Abstract
We consider translation-invariant interacting particle systems on the lattice with finite local state space admitting at least one Gibbs measure as a time-stationary measure. The dynamics can be irreversible but should satisfy some mild non-degeneracy conditions. We prove that weak limit points of any trajectory of translation-invariant measures, satisfying a non-nullness condition, are Gibbs states for the same specification as the time-stationary measure. This is done under the additional assumption that zero entropy loss of the limiting measure w.r.t. the time-stationary measure implies that they are Gibbs measures for the same specification. We show how to prove the non-nullness for a large number of cases, and also give an alternate version of the last condition such that the non-nullness requirement can be dropped. As an application we obtain the attractor property if there is a reversible Gibbs measure. Our method generalizes convergence results using relative entropy techniques to a large class of dynamics including irreversible and non-ergodic ones.
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References
Bakry, D., Gentil, I., Ledoux, M.: Analysis and geometry of Markov diffusion operators. In: Fundamental Principles of Mathematical Sciences, vol. 348. Springer (2014)
Dai Pra, P.: Large deviations and stationary measures for interacting particle systems. Stochast. Process. Appl. 48(1) (1993)
Dereudre D.: Variational principle for Gibbs point processes with finite range interaction. Electron. Commun. Probab. 21(10), 11 (2016)
van Enter A.C.D., Fernández R., Sokal A.D.: Regularity properties and pathologies of position-space renormalization-group transformations: Scope and limitations of Gibbsian theory. J. Stat. Phys. 72, 879–1167 (1993)
van Enter A.C.D., Fernández R., den Hollander F., Redig F.: Possible Loss and recovery of Gibbsianness during the stochastic evolution of Gibbs Measures. Comm. Math. Phys. 226, 101–130 (2002)
van Enter A.C.D., Fernández R., den Hollander F., Redig F.: A large-deviation view on dynamical Gibbs-non-Gibbs transitions. Moscow Math. J. 10, 687–711 (2010)
van Enter A.C.D., Ruszel W.M.: Gibbsianness vs Non-Gibbsianness of time-evolved planar rotor models.. Stoch. Proc. Appl. 119, 1866–1888 (2009)
Erbar M., Kuwada K., Sturm K.T.: On the equivalence of the entropic curvature-dimension condition and Bochner’s inequality on metric measure spaces. Invent. Math. 201(58), 993–1071 (2015)
Ermolaev V.N., Külske C.: Low-temperature dynamics of the Curie-Weiss model: Periodic orbits, multiple histories and loss of Gibbsianness. J. Stat. Phys. 141, 727–756 (2010)
Funaki T., Spohn H.: Motion by mean curvature from the Ginzburg-Landau interface model. Commun. Math. Phys. 185, 1–36 (1997)
Georgii, H.-O.: Canonical Gibbs measures, Springer Berlin, Lecture Notes in Mathematics 760 (1979)
Georgii H.-O. (2011) Gibbs measures and phase transitions, New York: De Gruyter
Giacomin G., Pakdaman K., Pellegrin X.: Global attractor and asymptotic dynamics in the Kuramoto model for coupled noisy phase oscillators. Nonlinearity 25, 1247–1273 (2012)
Guionnet, A., Zegarlinśki, B.: Lectures on logarithmic Sobolev inequalities, in Séminaire de Probabilités, XXXVI. Lecture Notes in Math., vol. 1801, Springer, Berlin (2003)
Häggström O.: Is the fuzzy Potts model Gibbsian?. Ann. Inst. H. Poincaré Probab. Statist. 39(5), 891–917 (2003)
Higuchi Y., Shiga T.: Some results on Markov processes of infinite lattice spin systems. J. Math. Kyoto Univ. 15(1), 211–229 (1975)
Holley R.: Free energy in a Markovian model of a lattice spin system. Comm. Math. Phys. 23, 87–99 (1971)
Holley R., Stroock D.: In one and two dimensions, every stationary measure for a stochastic Ising model is a Gibbs state. Commun. Math. Phys. 55, 37–45 (1977)
