Skip to main content
Log in

Dynamics and thermodynamics of a model with long-range interactions

  • Original article
  • Published:
Continuum Mechanics and Thermodynamics Aims and scope Submit manuscript

Abstract.

The dynamics and thermodynamics of particles/spins interacting via long-range forces display several unusual features compared with systems with short-range interactions. The Hamiltonian mean field (HMF) model, a Hamiltonian system of N classical inertial spins with infinite-range interactions represents a paradigmatic example of this class of systems. The equilibrium properties of the model can be derived analytically in the canonical ensemble: in particular, the model shows a second-order phase transition from a ferromagnetic to a paramagnetic phase. Strong anomalies are observed in the process of relaxation towards equilibrium for a particular class of out-of-equilibrium initial conditions. In fact, the numerical simulations show the presence of quasi-stationary states (QSS’s), i.e. metastable states that become stable if the thermodynamic limit is taken before the infinite time limit. The QSS’s differ strongly from Boltzmann-Gibbs equilibrium states: they exhibit negative specific heats, vanishing Lyapunov exponents and weak mixing, non-Gaussian velocity distributions and anomalous diffusion, slowly decaying correlations, and aging. Such a scenario provides strong hints for the possible application of Tsallis generalized thermostatistics. The QSS’s have recently been interpreted as a spin-glass phase of the model. This link indicates another promising line of research, which does not preclude to the previous one.

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. Ising, E.: Beitrag zur Theorie des Ferromagnetismus. Zeitschrift für Physik 31, 253-258 (1925)

    Google Scholar 

  2. Dauxois, T., Ruffo, S., Arimondo, E., Wilkens, M. (eds): Dynamics and Thermodynamics of Systems with Long Range Interactions (Lecture Notes in Physics, Vol. 602), Springer Berlin Heidelberg New York (2002)

  3. Kac, M., Uhlenbeck, G., Hemmer, P.C.: On the Van der Waals theory of vapor-liquid equilibrium. J. Math. Phys. 4, 216-228 (1963)

    MATH  Google Scholar 

  4. Anteneodo, C., Tsallis, C.: Breakdown of exponential sensitivity to initial conditions: role of the range of interactions. Phys. Rev. Lett. 80, 5313-5316 (1998); Tamarit, F., Anteneodo, C.: Rotators with long-range interactions: connection with the mean-field approximation. Phys. Rev. Lett. 84, 208-211 (2000)

    Article  Google Scholar 

  5. Campa, A., Giansanti, A., Moroni, D.: Canonical solution of classical magnetic models with long-range couplings. J. Phys A: Math. Gen. 36, 6897-6921 (2003) and references therein

    Article  Google Scholar 

  6. Dauxois, T., Latora, V., Rapisarda, A., Ruffo, S., Torcini, A.: In: Dauxois, T., Ruffo, S., Arimondo, E., Wilkens, M. (eds) Dynamics and Thermodynamics of Systems with Long Range Interactions (Lecture Notes in Physics, Vol. 602), Springer Berlin Heidelberg New York (2002), p.458 and references therein

  7. Latora, V., Rapisarda, A., Ruffo, S.: Superdiffusion and out-of-equilibrium chaotic dynamics with many degrees of freedom. Phys. Rev. Lett. 83, 2104-2107 (1999)

    Article  Google Scholar 

  8. Latora, V., Rapisarda, A.: Microscopic dynamics of a phase transition: equilibrium vs out-of-equilibrium regime. Nucl. Phys. A 681, 406-416 (2001)

    Article  MATH  Google Scholar 

  9. Latora, V., Rapisarda, A., Tsallis, C.: Non-Gaussian equilibrium in a long-range Hamiltonian system. Phys. Rev. E 64, 056134-056138 (2001); Latora, V., Rapisarda, A., Tsallis, C.: Fingerprints of nonextensive thermodynamics in a long-range Hamiltonian system. Physica A 305, 129-136 (2002)

