Abstract
Given an equilibrium state µ for a continuous function f on a shift of finite type X, the pressure of f is the integral, with respect to µ, of the sum of f and the information function of µ. We show that under certain assumptions on f, X and an invariant measure ν, the pressure of f can also be represented as the integral with respect to ν of the same integrand. Under stronger hypotheses we show that this representation holds for all invariant measures ν. We establish an algorithmic implication for approximation of pressure, and we relate our results to a result in thermodynamic formalism.
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References
R. Berger, The undecidability of the domino problem, Memoirs of the American Mathematical Society 66 (1966).
R. Bradley, A caution on mixing conditions for random fields, Statistics & Probability Letters 8 (1989), 489–491.
N. Chandgotia and T. Meyerovitch, Markov random fields, Markov cocycles and the 3-colored chessboard, 2013, preprint, ArXiv: 1305.0808v1.
R. L. Dobrushin, Description of a random field by means of conditional probabilities and conditions for its regularity, Theory of Probability and its Applications 13 (1968), 197–224.
D. Gamarnik and D. Katz, Sequential cavity method for computing free energy and surface pressure, Journal of Statistical Physics 137 (2009), 205–232.
H. Georgii, Gibbs Measures and Phase Transitions, de Gruyter Studies in Mathematics, Vol. 9, de Gruyter, Berlin, 1988.
M. Hochman and T. Meyerovitch, A characterization of the entropies of multidimensiona shifts of finite type, Annals of Mathematics 171 (2012), 2011–2038.
U. Krengel, Ergodic Theorems, de Gruyter studies in Mathematics, Vol. 6, de Gruyter, Berlin, 1985.
O. E. Lanford III and D. Ruelle, Observables at infinity and states with short range correlations in statistical mechanics, Communications in Mathematical Physics 13 (1969), 194–215.
E. Lieb, Residual entropy of square ice, Physical Review 162 (1967), 162–172.
D. Lind and B. Marcus, An Introduction to Symbolic Dynamics and Coding, Cambridge University Press, Cambridge, 1995, reprinted 1999.
B. Marcus and R. Pavlov, Computing bounds on entropy of ℤd stationary Markov random fields, SIAM Journal on Discrete Mathematics 27 (2013), 1544–1558.
B. Marcus and R. Pavlov, Approximating entropy for a class of Markov random fields and pressure for a class of functions on shifts of finite type, Ergodic Theory and Dynamical Systems 33 (2013), 186–220.
T. Meyerovitch, Gibbs and equilibrium measures for some families of subshifts, Ergodic Theory and Dynamical Systems 33 (2013), 934–953.
D. Ruelle, Thermodynamic Formalism, Cambridge University Press, Cambridge, 1978.
K. Schmidt, The cohomology of higher-dimensional shifts of finite type, Pacific Journal of Mathematics 170 (1995), 237–269.
K. Schmidt, Tilings, fundamental cocycles and fundamental groups of symbolic zdactions, Ergodic Theory and Dynamical Systems 18 (1998), 1473–1525.
J. Walsh, Martingales with a multi-dimensional parameter set and stochastic integration in the plane, in Lectures in Probability and Statistics (Santiago de Chile, 1986), Lecture Nores in Mathematics, Vol. 1215, Springer, Berlin, 1986, pp. 329–491.
P. Walters, An introduction to ergodic theory, Graduate Texts in Mathematics, Vol. 79, Springer, Berlin, 1975.
P. Walters, A variational principle for the pressure of continuous transformations, American Journal of Mathematics 97 (1975), 937–971.
D. Weitz, Combinatorial criteria for uniqueness of Gibbs measures, Random Structures and Algorithms 27 (2005), 445–475.
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Marcus, B., Pavlov, R. An integral representation for topological pressure in terms of conditional probabilities. Isr. J. Math. 207, 395–433 (2015). https://doi.org/10.1007/s11856-015-1178-4
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DOI: https://doi.org/10.1007/s11856-015-1178-4