Skip to main content
Log in

The equivalence of ensembles for lattice systems: Some examples and a counterexample

  • Articles
  • Published:
Journal of Statistical Physics Aims and scope Submit manuscript

Abstract

We describe the problem of the equivalence of ensembles at the level of states for classical lattice systems. We discuss circumstances where the vanishing of the specific information gain of a sequence of microcanonical measures with respect to a sequence of grand canonical measures implies the equivalence of ensembles. We give a simple derivation of a criterion for the vanishing of the specific information gain in terms of thermodynamic functions. The proof uses ideas from the theory of large deviations but is self-contained. We show how the criterion works in a simple model of a paramagnet and in the Ising model of a ferromagnet in any dimension but fails in the case of the Curie-Weiss mean-field model.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. M. Aizenmann, S. Goldstein, and J. L. Lebowitz, Conditional equilibrium and the equivalence of microcanonical and grandcanonical ensembles in the thermodynamic limit,Commun. Math. Phys. 62:279–302 (1978).

    Article  Google Scholar 

  2. R. R. Bahadur and S. L. Zabel, Large deviations of the sample mean in general vector spaces,Ann. Prob. 7:587 (1979).

    Google Scholar 

  3. I. Csiszár, Sanov property, generalized I-projection and a conditional limit theorem,Ann. Prob. 12:768–793 (1984).

    Google Scholar 

  4. J.-P. Deuschel, D. W. Stroock, and H. Zessin, Microcanonical distribution for lattice gases,Commun. Math. Phys. 139:83 (1991).

    Article  Google Scholar 

  5. R. L. Dobrushin, Existence of a phase-transition in two- and three-dimensional Ising models,Theory. Prob. Appl. 10:193–213 (1965).

    Article  Google Scholar 

  6. R. L. Dobrushin and R. A. Minlos, Existence and continuity of pressure in classical statistical physics,Theory Prob. Appl. 12:535–569 (1967).

    Article  Google Scholar 

  7. R. L. Dobrushin and B. Tirozzi, The central limit theorem and the problem of equivalence of ensembles.Commun. Math. Phys. 54:173 (1973).

    Article  Google Scholar 

  8. H.-O. Georgii, Large deviations and maximum entropy principle for interacting random fields on ℤd,Ann. Prob., to appear (1993).

  9. H.-O. Georgii,Canonical Gibbs Measures (Springer, Berlin, 1979).

    Google Scholar 

  10. H.-O. Georgii, Canonical Gibbs states, their relation to Gibbs states, and applications to two-valued Markov chains,Z. Wahrsch. Verw. Geb. 32:277–300 (1975).

    Article  Google Scholar 

  11. J. W. Gibbs,Elementary Principles of Statistical Mechanics (Yale University Press, New Haven, Connecticut 1902).

    Google Scholar 

  12. R. B. Griffiths, Peierls' proof of spontaneous magnetization in a two-dimensional Ising ferromagnet,Phys. Rev. 136A:437–439 (1964).

    Article  Google Scholar 

  13. K. Huang,Statistical Mechanics (Wiley, New York, 1963).

    Google Scholar 

  14. E. Ising, Beitrag zur Theorie des Ferromagnetismus,Z. Phys. 31:253–258 (1925).

    Google Scholar 

  15. J. H. B. Kemperman, On the optimal rate of transmitting information, inProbability and Information Theory, M. Behara, K. Krickeberg, and J. Wolfowitz, eds. (Springer, Berlin, 1969).

    Google Scholar 

  16. A. Ya. Khinchin,Matematicheskie Osnovaniya Statisticheskoi Mekhaniki (Gostekhizdat, Moscow-Leningrad, 1943) [English translation:Mathematical Foundations of Statistical Mechanics (Dover, New York, 1949)].

    Google Scholar 

  17. O. E. Lanford, Entropy and equilibrium states in classical mechanics, inStatistical Mechanics and Mathematical Problems, A. Lenard, ed. (Springer, Berlin, 1973).

    Google Scholar 

  18. J. T. Lewis and C.-E. Pfister, Thermodynamic probability theory: Some aspects of large deviations, preprint DIAS-93-33 (1993).

  19. J. T. Lewis, C.-E. Pfister, and W. G. Sullivan, Large deviations and the thermodynamic formalism: A new proof of the equivalence of ensembles, preprint DIAS-93-24 (1993).

  20. J. T. Lewis, C.-E. Pfister, and W. G. Sullivan, Large deviations and the equivalence of ensembles for the classical lattice gas, in preparation.

  21. J. T. Lewis and W. G. Sullivan,Entropy: An Introduction to Statistical Mechanics and the Thermodynamic Formalism (Wiley, London, in preparation).

  22. A. Martin-Lőf,Statistical Mechanics and the Foundations of Thermodynamics (Springer, Berlin, 1979).

    Google Scholar 

  23. A. Martin-Lőf, The equivalence of ensembles and Gibbs' phase rule for classical lattice systems,J. Stat. Phys. 20:557–569 (1979).

    Article  Google Scholar 

  24. P. Mazur and J. Van der Linden, Asymptotic form of the structure function for real systems,J. Math. Phys. 4:271–277 (1964).

    Article  Google Scholar 

  25. M. S. Pinsker,Information and Information Stability of Random Variables and Processes, (Holden Day, San Francisco, 1964).

    Google Scholar 

  26. C. J. Preston,Random Fields (Springer, Berlin, 1976).

    Google Scholar 

  27. C. J. Preston, Canonical and microcanonical Gibbs states,Z. Wahrsch. Verw. Geb. 46:125–158 (1979).

    Article  Google Scholar 

  28. R. T. Rockafellar,Convex Analysis (Princeton University Press, Princeton, New Jersey, 1970).

    Google Scholar 

  29. D. Ruelle, Correlation functionals,J. Math. Phys. 6:201 (1965).

    Article  Google Scholar 

  30. W. G. Sullivan, Potentials for almost Markovian random fields,Commun. Math. Phys. 33:61 (1973).

    Article  Google Scholar 

  31. S. R. S. Varadhan, Asymptotic probabilities and differential equations,Commun. Pure Appl. Math. 19:261 (1966).

    Google Scholar 

  32. C. N. Yang, The spontaneous magnetization of a two-dimensional Ising model,Phys. Rev. 85:809–816 (1952).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lewis, J.T., Pfister, C.E. & Sullivan, W.G. The equivalence of ensembles for lattice systems: Some examples and a counterexample. J Stat Phys 77, 397–419 (1994). https://doi.org/10.1007/BF02186849

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02186849

Key Words

Navigation