    Article  Google Scholar 

  10. Montemurro, M.A., Tamarit, F.A., Anteneodo, C.: Aging in an infinite-range Hamiltonian system of coupled rotators. Phys. Rev. E 67, 031106-031109 (2003)

    Article  Google Scholar 

  11. Pluchino, A., Latora, V., Rapisarda, A.: Metastable states, anomalous distributions and correlations in the HMF model. Physica D (2004) (in press) [cond-mat/0303081]

  12. Moyano, L.G., Baldovin, F., Tsallis, C.: Zeroth principle of thermodynamics in aging quasistationary states. [cond-mat/0305091] (submitted)

  13. Yamaguchi, Y.Y.: Relaxation and diffusion in a globally coupled Hamiltonian system. Phys. Rev. E 68, 066210-066219 (2003)

    Article  Google Scholar 

  14. Cabral, B.J.C., Tsallis, C.: Metastability and weak mixing in classical long-range many-rotator systems. Phys. Rev. E 66, 065101-065104 (R) (2002)

    Article  Google Scholar 

  15. Tsallis, C., Rapisarda, A., Latora, V., Baldovin, F.: Nonextensivity: from low-dimensional maps to Hamiltonian systems. In: Dauxois, T., Ruffo, S., Arimondo, E., Wilkens, M. (eds) Dynamics and Thermodynamics of Systems with Long Range Interactions (Lecture Notes in Physics, Vol. 602), Springer Berlin Heidelberg New York (2002), p.140-162

  16. Borges, E., Tsallis, C.: Negative specific heat in a Lennard-Jones-like gas with long range interactions. Physica A 305, 148-151 (2002)

    Article  MATH  Google Scholar 

  17. Nobre, F.D., Tsallis, C.,: Classical infinite-range-interaction Heisenberg ferromagnetic model: metastability and sensitivity to initial conditions. [cond-mat/0301492]

  18. Tsallis, C.: Possible generalization of Botlzmann-Gibbs statistics. J. Stat. Phys. 52, 479-487 (1988); for recent reviews, see: Tsallis, C.: Nonextensive statistical mechanics and thermodynamics. In: Abe, S., Okamoto, Y. (eds) Lecture Notes in Physics, Springer Berlin Heidelberg New York (2001); Kaniadakis, G., Lissia, M., Rapisarda, A. (eds): Proceedings of NEXT2001, special issue of Physica A 305 (2002); Tsallis, C., M. Gell-Mann, M., (eds) Nonextensive Entropy - Interdisciplinary Applications, Oxford University Press (2004); see also http://tsallis.cat.cbpf.br/biblio.htm for a regularly updated and complete bibliography

    MathSciNet  MATH  Google Scholar 

  19. For the recent debate about nonextensive thermodynamics, see: Cho, A.: A fresh take on disorder, or disorderly science? Science 297, 1268-1269 (2002); Abe, S., Rajagopal, A.K., Plastino, A., Latora, V., Rapisarda, A., Robledo, A.: Revisiting disorder and Tsallis statistics. Science 300, 249-251 (2003)

    Google Scholar 

  20. Bouchaud, J.P., Cugliandolo, L.F., Kurchan, J., Mezárd, M.M.: Out-of-equilibrium Dynamics in Spin-Glasses and other Glassy Systems. In: Young, A.P. (ed) Spin glasses and random fields. World Scientific Singapore (1998)

  21. Pluchino, A., Latora, V., Rapisarda, A.: Glassy phase in the Hamiltonian mean field model. [cond-mat/0306374] (submitted)

  22. Boghosian, B.M.: Thermodynamic description of the relaxation of two-dimensional turbulence using Tsallis statistics. Phys. Rev. E 53, 4754-4763 (1996); Coraddu, M., Lissia, M., G. Mezzorani, G., Quarati, P.: Deuterium burning in Jupiter interior. Physica A 305, 282-286 (2002)

    Article  Google Scholar 

  23. Beck, C.: Dynamical foundations of nonextensive statistical mechanics. Phys. Rev. Lett. 87, 180201-180204 (2001) and references therein

