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Level 2.5 large deviations for continuous-time Markov chains with time periodic rates. (English) Zbl 1400.82126

Summary: We consider an irreducible continuous-time Markov chain on a finite state space and with time periodic jump rates and prove the joint large deviation principle for the empirical measure and flow and the joint large deviation principle for the empirical measure and current. By contraction, we get the large deviation principle of three types of entropy production flow. We derive some Gallavotti-Cohen duality relations and discuss some applications.

MSC:

82C05 Classical dynamic and nonequilibrium statistical mechanics (general)
60J25 Continuous-time Markov processes on general state spaces
60F10 Large deviations
60J75 Jump processes (MSC2010)

References:

[1] Barato, AC; Seifert, U., Thermodynamic uncertainty relation for biomolecular processes, Phys. Rev. Lett., 114, 158101, (2015) · doi:10.1103/PhysRevLett.114.158101
[2] Billingsley, P.: Convergence of probability measures. In: Wiley Series in Probability and Statistics: Probability and Statistics, 2nd edn. Wiley, New York (1999) · Zbl 0944.60003
[3] Bertini, L.; Sole, A.; Gabrielli, D.; Jona-Lasinio, G.; Landim, C., Macroscopic fluctuation theory, Rev. Mod. Phys., 87, 593-636, (2015) · Zbl 1031.82038 · doi:10.1103/RevModPhys.87.593
[4] Bertini, L.; Faggionato, A.; Gabrielli, D., From level 2.5 to level 2 large deviations for continuous time Markov chains, Markov Process. Relat. Fields, 20, 545-562, (2014) · Zbl 1310.60022
[5] Bertini, L.; Faggionato, A.; Gabrielli, D., Large deviations of the empirical flow for continuous time Markov chains, Ann. Inst. H. Poincaré Probab. Stat., 51, 867-900, (2015) · Zbl 1323.60045 · doi:10.1214/14-AIHP601
[6] Bertini, L.; Faggionato, A.; Gabrielli, D., Flows, currents, and cycles for Markov chains: large deviation asymptotics, Stoch. Proc. Appl., 125, 2786-2819, (2015) · Zbl 1321.60044 · doi:10.1016/j.spa.2015.02.001
[7] Blickle, V.; Bechinger, C., Realization of a micrometre-sized stochastic heat engine, Nat. Phys., 8, 143-146, (2012) · doi:10.1038/nphys2163
[8] Brandner, K.; Saito, K.; Seifert, U., Thermodynamics of micro-and nano-systems driven by periodic temperature variations, Phys. Rev. X, 5, 031019, (2015)
[9] Brezis, H.: Funcional Analysis, Sobolev Spaces and Partial Differential Equations. Universitext, Springer, New York (2011) · Zbl 1220.46002
[10] Chernyak, V., Chertkov, M., Jarzynski, C.: Path-integral analysis of fluctuation theorems for general Langevin processes. J. Stat. Mech. P08001 (2006) · Zbl 1459.82133
[11] Chernyak, VY; Sinitsyn, NA, Pumping restriction theorem for stochastic networks, Phys. Rev. Lett., 101, 160601, (2008) · doi:10.1103/PhysRevLett.101.160601
[12] Chernyak, VY; Chertkov, M.; Malinin, SV; Teodorescu, R., Non-equilibrium thermodynamics and topology of currents, J. Stat. Phys., 137, 109-147, (2009) · Zbl 1179.82107 · doi:10.1007/s10955-009-9832-z
[13] Chetrite, R.; Barato, AC, A formal view on level 2.5 large deviations and fluctuation relations, J. Stat. Phys., 160, 1154-1172, (2015) · Zbl 1327.82045 · doi:10.1007/s10955-015-1283-0
[14] Chetrite, R.; Gawedzki, K., Fluctuation relations for diffusion processes, Commun. Math. Phys., 282, 469-518, (2008) · Zbl 1157.82032 · doi:10.1007/s00220-008-0502-9
