Abstract
It is known that models of interacting systems have been intensively studied in the last years and new methodologies have been developed in the attempt to understanding their intriguing features. One of the most promising directions is the combination of statistical mechanics tools with the methods adopted from dynamical systems. One of such tools is the renormalization group (RG) which has had a profound impact on modern statistical physics. This approach in statistical mechanics yielded lots of interesting results. These investigations shaded light into phase transitions problem of spin models on lattices models. In the present work, we are going to review recent development on the RG method to p-adic lattice models on Cayley trees. It turned out that the investigation of RG transformation is strongly tied up with associated p-adic dynamical system. In this paper, we provide recent results on the existence of the phase transition and its relation to the chaotic behavior of the associated p-adic dynamical system. We restrict ourselves to the p-adic q-state Potts model on a Cayley tree. Our approach uses the theory of p-adic measure and non-Archimedean stochastic processes. One of the main tools of the detection of the phase transition is the existence of several p-adic Gibbs measures. The advantage of the non-Archimedeanity of the norm allowed us rigorously to prove the existence of the chaos. We point out that In the real case, analogous results with rigorous proofs are not known in the literature.
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References
Ahmad M.A.Kh., Liao L.M. Saburov M. Periodic p-adic Gibbs measures of q-state Potts model on Cayley tree: the chaos implies the vastness of p-adic Gibbs measures, J. Stat. Phys., 171:6 (2018), 1000–1034.
Albeverio S., Khrennikov A., Cianci R., On the Fourier transform and the spectral properties of the p-adic momentum and Schrodinger operators. J. Phys. A, Math. and General, 30 (1997) 5767–5784.
Albeverio S., Khrennikov A., Cianci R., A representation of quantum field hamiltonian in a p-adic Hilbert space. Theor. Math. Phys., 112 (1997) 1081–1096.
Albeverio S., Khrennikov A., Cianci R., On the spectrum of the p-adic position operator. J. Phys. A, Math. and General, 30(1997), 881–889.
Albeverio S., Cianci R., Khrennikov A. Yu., p-adic valued quantization. P-Adic Numbers, Ultrametric Anal. Appl., 1 (2009), 91–104.
Arrowsmith D.K., Vivaldi F., Some p −adic representations of the Smale horseshoe, Phys. Lett. A 176(1993), 292–294.
Arrowsmith D.K., Vivaldi F., Geometry of p-adic Siegel discs. Physica D, 71(1994), 222–236.
Arroyo-Ortiz E., Zuniga-Galindo W.A., Construction of p-Adic Covariant Quantum Fields in the Framework of White Noise Analysis, Rep. Math. Phys. 84(2019), 1–34.
Ananikian N.S., Dallakian S.K., Hu B., Chaotic Properties of the Q-state Potts Model on the Bethe Lattice: Q < 2, Complex Systems, 11 (1997), 213–222.
Anashin V., Khrennikov A., Applied Algebraic Dynamics, Walter de Gruyter, Berlin, New York, 2009.
Albeverio S., Rozikov U., Sattarov I.A., p-adic (2, 1)-rational dynamical systems, J. Math. Anal. Appl., 398 (2013), 553–566.
Avetisov V.A., Bikulov A.H., Kozyrev S.V. Application of p-adic analysis to models of spontaneous breaking of the replica symmetry, J. Phys. A: Math. Gen. 32(1999) 8785–8791.
Baxter R.J., Exactly Solved Models in Statistical Mechanics, Academic Press, London, 1982.
Benedetto R., Reduction, dynamics, and Julia sets of rational functions, J. Number Theory, 86 (2001), 175–195.
Benedetto R., Hyperbolic maps in p-adic dynamics, Ergod. Th.& Dynam. Sys. 21 (2001), 1–11.
Bogachev V., Measure theory, Springer, Berlin, 2007.
Bogachev L.V., Rozikov U.A., On the uniqueness of Gibbs measure in the Potts model on a Cayley tree with external field, J. Stat. Mech.: Theory and Exper., (2019) 073205
Bosco F.A., Jr Goulart R.S., Fractal dimension of the Julia set associated with the Yang-Lee zeros of the ising model on the Cayley tree, Europhys. Let. 4 (1987) 1103–1108.
Casas J.M., Omirov B.A., Rozikov U.A, Solvability criteria for the equation x q = a in the field of p-adic numbers, Bull. Malays. Math. Sci. Soc., 37(2014), 853–864.
Derrida B., Seze L. De., Itzykson C. Fractal structure of zeros in hierarchical models, J. Stat. Phys. 33(1983) 559–569.