Jahnel B., Külske C.: Attractor properties of non-reversible dynamics w.r.t. invariant Gibbs measures on the lattice. Markov Process. Related Fields 22(3), 507–535 (2016)
Jahnel B., Külske C.: A class of non-ergodic interacting particle systems with unique invariant measure. Ann. Appl. Probab. 24, 2595–2643 (2014)
Jahnel, B., Külske, C.: Synchronization for discrete mean-field rotators, Electron. J. Probab. 19(14) (2014)
Jahnel B., Külske C.: A class of non-ergodic probabilistic cellular automata with unique invariant measure and quasi-periodic orbit. Stoch. Proc. Appl. 125, 2427–2450 (2015)
Jahnel B., Külske C.: The Widom–Rowlinson model under spin flip: Immediate loss and sharp recovery of quasilocality. Ann. Appl. Probab. 27, 3845–3892 (2017)
Jahnel, B., Külske, C.: Gibbsian representation for point processes via hyperedge potentials. arXiv:1707.05991
Kipnis, C., Landim, C.: Scaling limits of interacting particle systems, Graduate Studies in Mathematics, vol. 320, Springer-Verlag Berlin (1999)
Kozlov O.K.: Gibbs description of a system of random variables. Prob. Info. Trans. 10, 258–265 (1974)
Külske C., Le Ny A.: Spin-flip dynamics of the Curie-Weiss model: Loss of Gibbsianness with possibly broken symmetry. Commun. Math. Phys. 271, 431–454 (2007)
Külske C., Le Ny A., Redig F.: Relative entropy and variational properties of generalized Gibbsian measures. Ann. Probab. 32, 1691–1726 (2004)
Külske C., Redig F.: Loss without recovery of Gibbsianness during diffusion of continuous spins. Prob. Theor. Rel. Fields 135, 428–456 (2006)
Künsch H.: Non reversible stationary measures for infinite interacting particle systems. Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 66(3), 407 (1984)
Liggett T. Interacting Particle Systems, New York: Springer-Verlag (1985)
Maes, C.: Elements of nonequilibrium statistical mechanics, Amsterdam: Elsevier, 607–655 (2006)
Maes C., Redig F., Verschuere M.: Entropy production for interacting particle systems. Amsterdam: Elsevier, Markov Process. Related Fields 7(1), 119–134 (2001)
Maes C., Shlosman S.B.: Rotating states in driven clock- and XY-models. J. Stat. Phys. 144, 1238–1246 (2011)
Olla S., Varadhan S.R.S.: Scaling limit for interacting Ornstein-Uhlenbeck processes. Commun. Math. Phys. 135, 355–378 (1991)
Olla S., Varadhan S.R.S., Yau H.T.: Hydrodynamic limit for a Hamiltonian system with weak noise. Commun. Math. Phys. 155, 523–560 (1991)
Pfister C.-E.: Thermodynamical aspects of classical lattice systems, in and out of equilibrium. Progr. Prob. 51, 393–472 (2002)
von Renesse M.K., Sturm K.T.: Transport inequalities, gradient estimates, entropy, and Ricci curvature. Comm. Pure Appl. Math. 58, 923–940 (2005)
Spohn H.: Interfacemotion in models with stochastic dynamics. J. Stat. Phys. 71, 1081–1132 (1993)
Sullivan W.G.: Potentials for almost Markovian random fields, Comm. Math. Phys. 33, 61–74 (1973)
Villani, C.: Optimal Transportation, Old and New. Graduate Studies in Mathematics, vol. 338, Springer-Verlag Berlin (2009)
Yau H.T.: Relative entropy and hydrodynamics of Ginzburg-Landau models. Lett. Math. Phys. 22, 63–80 (1991)
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The authors thank the editor and anonymous referees for comments and suggestions that helped to improve the presentation of the material. This research was supported by the Leibniz program Probabilistic Methods for Mobile Ad-Hoc Networks.
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Jahnel, B., Külske, C. Attractor Properties for Irreversible and Reversible Interacting Particle Systems. Commun. Math. Phys. 366, 139–172 (2019). https://doi.org/10.1007/s00220-019-03352-4
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DOI: https://doi.org/10.1007/s00220-019-03352-4