[15] Crooks, GE, Non-equilibrium measurements of free energy differences for microscopically reversible Markovian systems, J. Stat. Phys., 90, 1481-1487, (1998) · Zbl 0946.82029 · doi:10.1023/A:1023208217925
[16] Crooks, GE, Path-ensemble averages in systems driven far from equilibrium, Phys. Rev. E, 61, 2361-2366, (2000) · doi:10.1103/PhysRevE.61.2361
[17] Davis, M.H.A.: Markov Models and Optimization. Chapman & Hall, London (1993) · Zbl 0780.60002 · doi:10.1007/978-1-4899-4483-2
[18] Dembo, A., Zeitouni, O.: Large Deviation Techniques and Applications, 2nd edn. Springer, New York (1998) · Zbl 0896.60013 · doi:10.1007/978-1-4612-5320-4
[19] Donsker, M.D., Varadhan, S.R.S.: Asymptotic evaluation of certain Markov process expectations for large time. Comm. Pure Appl. Math. (I) 28, 1-47 (1975); (II) 28, 279-301 (1975); (III) 29, 389-461 (1976); (IV) 36, 183-212 (1983) · Zbl 0323.60069
[20] Donsker, MD; Varadhan, SRS, Asymptotic evaluation of certain Markov process expectations for large time, Comm. Pure Appl. Math., II, 279-301, (1975) · Zbl 0348.60031 · doi:10.1002/cpa.3160280206
[21] Donsker, MD; Varadhan, SRS, Asymptotic evaluation of certain Markov process expectations for large time, Comm. Pure Appl. Math., III, 389-461, (1976) · Zbl 0348.60032 · doi:10.1002/cpa.3160290405
[22] Donsker, MD; Varadhan, SRS, Asymptotic evaluation of certain Markov process expectations for large time, Comm. Pure Appl. Math. (IV), 36, 183-212, (1983) · Zbl 0512.60068 · doi:10.1002/cpa.3160360204
[23] Eelkema, R.; Pollard, MM; Vicario, J.; Katsonis, N.; Ramon, BS; Bastiaansen, CWM; Broer, DJ; Feringa, BL, Nanomotor rotates microscale objects, Nature, 440, 163, (2006) · doi:10.1038/440163a
[24] Fortelle, A., Large deviation principle for Markov chains in continuous time, Prob. Inf. Transm., 37, 120, (2001) · Zbl 0996.60086 · doi:10.1023/A:1010470024888
[25] Faggionato, A.; Gabrielli, D.; Ribezzi Crivellari, M., Non-equilibrium thermodynamics of piecewise deterministic Markov processes, J. Stat. Phys., 137, 259-304, (2009) · Zbl 1179.82108 · doi:10.1007/s10955-009-9850-x
[26] Faggionato, A., Mathieu, P.: Linear response and Nyquist relation in periodically driven Markov processes (Forthcoming)
[27] Gallavotti, G.; Cohen, EGD, Dynamical ensembles in nonequilibrium statistical mechanics, Phys. Rev. Lett., 74, 2694-2697, (1995) · doi:10.1103/PhysRevLett.74.2694
[28] Gammaitoni, L.; Hänggi, P.; Jung, P.; Marchesoni, F., Stochastic resonance, Rev. Mod. Phys., 70, 223-287, (1998) · doi:10.1103/RevModPhys.70.223
[29] Gingrich, T.; Horowitz, J.; Perunov, N.; England, J., Dissipation bounds all steady-state current fluctuations, Phys. Rev. Lett., 116, 120601, (2016) · doi:10.1103/PhysRevLett.116.120601
[30] Gingrich, T.; Rotskoff, G.; Horowitz, J., Inferring dissipation from current fluctuations, J. Phys. A: Math. Theor., 50, 184004, (2017) · Zbl 1369.82028 · doi:10.1088/1751-8121/aa672f
[31] Ge, H.; Jiang, D-Q; Qian, M., Reversibility and entropy production of inhomogeneous Markov chains, J. Appl. Probab., 43, 1028-1043, (2006) · Zbl 1133.60343 · doi:10.1239/jap/1165505205
[32] Harris, R.J., Schütz, J.M.: Fluctuation theorems for stochastic dynamics. J. Stat. Mech. P07020 (2007) · Zbl 1456.82558
[33] Hanggi, P.; Thomas, H., Stochastic processes: time evolution, symmetries and linear response, Phys. Rep., 88, 207-319, (1982) · doi:10.1016/0370-1573(82)90045-X