Diao H., Silva C.E., Digraph representations of rational functions over the p-adic numbers, p-Adic Numbers, Ultametric Anal. Appl. 3 (2011), 23–38.
Dobrushin R.L. The problem of uniqueness of a Gibbsian random field and the problem of phase transitions, Funct.Anal. Appl. 2 (1968) 302–312.
Dobrushin R.L. Prescribing a system of random variables by conditional distributions, Theor. Probab. Appl. 15(1970) 458–486.
Dragovich B., Khrennikov A., Mihajlovic D. Linear fraction p-adic and adelic dynamical systems, Rep. Math. Phys. 60(2007) 55–68.
Dragovich B., Khrennikov A.Yu., Kozyrev S.V., Volovich I.V., On p-adic mathematical physics, p-Adic Numbers, Ultrametric Analysis and Appl. 1 (2009), 1–17.
Dragovich B., Khrennikov A.Yu., Kozyrev S.V., Volovich I.V., Zelenov E. I., p -Adic Mathematical Physics: The First 30 Years. p-Adic Numbers Ultrametric Anal. Appl. 9 (2017), 87–121.
Efetov K.B., Supersymmetry in disorder and chaos, Cambridge Univ. Press, Cambrdge, 1997.
Eggarter T.P., Cayley trees, the Ising problem, and the thermodynamic limit, Phys. Rev. B 9 (1974) 2989–2992.
Georgii H.O. Gibbs measures and phase transitions, Walter de Gruyter, Berlin, 1988.
Gyorgyi G., Kondor I., Sasvari L., Tel T., From phase transitions to chaos, World Scientific, Singapore, 1992.
Gandolfo D., Rozikov U., Ruiz J. On p-adic Gibbs measures for hard core model on a Cayley Tree, Markov Proc. Rel. Topics 18(2012) 701–720.
Ganikhodjaev N.N., On pure phases of the three-state ferromagnetic Potts model on the Bethe lattice order two, Theor. Math. Phys. 85 (1990) 163–175.
Ganikhodjaev N.N., Mukhamedov F.M., Rozikov U.A. Phase transitions of the Ising model on \({\mathbb Z}\) in the p-adic number field, Uzbek. Math. Jour. 4 (1998) 23–29 (Russian).
Ganikhodjaev N.N., Mukhamedov F.M., Rozikov U.A. Phase transitions of the Ising model on \({\mathbb Z}\) in the p-adic number field, Theor. Math. Phys. 130 (2002), 425–431.
Herman M., Yoccoz J.-C., Generalizations of some theorems of small divisors to non-Archimedean fields, In: Geometric Dynamics Rio de Janeiro, 1981, Lec. Notes in Math. 1007, Springer, Berlin, 1983, pp. 408–447.
Fan A.H., Liao L.M., Wang Y.F., Zhou D., p-adic repellers in Q p are subshifts of finite type, C. R. Math. Acad. Sci Paris, 344 (2007), 219–224.
Fan A.H., Fan S.L., Liao L.M., Wang Y.F., On minimal deecomposition of p-adic homographic dynamical systems, Adv. Math. 257(2014) 92–135.
Fan A.H., Fan S.L., Liao L.M., Wang Y.F., Minimality of p-adic rational maps with good reduction, Discrete Cont. Dyn. Sys. 37(2017), 3161–3182.
Feynman R.P. Negative Probability, in Quantum Implications, Essays in Honour of David Bohm, Ed. by B. J. Hiley and F. D. Peat, Routledge and Kegan Paul, London, 1987, pp. 235–246.
Ilic-Stepic A., Ognjanovic Z., Ikodinovic N., Perovic A., p-adic probability logics, p-Adic Num. Ultra. Anal. Appl. 8 (2016), 177–203.
Kaneko H., Kochubei A.N., Weak solutions of stochastic differential equations over the field of p-adic numbers, Tohoku Math. J. 59(2007), 547–564.
Kaplan S., A survey of symbolic dynamics and celestial mechanics, Qualitative Theor. Dyn. Sys., 7 (2008), 181–193.
Katsaras A.K. Extensions of p-adic vector measures, Indag. Math.N.S. 19 (2008) 579–600.
Katsaras A.K. On spaces of p-adic vector measures, P-Adic Numbers, Ultrametric Analysis, Appl. 1 (2009) 190–203.
Katsaras A.K. On p-adic vector measures, Jour. Math. Anal. Appl. 365 (2010), 342–357.
Kochubei A.N. Pseudo-differential equations and stochastics over non-Archimedean fields, Mongr. Textbooks Pure Appl. Math. 244 Marcel Dekker, New York, 2001.