    Google Scholar 

  24. Beck, C., Cohen, E.G.D.: Superstatistics. Physica A 322, 267-275 (2003)

    Article  MATH  Google Scholar 

  25. Lyra, M.L., Tsallis, C.: Nonextensivity and multifractality in low-dimensional dissipative systems. Phys. Rev. Lett. 80, 53-56 (1998); Tirnakli, U., Tsallis, C., Lyra, M.L.: Circular-like maps: sensitivity to the initial conditions, multifractality and nonextensivity. Eur. Phys. J. B 10, 309-315 (1999); de Moura, F.A.B.F., Tirnakli, U., Lyra, M.L.: Convergence to the critical attractor of dissipative maps: log-periodic oscillations, fractality, and nonextensivity. Phys. Rev. E 62, 6361-6365 (2000)

    Article  Google Scholar 

  26. Latora, V., Baranger, M., Rapisarda, A., Tsallis, C.: The rate of entropy increase at the edge of chaos. Phys. Lett. A 273, 97-103 (2000); Borges, E.P., Tsallis, C., Ananos, G.F.J., de Oliveira, P.M.C.: Nonequilibrium probabilistic dynamics of the logistic map at the edge of chaos. Phys. Rev. Lett. 89, 254103-254106 (2002)

    Article  MathSciNet  Google Scholar 

  27. Baldovin, F., Robledo, A.: Universal renormalization-group dynamics at the onset of chaos in logistic maps and nonextensive statistical mechanics. Phys. Rev. E 66, 045104(R)-045107(R) (2002); Baldovin, F., Robledo, A.: Sensitivity to initial conditions at bifurcations in one-dimensional nonlinear maps: rigorous nonextensive solutions. Europhys. Lett. 60, 518-524 (2002)

    Article  Google Scholar 

  28. Baldovin, F., Tsallis, C., Schulze, B.: Nonstandard entropy production in the standard map. Physica A 320, 184-192 (2003)

    Article  MATH  Google Scholar 

  29. Bediaga, I., Curado, E.M.F., Miranda, J.: A nonextensive thermodynamical equilibrium approach in e + e hadrons. Physica A 286, 156-163 (2000); Wilk, G., Wlodarczyk, Z.: Interpretation of the nonextensivity parameter q in some applications of Tsallis statistics and Lévy distributions. Phys. Rev. Lett. 84, 2770-2773 (2000)

    Article  Google Scholar 

  30. Tsallis, C., Anjos, J.C., Borges, E.P.: Fluxes of cosmic rays: a delicately balanced anomalous thermal equilibrium. Phys. Lett. A 310, 372-379 (2003)

    Article  Google Scholar 

  31. Tsallis, C., Bukman, D.J.: Anomalous diffusion in the presence of external forces: exact time-dependent solutions and their thermostatistical basis. Phys. Rev. E 54, R2197-R2200 (1996)

    Google Scholar 

  32. Daniels, K.E., Beck, C., Bodenschatz, E.: Defect turbulence and generalized statistical mechanics. [cond-mat/0302623]

  33. Kurchan, J.: Elementary constraints on autocorrelation function scalings. Phys. Rev. E 66, 017101-017104 (2002)

    Article  Google Scholar 

  34. Sherrington, D., Kirkpatrick, S.: Solvable model of a spin-glass. Phys. Rev. Lett. 35, 1792-1796 (1975); Sherrington, D., Kirkpatrick, S.: Infinite-ranged models of spin-glasses. Phys. Rev. B 17, 4384-4403 (1978)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. Rapisarda.

Additional information

Communicated by M. Sugiyama

Received: 8 July 2003, Accepted: 27 October 2003, Published online: 11 February 2004

PACS:

05.70.Fh, 89.75.Fb, 64.60.Fr, 75.10.Nr

Correspondence to: A. Rapisarda

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pluchino, A., Latora, V. & Rapisarda, A. Dynamics and thermodynamics of a model with long-range interactions. Continuum Mech. Thermodyn. 16, 245–255 (2004). https://doi.org/10.1007/s00161-003-0170-0

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00161-003-0170-0

Keywords:

Navigation