[34] Hatano, T.; Sasa, S., Steady-state thermodynamics of Langevin systems, Phys. Rev. Lett., 86, 3463-3466, (2001) · doi:10.1103/PhysRevLett.86.3463
[35] Höpfner, R.; Kutoyants, Y., Estimating discontinuous periodic signals in a time inhomogeneous diffusion, Stat. Inference Stoch. Proc., 13, 193-230, (2010) · Zbl 1209.62195 · doi:10.1007/s11203-010-9046-7
[36] Jensen, L.H.: Large deviations of the asymmetric simple exclusion process in one dimension. Ph.D. Thesis, Courant Institute NYU (2000)
[37] Joubaud, R.; Pavliotis, GA; Stoltz, G., Langevin dynamics with space-time periodic nonequilibrium forcing, J. Stat. Phys., 158, 1-36, (2015) · Zbl 1317.82042 · doi:10.1007/s10955-014-1118-4
[38] Kaiser, M.; Jack, RL; Zimmer, J., Canonical structure and orthogonality of forces and currents in irreversible Markov chains, J. Stat. Phys., 170, 1019-1050, (2018) · Zbl 1392.82038 · doi:10.1007/s10955-018-1986-0
[39] Kesidis, G.; Walrand, J., Relative entropy between Markov transition rate matrices, IEEE Trans. Inf. Theory, 39, 10561057, (1993) · Zbl 0784.60034 · doi:10.1109/18.256516
[40] Kusuoka, S.; Kuwada, K.; Tamura, Y., Large deviation for stochastic line integrals as \(L^p\)-currents, Probab. Theory Relat. Fields, 147, 649-667, (2010) · Zbl 1196.60039 · doi:10.1007/s00440-009-0219-5
[41] Kipnis, C., Landim, C.: Scaling limits of interacting particle systems. Springer, Berlin (1999) · Zbl 0927.60002 · doi:10.1007/978-3-662-03752-2
[42] Lazarescu, A., The physicist’s companion to current fluctuations: one-dimensional bulk-driven lattice gases, J. Phys. A, 48, 503001, (2015) · Zbl 1338.82042 · doi:10.1088/1751-8113/48/50/503001
[43] Li, Q.; Fuks, G.; Moulin, E.; Maaloum, M.; Rawiso, M.; Kulic, I.; Foy, JT; Giuseppone, N., Macroscopic contraction of a gel induced by the integrated motion of light-driven molecular motors, Nat. Nanotechnol., 10, 161-165, (2015) · doi:10.1038/nnano.2014.315
[44] Maes, C., The fluctuation theorem as a Gibbs property, J. Stat. Phys., 95, 367-392, (1999) · Zbl 0941.60099 · doi:10.1023/A:1004541830999
[45] Maes, C.; Netǒcný, K.; Thomas, SR, General no-go condition for stochastic pumping, J. Chem. Phys., 132, 234116, (2010) · doi:10.1063/1.3446811
[46] Maes, C.; Netǒcný, K.; Wynants, B., Steady state statistics of driven diffusions, Physica A, 387, 2675, (2008) · Zbl 1156.82360 · doi:10.1016/j.physa.2008.01.097
[47] Maes, C.; Netǒcný, K., The canonical structure of dynamical fluctuations in mesoscopic nonequilibrium steady states, Europhys. Lett., 82, 30003, (2008) · doi:10.1209/0295-5075/82/30003
[48] Mariani, M., A \(Γ \)-convergence approach to large deviations, Ann. Sc. Norm. Super. Pisa Cl. Sci, 18, 951-976, (2018) · Zbl 1394.60020
[49] Martinez, IA; Roldán, É; Dinis, L.; Petrov, D.; Parrondo, JMR; Rica, RA, Brownian Carnot engine, Nat. Phys., 12, 67-70, (2016) · doi:10.1038/nphys3518
[50] McNamara, B.; Wiesenfeld, K., Theory of stochastic resonance, Phys. Rev. A, 39, 4854, (1989) · doi:10.1103/PhysRevA.39.4854
[51] Mörters, P., Peres, Y.: Brownian Motion. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press, Cambridge (2010) · Zbl 1243.60002 · doi:10.1017/CBO9780511750489
[52] Norris, J.R.: Markov Chains. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press, Cambridge (1999) · Zbl 0938.60058
[53] Oono, Y.; Paniconi, M., Steady state thermodynamics, Prog. Theor. Phys. Suppl., 130, 29-44, (1998) · Zbl 0971.80001 · doi:10.1143/PTPS.130.29