Kozyrev S.V., Wavelets and spectral analysis of ultrametric pseudodifferential operators Sbornik Math. 198(2007), 97–116.
Khakimov O. N., On a generalized p-adic gibbs measure for Ising Model on trees, p-Adic Numbers, Ultrametric Anal. Appl. 6 (2014) 105–115.
Khakimov O.N., p-adic Gibbs quasi measures for the Vannimenus model on a Cayley tree, Theor. Math. Phys. 179(2014) 395–404.
Khamraev M., Mukhamedov F.M. On p-adic λ-model on the Cayley tree, J. Math. Phys. 45(2004) 4025–4034.
Khamraev M., Mukhamedov F.M., Rozikov U.A. On uniqueness of Gibbs measure for p-adic λ-model on the Cayley tree, Lett. Math. Phys. 70(2004), No. 1, 17–28
Khamraev M., Mukhamedov F.M. On a class of rational p-adic dynamical systems, J. Math. Anal. Appl. 315 (2006), 76–89.
Khrennikov A. YU., p-Adic Description of Dirac’s Hypothetical World with Negative Probabilities, Int. J. Theor. Phys. 34(1995), 2423–2434.
Khrennikov A., p-adic valued probability measures, Indag. Mathem. N.S., 7 (1996) 311–330.
Khrennikov A., Non-Archimedean analysis and its applications. Nauka, Fizmatlit, Moscow, 2003 (in Russian).
Khrennikov A.Yu. Non-Archimedean analysis: quantum paradoxes, dynamical systems and biological models, Kluwer Academic Publisher, Dordrecht, 1997.
Khrennikov A., p-adic description of chaos., In: Nonlinear Physics: Theory and Experiment. Editors E. Alfinito, M. Boti., World Scientific, Singapore, 1996, pp. 177–184.
Khrennikov A.Yu., Generalized probabilities taking values in non-Archimedean fields and in topological Groups, Russian J. Math. Phys. 14 (2007), 142–159.
Khrennikov A.Yu., Kozyrev S.V., Ultrametric random field, Infin. Dimens. Anal. Quantum Probab. Relat. Top. 9(2006), 199–213.
Khrennikov A.Yu., Kozyrev S.V., Replica symmetry breaking related to a general ultrametric space I,II,III, Physica A, 359(2006), 222–240; 241–266; 378(2007), 283–298.
Khrennikov A.Yu., Kozyrev S.V., Zuniga-Galindo W.A., Ultrametric Pseudodifferential Equations and Applications, Cambridge Univ. Press, 2018.
Khrennikov A.Yu., Ludkovsky S. Stochastic processes on non-Archimedean spaces with values in non-Archimedean fields, Markov Process. Related Fields 9(2003) 131–162.
Khrennikov A.Yu., Ludkovsky S., On infinite products of non-Archimedean measure spaces, Indag. Math. N. S. 13(2002), 177–183.
Khrennikov A.Yu., Mukhamedov F., On uniqueness of Gibbs measure for p-adic countable state Potts model on the Cayley tree, Nonlin. Analysis: Theor. Methods Appl. 71 (2009), 5327–5331.
Khrennikov A., Mukhamedov F., Mendes J.F.F. On p-adic Gibbs measures of countable state Potts model on the Cayley tree, Nonlinearity 20(2007) 2923–2937.
Khrennikov A.Yu., Nilsson M. p-adic deterministic and random dynamical systems, Kluwer, Dordreht, 2004.
Khrennikov A.Yu., Yamada S., van Rooij A., Measure-theoretical approach to p-adic probability theory, Annals Math. Blaise Pascal 6 (1999) 21–32.
Koblitz N., p-adic numbers, p-adic analysis and zeta-function, Berlin, Springer, 1977.
Kolmogorov A.N. Foundations of the Probability Theory, Chelsey, New York, 1956.
Kulske C., Rozikov U.A., Khakimov R.M., Description of all translation-invariant splitting Gibbs measures for the Potts model on a Cayley tree, J. Stat. Phys. 156 (1) (2013), 189–200.
Le Ny A., Liao L., Rozikov U.A., p-adic boundary laws and Markov chains on trees, Lett. Math. Phys. doi.org/10.1007/s11005-020-01316-7.
Lubin J., Nonarchimedean dynamical systems, Composito Math., 94 (1994), 321–346.
Ludkovsky S. Stochastic processes and their spectral representations over non-archimedean fields, J. Math. Sci. 185(2012), 65–124.
von Mises R., The Mathematical Theory of Probability and Statistics, Academic, London, 1964.
Muckenheim W., A Review on Extended Probabilities, Phys. Rep. 133(1986), 338–401.
