Abstract
We clarify the structure of tree-homogeneous quantum Markov chains (THQMC) as a multi-dimensional quantum extension of homogeneous Markov chains. We provide a construction of a class of quantum Markov chains on the Cayley tree based on open quantum random walks. Moreover, we prove the uniqueness of THQMC for the construction under consideration, which means the absence of phase transitions.
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References
Accardi, L.: Noncommutative Markov chains. Proc. Int. School Math. Phys. Camerino, 268–295 (1974)
Accardi, L., Cecchini, C.: Conditional expectations in von Neumann algebras and a Theorem of Takesaki. J. Funct. Anal. 45, 245–273 (1982)
Accardi, L., Khrennikov, A., Ohya, M.: Quantum Markov Model for Data from Shar-Tversky Experiments in Cognitive Psychology. Open Syst. Inf. Dyn. 16, 371–385 (2009)
Accardi, L., Fidaleo, F., Mukhamedov, F.: Markov states chains on the CAR algebra. Inf. Dim. Anal., Quantum Probab. Relat Top. 10, 165–183 (2007)
Accardi, L., Mukhamedov, F., Saburov, M.: On Quantum Markov Chains on Cayley tree II: Phase transitions for the associated chain with XY-model on the Cayley tree of order three. Ann. Henri Poincare 12, 1109–1144 (2011)
Accardi, L., Mukhamedov, F., Souissi, A.: Construction of a new class of quantum Markov fields. Adv. Oper. Theory 1, 206–218 (2016)
Accardi, L., Ohno, H., Mukhamedov, F.: Quantum Markov fields on graphs. Inf. Dim. Anal. Quant. Probab. Relat. Top. 13, 165–189 (2010)
Accardi, L., Souissi, A., Soueidy, E.: Quantum Markov chains: A unification approach. Inf. Dim. Anal. Quantum Probab. Related Topics 23, 2050016 (2020)
Accardi, L., Watson, G.S.: Quantum random walks. In: Accardi, L., von Waldenfels, W. (eds.) Quantum Probability and Applications IV, Proc. of the year of Quantum Probability, Univ. of Rome Tor Vergata, Italy LNM, vol. 1396, pp 73–88 (1987)
Ambainis, A.: Quantum walks and their algorithmic applications. Inter. J. Quantum Inform. 1, 507–518 (2003)
Attal, S., Petruccione, F., Sabot, C., Sinayskiy, I.: Open quantum random walks. J. Stat. Phys. 147, 832–852 (2012)
Barhoumi, A., Souissi, A.: Recurrence of a class of quantum Markov Chains on trees. Chaos Solitons Fractals 164, 112644 (2022)
Bratteli, O., Robinson, D.W.: Operator Algebras and Quantum Statistical Mechanics I. Springer-Verlag, New York (1987)
Burgarth, D., Giovannetti, V.: The generalized Lyapunov theorem and its application to quantum channels. New J. Phys. 9, 150 (2007)
Carbone, R., Pautrat, Y.: Homogeneous open quantum random walks on a lattice. J. Stat. Phys. 160, 1125–1152 (2015)
Carbone, R., Pautrat, Y.: Open quantum random walks: reducibility, period, ergodic properties. Ann. Henri Poincaré 17, 99–135 (2016)
Carbone, R., Jencova, A: On period, cycles and fixed points of a quantum channel. Anna. Henri PoincarⒸ 21, 155–188 (2020)
Chandrashekar, C.M., Laflamme, R.: Quantum phase transition using quantum walks in an optical lattice. Phys. Rev. A 78, 022314 (2008)
Dhahri, A., Mukhamedov, F.: Open quantum random walks and quantum Markov chains. Funct. Anal. Appl. 53, 137–142 (2019)
Dhahri, A., Mukhamedov, F.: Open quantum random walks, quantum Markov chains and recurrence. Rev. Math. Phys. 31, 1950020 (2019)
Dobrushin, R.L.: Description of Gibbsian Random Fields by means of conditional probabilities. Probab. Theory Appl. 13(2), 201–229 (1968)
Fannes, M., Nachtergaele, B., Werner, R. F.: Valence bond states on quantum spin chains as ground states with spectral gap. J. Phys. A: Math. Gen. 24, 185–190 (1991)
Lu, Y. G.: Quantum Markov chains and classical random sequences. Nagoya Math. J. 139, 173–183 (1995)
Feng, Y., Yu, N., Ying, M.: Model checking quantum Markov chains. J. Computer Sys. Sci 79, 1181—1198 (2013)
Goolam Hossen, Y.H., Sinayskiy, I., Petruccione, F.: Non-reversal open quantum walks. Open Syst. Inf. Dyn. 25, 1850017 (2018)
Gudder, S.: Quantum Markov chains. J. Math. Phys. 49, 072105 (2008)
Konno, N., Yoo, H.J.: Limit theorems for open quantum random walks. J. Stat. Phys. 150, 299–319 (2013)