[54] Pietzonka, P.; Barato, AC; Seifert, U., Universal bounds on current fluctuations, Phys. Rev. E, 93, 052145, (2016) · Zbl 1348.92076 · doi:10.1103/PhysRevE.93.052145
[55] Pietzonka, P., Barato, A.C., Seifert, U.: Affinity- and topology-dependent bound on current fluctuations. J. Phys. A: Math. Theor. 49 (34), 34LT01 (2016) · Zbl 1348.92076
[56] Proesmans, K.; Broeck, C., Onsager coefficients in periodically driven systems, Phys. Rev. Lett., 115, 090601, (2015) · doi:10.1103/PhysRevLett.115.090601
[57] Proesmans, K., Cleuren, B., Van den Broeck, C.: Linear stochastic thermodynamics for periodically driven systems. J. Stat. Mech. 023202 (2016) · Zbl 1456.80012
[58] Rahav, S.; Horowitz, J.; Jarzynski, C., Directed flow in nonadiabatic stochastic pumps, Phys. Rev. Lett., 101, 140602, (2008) · doi:10.1103/PhysRevLett.101.140602
[59] Ray, S.; Barato, AC, Stochastic thermodynamics of periodically driven systems: fluctuation theorem for currents and unification of two classes, Phys. Rev. E, 96, 052120, (2018) · doi:10.1103/PhysRevE.96.052120
[60] Reimann, P., Brownian motors: noisy transport far from equilibrium, Phys. Rep., 361, 57-265, (2002) · Zbl 1001.82097 · doi:10.1016/S0370-1573(01)00081-3
[61] Renger, M.D.R.: Large deviations of specific empirical fluxes of independent Markov chains, with implications for Macroscopic Fluctuation Theory. Weierstrass Institute, Preprint 2375 (2017)
[62] Rotskoff, GM, Mapping current fluctuations of stochastic pumps to nonequilibrium steady states, Phys. Rev. E, 95, 030101, (2017) · doi:10.1103/PhysRevE.95.030101
[63] Ruelle, D., Smooth dynamics and new theoretical ideas in nonequilibrium statistical mechanics, J. Stat. Phys., 95, 393-468, (1999) · Zbl 0934.37010 · doi:10.1023/A:1004593915069
[64] Schuler, S.; Speck, T.; Tietz, C.; Wrachtrup, J.; Seifert, U., Experimental test of the fluctuation theorem for a driven two-level system with time-dependent rates, Phys. Rev. Lett., 94, 180602, (2005) · doi:10.1103/PhysRevLett.94.180602
[65] Sekimoto, K.: Stochastic energetics. Lecture Notes in Physics, vol. 799. Springer, Berlin (2010) · Zbl 1201.82001
[66] Seifert, U., Stochastic thermodynamics, fluctuation theorems and molecular machines, Rep. Prog. Phys., 75, 126001, (2012) · doi:10.1088/0034-4885/75/12/126001
[67] Singh, N., Onsager-Machlup theory and work fluctuation theorem for a harmonically driven Brownian particle, J. Stat. Phys., 131, 405-414, (2008) · Zbl 1144.82056 · doi:10.1007/s10955-008-9503-5
[68] Singh, N., Wynants, B.: Dynamical fluctuations for periodically driven diffusions. J. Stat. Mech. P03007 (2010) · Zbl 1459.82144
[69] Sinitsyn, NA; Akimov, A.; Chernyak, VY, Supersymmetry and fluctuation relations for currents in closed networks, Phys. Rev. E, 83, 021107, (2011) · doi:10.1103/PhysRevE.83.021107
[70] Verley, G.; Broeck, C.; Esposito, M., Modulated two-level system: exact work statistics, Phys. Rev. E, 88, 032137, (2013) · doi:10.1103/PhysRevE.88.032137
[71] Izumida, Y.; Okuda, K., Onsager coefficients of a finite-time Carnot cycle, Phys. Rev. E, 80, 021121, (2009) · doi:10.1103/PhysRevE.80.021121
[72] Izumida, Y.; Okuda, K., Linear irreversible heat engines based on local equilibrium assumptions, New J. Phys., 17, 085011, (2015) · Zbl 1454.80001 · doi:10.1088/1367-2630/17/8/085011
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