Monna A., Springer T., Integration non-Archim’edienne 1, 2. Indag. Math. 25 (1963) 634–653.
Monroe J.L. Julia sets associated with the Potts model on the Bethe lattice and other recursively solved systems, J. Phys. A: Math. Gen., 34 (2001), 6405–6412
Mukhamedov F., On a recursive equation over p-adic field, Appl. Math. Lett. 20(2007), 88–92.
Mukhamedov F., On existence of generalized Gibbs measures for one dimensional p-adic countable state Potts model, Proc. Steklov Inst. Math. 265 (2009), 165–176.
Mukhamedov F., On p-adic quasi Gibbs measures for q + 1-state Potts model on the Cayley tree, P-adic Numbers, Ultametric Anal. Appl. 2(2010), 241–251.
Mukhamedov F.M., Existence of P-adic quasi Gibbs measure for countable state Potts model on the Cayley tree, J. Ineqal. Appl. 2012, 2012:104.
Mukhamedov F., Dynamical system appoach to phase transitions p-adic Potts model on the Cayley tree of order two, Rep. Math. Phys., 70 (2012), 385–406.
Mukhamedov F., On dynamical systems and phase transitions for q + 1-state p-adic Potts model on the Cayley tree, Math. Phys. Anal. Geom., 53 (2013) 49–87.
Mukhamedov F., Recurrence equations over trees in a non-Archimedean context, P-adic Numb. Ultra. Anal. Appl. 6(2014), 310–317.
Mukhamedov F. On strong phase transition for one dimensional countable state P-adic Potts model, J. Stat. Mech. (2014) P01007.
Mukhamedov F., Renormalization method in p-adic λ-model on the Cayley tree, Int. J. Theor. Phys., 54 (2015), 3577–3595.
Mukhamedov F., Akin H. Phase transitions for P-adic Potts model on the Cayley tree of order three, J. Stat. Mech. (2013), P07014.
Mukhamedov F., Akin H. The p-adic Potts model on the Cayley tree of order three, Theor. Math. Phys. 176 (2013), 1267–1279.
Mukhamedov F., Akin H., On non-Archimedean recurrence equations and their applications, J. Math. Anal. Appl. 423 (2015), 1203–1218.
Mukhamedov F., Akin H., Dogan M. On chaotic behavior of the p-adic generalized Ising mapping and its application, J. Difference Eqs Appl. 23(2017), 1542–1561.
Mukhamedov F., Dogan M., On p-adic λ-model on the Cayley tree II: phase transitions, Rep. Math. Phys. 75 (2015), 25–46.
Mukhamedov F., Khakimov O. On Periodic Gibbs Measures of p-Adic Potts Model on a Cayley Tree, p-Adic Numbers, Ultr. Anal.Appl., 8(2016)225–235.
Mukhamedov F., Khakimov O. Phase transition and chaos: p-adic Potts model on a Cayley tree, Chaos, Solitons & Fractals 87(2016), 190–196.
Mukhamedov F., Khakimov O., On metric properties of unconventional limit sets of contractive non-Archimedean dynamical systems, Dynamical Systems 31 (2016), 506–524.
Mukhamedov F., Khakimov O., On generalized self-similarity in p-adic field, Fractals, 24 (2016), No. 4, 16500419.
Mukhamedov F., Khakimov O., On Julia set and chaos in p-adic Ising model on the Cayley tree, Math. Phys. Anal. Geom. 20 (2017) 23.
Mukhamedov F., Khakimov O., Chaotic behaviour of the p-adic Potts-Bethe mapping, Disc. Cont. Dyn. Syst. 38(2018), 231–245.
Mukhamedov F., Khakimov O., Chaotic behaviour of the p-adic Potts-Bethe mapping II, Ergodic Theory Dyn Sys. https://doi.org/10.1017/etds.2021.96
Mukhamedov F., Khakimov O., On equation x k = a over Q p and its applications, Izvestiya Math. 84 (2020), 348–360.
Mukhamedov F.M., Mendes J.F.F., On the chaotic behavior of a generalized logistic p-adic dynamical system, J. Diff. Eqs. 243 (2007), 125–145
Mukhamedov F., Omirov B., Saburov M., On cubic equations over p-adic field. Int. J. Number Theory 10 (2014), 1171–1190.
Mukhamedov F., Saburov M, On equation x q = a over \({\mathbb {Q}}_p\), J. Number Theor., 133, (2013), 55–58.