Lardizabal, C.F., Souza, R.R.: On a class of quantum channels, open random walks and recurrence. J. Stat. Phys. 159, 772–796 (2015)
Liebscher, V.: Markovianity of quantum random fields. In: Freudenberg, W. (ed.) Proceedings Burg Conference 15-20 March 2001, World Scientific, QP-PQ, Series 15, pp 151–159 (2003)
Machida, T.: Phase transition of an open quantum walk. Inter. J. Quantum Inform. 19, 2150028 (2021)
Kolmogorov, A.N: Foundation of Probability. Chelsea (1956)
Konno, N.: Quantum random walks in one dimension. Quantum Inf. Process 1, 345–354 (2002)
Mukhamedov, F., Barhoumi, A., Souissi, A.: Phase transitions for quantum Markov chains associated with Ising type models on a Cayley tree. J. Stat. Phys. 163, 544–567 (2016)
Mukhamedov, F., Barhoumi, A., Souissi, A.: On an algebraic property of the disordered phase of the Ising model with competing interactions on a Cayley tree. Math. Phys. Anal. Geom. 19, 21 (2016)
Mukhamedov, F., Barhoumi, A., Souissi, A., El Gheteb, S.: A quantum Markov chain approach to phase transitions for quantum Ising model with competing XY-interactions on a Cayley tree. J. Math. Phys. 61, 093505 (2020)
Mukhamedov, F., El Gheteb, S.: Clustering property of quantum Markov chain associated to XY-model with competing Ising interactions on the Cayley Tree of order two. Math. Phys. Anal. Geom. 22, 10 (2019)
Mukhamedov, F., Rozikov, U.: On Gibbs measures of modelswith competing ternary and binary interactions on a Cayley treeand corresponding von Neumann algebras. J. Stat. Phys. 114, 825–848 (2004)
Mukhamedov, F., Souissi, A.: Quantum Markov States on Cayley trees. J. Math. Anal. Appl. 473, 313–333 (2019)
Mukhamedov, F., Souissi, A.: Diagonalizability of quantum Markov States on trees. J. Stat. Phys. 182 (2021)
Mukhamedov, F.A., Souissi, A.: Refinement of quantum Markov states on trees. J. Stat. Mech 2021(8), 083103 (2021)
Mukhamedov, F., Souissi, A.: Entropy for quantum Markov states on trees. J. Stat. Mech 2022, 093101 (2022)
Mukhamedov, F., Souissi, A., Hamdi, T.: Quantum Markov Chains on comb graphs. Ising Model. Proc. Steklov Inst. Math. 313, 178–192 (2021)
Mukhamedov, F., Souissi, A., Hamdi, T.: Open Quantum Random Walks and Quantum Markov chains on Trees I: Phase transitions. Open. Sys. Infor. Dyn. 29(1), 2250003 (2022)
Mukhamedov, F., Souissi, A., Hamdi, T., Andolsi A.A.: Open quantum random walks and quantum Markov chains on Trees II: The recurrence. arXiv:2208.04320
Nielsen, M. A., Chuang, I. L.: Quantum Computation and Quantum Information. Cambridge University Press, Cambridge (2010)
Masuda, N., Porter, M. A., Lambiotte, R.: Random walks and diffusion on networks. Phys. Rep. 716, 1–58 (2017)
Park, Y.M., Shin, H.H.: Dynamical entropy of generalized quantum Markov chains over infinite dimensional algebras. J. Math. Phys. 38, 6287 (1997)
Rozikov, U. A.: Gibbs measures on Cayley trees. World Scientific, Singapore (2013)
Souissi, A.: A class of quantum Markov fields on tree-like graphs: Ising-type model on a Husimi tree. Open Syst. Inf. Dyn. 28(01), 2150004 (2021)
Souissi A.: On Stopping Rules for Tree-indexed Quantum Markov chains, Inf. Dim. Analysis, Quantum Probab. Related Topics (to appear)
Acknowledgements
The authors extend their appreciation to the Deputyship for Research& Innovation, Ministry of Education, Saudi Arabia for funding this researc h work through the project number (QU-IF-2-4-1-25343). The authors also thank to Qassim University for technical support.
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A.S.: investigation; prepare the manuscript; F.M.: methodology, investigation; conceptualization, editing; A.B.: investigation; editing.
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Souissi, A., Mukhamedov, F. & Barhoumi, A. Tree-Homogeneous Quantum Markov Chains. Int J Theor Phys 62, 19 (2023). https://doi.org/10.1007/s10773-023-05276-1
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DOI: https://doi.org/10.1007/s10773-023-05276-1