Abstract
We consider a continuous-time Ehrenfest model defined over the integers from \(-N\) to N, and subject to catastrophes occurring at constant rate. The effect of each catastrophe istantaneously resets the process to state 0. We investigate both the transient and steady-state probabilities of the above model. Further, the first passage time through state 0 is discussed. We perform a jump-diffusion approximation of the above model, which leads to the Ornstein-Uhlenbeck process with catastrophes. The underlying jump-diffusion process is finally studied, with special attention to the symmetric case arising when the Ehrenfest model has equal upward and downward transition rates.
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Balaji, S., Mahmoud, H., Tong, Z.: Phases in the diffusion of gases via the Ehrenfest urn model. J. Appl. Probab. 47, 841–855 (2010)
Brockwell, P.J.: The extinction time of a birth, death and catastrophe process and of a related diffusion model. Adv. Appl. Probab. 17, 42–52 (1985)
Brockwell, P.J.: The extinction time of a general birth and death process with catastrophes. J. Appl. Probab. 23, 851–858 (1986)
Cairns, B., Pollett, P.K.: Extinction times for a general birth, death and catastrophe process. J. Appl. Probab. 41, 1211–1218 (2004)
Chao, X., Zheng, Y.: Transient and equilibrium analysis of an immigration birth-death process with total catastrophes. Probab. Eng. Inf. Sci. 17, 83–106 (2003)
Chen, A., Renshaw, E.: The M/M/1 queue with mass exodus and mass arrivals when empty. J. Appl. Probab. 34, 192–207 (1997)
Chen, A., Renshaw, E.: Markovian bulk-arriving queues with state-dependent control at idle time. Adv. Appl. Probab. 36, 499–524 (2004)
Chen, A., Zhang, H., Liu, K., Rennolls, K.: Birth-death processes with disasters and instantaneous resurrection. Adv. Appl. Probab. 36, 267–292 (2004)
di Cesare, R., Giorno, V., Nobile, A.G.: Diffusion processes subject to catastrophes. In: Moreno-Diaz, R., et al. (eds.) EUROCAST 2009, LNCS 5717, pp. 129–136. Springer, Berlin (2009)
Di Crescenzo, A.: First-passage-time densities and avoiding probabilities for birth-and-death processes with symmetric sample paths. J. Appl. Probab. 35, 383–394 (1998)
Di Crescenzo, A., Giorno, V., Kumar, B.K., Nobile, A.G.: A double-ended queue with catastrophes and repairs, and a jump-diffusion approximation. Methodol. Comput. Appl. Probab. 14, 937–954 (2012)
Di Crescenzo, A., Giorno, V., Nobile, A.G., Ricciardi, L.M.: On the M/M/1 queue with catastrophes and its continuous approximation. Queueing Syst. 43, 329–347 (2003)
Di Crescenzo, A., Giorno, V., Nobile, A.G., Ricciardi, L.M.: A note on birth-death processes with catastrophes. Stat. Probab. Lett. 78, 2248–2257 (2008)
Economou, A., Fakinos, D.: A continuous-time Markov chain under the influence of a regulating point process and applications in stochastic models with catastrophes. Eur. J. Oper. Res. 149, 625–640 (2003)
Economou, A., Fakinos, D.: Alternative approaches for the transient analysis of Markov chains with catastrophes. J. Stat. Theory Pract. 2, 183–197 (2008)
Evans, M.R., Majumdar, S.N.: Diffusion with stochastic resetting. Phys. Rev. Lett. 106, 160601 (2011)
Evans, M.R., Majumdar, S.N.: Diffusion with optimal resetting. J. Phys. A 44, 435001 (2011)
Flegg, M.B., Pollett, P.K., Gramotnev, D.K.: Ehrenfest model for condensation and evaporation processes in degrading aggregates with multiple bonds. Phys. Rev. E 78, 031117 (2008)
Giorno, V., Nobile, A.G.: On a bilateral linear birth and death process in the presence of catastrophes. In: Moreno-Díaz, R., Pichler, F.R., Quesada-Arencibia, A. (eds.) Computer Aided Systems Theory? EUROCAST 2013. Lecture Notes in Computer Science, vol. 8111, pp. 28–35. Springer, Berlin (2013)