Mukhamedov F., Saburov M., Khakimov O., On p-adic Ising-Vannimenus model on an arbitrary order Cayley tree, J. Stat. Mech. (2015), P05032
Mukhamedov F., Saburov M., Khakimov O., Translation-invariant p-adic quasi Gibbs measures for the Ising-Vannimenus model on a Cayley tree, Theor. Math. Phys., 187(1), (2016), 583–602.
Mukhamedov F.M., Rozikov U.A., On rational p-adic dynamical systems, Methods of Funct. Anal. and Topology, 10 (2004), No.2, 21–31
Mukhamedov F.M., Rozikov U.A. On Gibbs measures of p-adic Potts model on the Cayley tree, Indag. Math. N.S. 15 (2004) 85–100.
Mukhamedov F.M., Rozikov U.A. On inhomogeneous p-adic Potts model on a Cayley tree, Infin. Dimens. Anal. Quantum Probab. Relat. Top. 8(2005) 277–290.
Mukhamedov F., Rozikov U., Mendes J.F.F. On Phase Transitions for p-Adic Potts Model with Competing Interactions on a Cayley Tree, AIP Conf. Proc. 826(2006) 140–150.
Ostilli M., Cayley Trees and Bethe Lattices: A concise analysis for mathematicians and physicists, Physica A, 391 (2012) 3417–3423.
Peruggi, F., di Liberto F., Monroy G., Phase diagrams of the q-state Potts model on Bethe lattices. Phys. A 141 (1987), 151–186.
Peruggi, F., di Liberto F., Monroy G., The Potts model on Bethe lattices. I. General results. J. Phys. A 16 (1983), 811–827.
Qiu W.Y., Wang Y.F., Yang J.H., Yin Y.C., On metric properties of limiting sets of contractive analytic non-Archimedean dynamical systems, J. Math. Anal. App., 414 (2014) 386–401.
Rahmatullaev M. M., Khakimov O. N., Tukhtaboev A. M., A p-adic generalized Gibbs measure for the Ising model on a Cayley tree. Theor. Math. Phys., 201(1), (2019) 1521–1530.
Rivera-Letelier J., Dynamics of rational functions over local fields, Astérisque, 287 (2003), 147–230.
van Rooij A., Non-archimedean functional analysis, Marcel Dekker, New York, 1978.
Rozikov U.A. Gibbs Measures on Cayley Trees, World Scientific, 2013.
Rozikov U. A., Khakimov O. N., Description of all translation-invariant p-dic Gibbs measures for the Potts model on a Cayley tree, Markov Proces. Rel. Fields, 21 (2015), 177–204.
Rozikov U. A., Khakimov O. N. p-adic Gibbs measures and Markov random fields on countable graphs, Theor. Math. Phys. 175 (2013), 518–525.
Rozikov U.A., Tugyonov Z.T., Construction of a set of p-adic distributions, Theor.Math. Phys. 193(2017), 1694–1702.
Saburov M., Ahmad M.A.Kh., On descriptions of all translation invariant p-adic Gibbs measures for the Potts model on the Cayley tree of order three, Math. Phys. Anal. Geom., 18 (2015) 26.
Schikhof W. H., Ultrametric calculus. An introduction to p-adic analysis. Cambridge: Cambridge University Press 1984.
Silverman J.H. The arithmetic of dynamical systems, New York, Springer, 2007.
Thiran E., Verstegen D., Weters J., p-adic dynamics, J. Stat. Phys., 54 (1989), 893–913.
Vladimirov V.S., Volovich I.V., Zelenov E.I. p -adic Analysis and Mathematical Physics, World Scientific, Singapour, 1994.
Volovich I.V. p −adic string, Classical Quantum Gravity 4 (1987) L83-L87.
Wilson K.G., Kogut J., The renormalization group and the 𝜖- expansion, Phys. Rep. 12 (1974), 75–200.
Woodcock C.F., Smart N.P., p-adic chaos and random number generation, Experiment Math. 7 (1998) 333–342.
Wu F.Y., The Potts model, Rev. Mod. Phys. 54 (1982) 235–268.
Zuniga-Galindo W.A., Torba S.M., Non-Archimedean Coulomb gases, J. Math. Phys. 61(2020), 013504.
Acknowledgements
This work is supported by the UAEU UPAR Grant No. G00003247 (Fund No. 31S391). The authors are thankful to an anonymous reviewer for his/her useful suggestions which improved the text of the present paper.
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Mukhamedov, F., Khakimov, O. (2021). Chaos in p-adic Statistical Lattice Models: Potts Model. In: Zúñiga-Galindo, W.A., Toni, B. (eds) Advances in Non-Archimedean Analysis and Applications. STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health. Springer, Cham. https://doi.org/10.1007/978-3-030-81976-7_3
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