Abstract
We study the partition function of the Potts model in an external (magnetic) field, and its connections with the zero-field Potts model partition function. Using a deletion-contraction formulation for the partition function Z for this model, we show that it can be expanded in terms of the zero-field partition function. We also show that Z can be written as a sum over the spanning trees, and the spanning forests, of a graph G. Our results extend to Z the well-known spanning tree expansion for the zero-field partition function that arises though its connections with the Tutte polynomial.
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Aizenman, M., Chayes, J.T., Chayes, L., Newman, C.M.: Discontinuity of the magnetization in one-dimensional 1/|x−y|2 Ising and Potts models. J. Stat. Phys. 50, 1–40 (1988)
Andrén, D., Markström, K.: The bivariate Ising polynomial of a graph. Discrete Appl. Math. 157, 2515–2524 (2009)
Andrews, G.E.: The hard-hexagon model and Rogers-Ramanujan type identities. Proc. Natl. Acad. Sci. USA 78, 5290–5292 (1981)
Baxter, R.J.: Exactly Solved Models in Statistical Mechanics. Academic Press, New York (1982)
Beaudin, L., Ellis-Monaghan, J., Pangborn, G., Shrock, R.: A little statistical mechanics for the graph theorist. Discrete Math. 310, 2037–2053 (2010)
Berg, B.A.: Introduction to Markov chain Monte Carlo simulations and their statistical analysis. In: Markov Chain Monte Carlo. Lect. Notes Ser. Inst. Math. Sci. Natl. Univ. Singap., vol. 7, pp. 1–52. World Scientific, Hackensack (2005)
Biskup, M., Borgs, C., Chayes, J.T., Kotecký, R.: Gibbs states of graphical representations of the Potts model with external fields. In: Probabilistic Techniques in Equilibrium and Nonequilibrium Statistical Physics. J. Math. Phys. 41, 1170–1210 (2000)
Bollobás, B.: Modern Graph Theory. Graduate Texts in Mathematics. Springer, New York (1998)
Bollobás, B., Riordan, O.: A Tutte polynomial for coloured graphs. In: Recent Trends in Combinatorics, Matrahaza, 1995. Comb. Probab. Comput. 8, 45–93 (1999)
Chang, S.C., Shrock, R.: Some exact results on the Potts model partition function in a magnetic field. J. Phys. A 42, 385004 (2009) 5 pp.
Chang, S.C., Shrock, R.: Weighted graph colorings. J. Stat. Phys. 138, 496–542 (2010)
Ellis-Monaghan, J., Moffatt, I.: The Tutte-Potts connection in the presence of an external magnetic field. Adv. Appl. Math. 47, 772–782 (2011)
Fortuin, C.M., Kasteleyn, P.W.: On the random cluster model. Physica (Amsterdam) 57, 536–564 (1972)
Georgii, H.-O., Häggström, O., Maes, C.: The random geometry of equilibrium phases. In: Phase Transit. Crit. Phenom., vol. 18, pp. 1–142. Academic Press, San Diego (2001)
Goldberg, L.A., Jerrum, M.: Inapproximability of the Tutte polynomial. In: STOC’07—Proceedings of the 39th Annual ACM Symposium on Theory of Computing, pp. 459–468. ACM, New York (2007)
Jones, V.: On knot invariants related to some statistical mechanical models. Pac. J. Math. 137, 311–334 (1989)
Lieb, E.H.: Residual entropy of square ice. Phys. Rev. 162, 162–172 (1967)
Meyer-Ortmanns, H.: Immigration, integration and ghetto formation. Int. J. Mod. Phys. C 14, 311–320 (2003)
Noble, S.D., Welsh, D.J.A.: A weighted graph polynomial from chromatic invariants of knots. In: Symposium, Grenoble, 1998. Ann. Inst. Fourier (Grenoble) 49, 1057–1087 (1999)
Ouchi, N.B., Glazier, J.A., Rieu, J.-P., Upadhyaya, A., Sawada, Y.: Improving the realism of the cellular Potts model in simulations of biological cells. Physica A 329, 451–458 (2003)
Potts, R.B.: Some generalized order-disorder transformations. Proc. Camb. Philos. Soc. 48, 106–109 (1952)
Royle, G.: Recent results on chromatic and flow roots of graphs and matroids In: Surveys in Combinatorics. London Math. Soc. Lecture Note Ser., vol. 365, pp. 289–327. Cambridge Univ. Press, Cambridge (2009)
Sanyal, S., Glazier, J.A.: Viscous instabilities in flowing foams: a cellular Potts model approach. J. Stat. Mech. 10, P10008 (2006)
Schelling, T.C.: Dynamic models of segregation. J. Math. Sociol. 1, 143–186 (1971)
Schulze, C.: Potts-Like model for ghetto formation in multi-cultural societies. Int. J. Mod. Phys. C 16, 35–355 (2005)
Sokal, A.D.: Bounds on the complex zeros of (di)chromatic polynomials and Potts-model partition functions. Comb. Probab. Comput. 10, 41–77 (2001)
Sokal, A.D.: Chromatic roots are dense in the whole complex plane. Comb. Probab. Comput. 13, 221–261 (2004)
Sokal, A.D.: The multivariate Tutte polynomial (alias Potts model) for graphs and matroids. In: Webb, B.S. (ed.) Surveys in Combinatorics, pp. 173–226. Cambridge University Press, Cambridge (2005)
Shrock, R., Xu, Y.: Weighted-set graph colorings. J. Stat. Phys. 139, 27–61 (2010)
Traldi, L.: A dichromatic polynomial for weighted graphs and link polynomials. Proc. Am. Math. Soc. 106, 279–286 (1989)
Turner, S., Sherratt, J.A.: Intercellular adhesion and cancer invasion. J. Theor. Biol. 216, 85–100 (2002)
Welsh, D.J.A.: Complexity: Knots, Colourings and Counting. London Mathematical Society Lecture Note Series. Cambridge University Press, New York (1993)
Watanabe, Y., Fukumizu, K.: New graph polynomials from the Bethe approximation of the Ising partition function. Comb. Probab. Comput. 20, 299–320 (2011)
Welsh, D.J.A., Merino, C.: The Potts model and the Tutte polynomial. In: Probabilistic Techniques in Equilibrium and Nonequilibrium Statistical Physics. J. Math. Phys. 41, 1127–1152 (2000)
Wu, F.Y.: Percolation and the Potts model. J. Stat. Phys. 18, 115–123 (1978)
Wu, F.Y.: The Potts model. Rev. Mod. Phys. 54, 253–268 (1982)
Wu, F.Y.: Knot theory and statistical mechanics. Rev. Mod. Phys. 64, 1099–1131 (1992)
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This work is based on L.M.’s Masters Thesis which was supervised by I.M.
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McDonald, L.M., Moffatt, I. On the Potts Model Partition Function in an External Field. J Stat Phys 146, 1288–1302 (2012). https://doi.org/10.1007/s10955-012-0449-2
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DOI: https://doi.org/10.1007/s10955-012-0449-2