Giorno, V., Nobile, A.G., di Cesare, R.: On the reflected Ornstein-Uhlenbeck process with catastrophes. Appl. Math. Comput. 218, 11570–11582 (2012)
Giorno, V., Nobile, A.G., Spina, S.: On some time non-homogeneous queueing systems with catastrophes. Appl. Math. Comput. 245, 220–234 (2014)
Gradshteyn, I.S., Ryzhik, I.M.: Tables of Integrals, Series and Products, 7th edn. Academic Press, Amsterdam (2007)
Hauert, Ch., Nagler, J., Schuster, H.G.: Of dogs and fleas: the dynamics of N uncoupled two-state systems. J. Stat. Phys. 116, 1453–1469 (2004)
Iglehart, D.L.: Limit theorems for the multi-urn Ehrenfest model. Ann. Math. Stat. 39, 864–876 (1968)
Kac, M.: Random walk and the theory of Brownian motion. Am. Math. Mon. 54, 369–391 (1947)
Kusmierz, L., Majumdar, S.N., Sabhapandit, S., Schehr, G.: First order transition for the optimal search time of Lévy flights with resetting. Phys. Rev. Lett. 113, 220602 (2014)
Krishna Kumar, B., Krishnamoorthy, A., Madheswari, S.P., Basha, S.S.: Transient analysis of a single server queue with catastrophes, failures and repairs. Queueing Syst. 56, 133–141 (2007)
Krishna Kumar, B., Vijayakumar, A., Sophia, S.: Transient analysis for state-dependent queues with catastrophes. Stoch. Anal. Appl. 26, 1201–1217 (2008)
Kyriakidis, E.G.: Stationary probabilities for a simple immigration-birth-death process under the influence of total catastrophes. Stat. Probab. Lett. 20, 239–240 (1994)
Kyriakidis, E.G.: The transient probabilities of the simple immigration-catastrophe process. Math. Sci. 26, 56–58 (2001)
Kyriakidis, E.G.: The transient probabilities of a simple immigration-emigration-catastrophe process. Math. Sci. 27, 128–129 (2002)
Kyriakidis, E.G.: Transient solution for a simple immigration birth-death process. Probab. Eng. Inf. Sci. 18, 233–236 (2004)
Pakes, A.G.: Killing and resurrection of Markov processes. Commun. Stat. Stoch. Model. 13, 255–269 (1997)
Pal, A.: Diffusion in a potential landscape with stochastic resetting. Phys. Rev. E 91, 012113 (2015)
Pollett, P., Zhang, H., Cairns, B.J.: A note on extinction times for the general birth, death and catastrophe process. J. Appl. Probab. 44, 566–569 (2007)
Renshaw, E., Chen, A.: Birth-death processes with mass annihilation and state-dependent immigration. Commun. Stat. Stoch. Model. 13, 239–253 (1997)
Siegert, A.J.F.: On the first passage time probability problem. Phys. Rev. 81, 617–623 (1951)
Takahashi, H.: Ehrenfest model with large jumps in finance. Phys. D 189, 61–69 (2004)
Van Doorn, E.A., Zeifman, A.: Extinction probability in a birth-death process with killing. J. Appl. Probab. 42, 185–198 (2005)
Zeifman, A., Satin, Y., Panfilova, T.: Limiting characteristics for finite birth-death-catastrophe processes. Math. Biosci. 245, 96–102 (2013)
Zheng, Q.: Note on the non-homogeneous Prendiville process. Math. Biosci. 148, 1–5 (1998)
Acknowledgments
One of the authors (Selvamuthu Dharmaraja) thanks the National Board for Higher Mathematics, India, for the financial assistance during the preparation of this paper. The research of the remaining authors (Antonio Di Crescenzo, Virginia Giorno, Amelia G. Nobile) is partially supported by GNCS-INdAM and Regione Campania (legge 5).
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Dharmaraja, S., Di Crescenzo, A., Giorno, V. et al. A Continuous-Time Ehrenfest Model with Catastrophes and Its Jump-Diffusion Approximation. J Stat Phys 161, 326–345 (2015). https://doi.org/10.1007/s10955-015-1336-4
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DOI: https://doi.org/10.1007/s10955-015-1336-4