayama and D. Saad, Phys. Rev. Lett. 84 (2000), 1355[APS].
  28. N. Skanzos, J. van Mourik, D. Saad and Y. Kabashima, J. of Phys. A 36 (2003), 11131[IoP STACKS].
  29. J-P. Bouchaud and M. Mezard, J. of Phys. A 30 (1997), 7997[IoP STACKS].
  30. R. Monasson and D. O'Kane, Europhys. Lett. 27 (1994), 85.
  31. R. W. Penney, T. Coolen and D. Sherrington, J. of Phys. A 26 (1993), 3681[IoP STACKS].
  32. E. J. Gumbel, Statistics of Extremes (Columbia University Press, New York, 1958).
  33. C. N. Yang and T. D. Lee, Phys. Rev. 87 (1952), 404[APS]; Phys. Rev. 87 (1952), 410[APS].
  34. K. Ogure and Y. Kabashima, in preparation.
  35. R. G. Gallager, Information Theory and Reliable Communication (Wiley, New York, 1968).
  36. Y. Kabashima and D. Saad, J. of Phys. A 37 (2004), R1[IoP STACKS].
  37. Y. Iba, The Gallager formalism in information theory and the replica method (in Japanese), (1989), unpublished note.
  38. Y. Iba, J. of Phys. A 32 (1999), 3875[IoP STACKS].

Citing Article(s) :

  1. Journal of the Physical Society of Japan 74 (2005) pp. 488-497 :
    Statistical Mechanical Approach to Error Exponents of Lossy Data Compression
    Tadaaki Hosaka and Yoshiyuki Kabashima
  2. Journal of the Physical Society of Japan 77 (2008) 074718 (6 pages) :
    Large Deviation Property of Free Energy in p-Body Sherrington–Kirkpatrick Model
    Tetsuya Nakajima and Koji Hukushima
  3. Progress of Theoretical Physics Supplement No.157 (2005) pp. 103-106 :
    An Exact Analytic Continuation to Complex Replica Number in the Discrete Random Energy Model of Finite System Size
    Kenzo Ogure and Yoshiyuki Kabashima

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