A Continuous-Time Ehrenfest Model with Catastrophes and Its Jump-Diffusion Approximation

We consider a continuous-time Ehrenfest model defined over the integers from $$-N$$-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.

[1]  Virginia Giorno,et al.  On the M/M/1 Queue with Catastrophes and Its Continuous Approximation , 2003, Queueing Syst. Theory Appl..

[2]  P. Pollett,et al.  Ehrenfest model for condensation and evaporation processes in degrading aggregates with multiple bonds. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  M. Kac Random Walk and the Theory of Brownian Motion , 1947 .

[4]  P. Pollett,et al.  A Note on Extinction Times for the General Birth, Death and Catastrophe Process , 2007, Journal of Applied Probability.

[5]  Lukasz Kusmierz,et al.  First Order Transition for the Optimal Search Time of Lévy Flights with Resetting. , 2014, Physical review letters.

[6]  Alexis Quesada-Arencibia,et al.  Computer Aided Systems Theory - EUROCAST 2013 , 2013, Lecture Notes in Computer Science.

[7]  H. Mahmoud,et al.  Phases in the Diffusion of Gases via the Ehrenfest URN Modelx , 2010, Journal of Applied Probability.

[8]  Hisanao Takahashi Ehrenfest Model with Large Jumps in Finance , 2003, cond-mat/0311594.

[9]  D. Iglehart Limit Theorems for the Multi-urn Ehrenfest Model , 1968 .

[10]  P. J. Brockwell,et al.  The extinction time of a birth, death and catastrophe process and of a related diffusion model , 1985, Advances in Applied Probability.

[11]  Antonis Economou,et al.  Alternative Approaches for the Transient Analysis of Markov Chains with Catastrophes , 2008 .

[12]  B. Krishna Kumar,et al.  Transient Analysis for State-Dependent Queues with Catastrophes , 2008 .

[13]  Xiuli Chao,et al.  TRANSIENT ANALYSIS OF IMMIGRATION BIRTH–DEATH PROCESSES WITH TOTAL CATASTROPHES , 2003, Probability in the Engineering and Informational Sciences.

[14]  Q Zheng,et al.  Note on the non-homogeneous Prendiville process. , 1998, Mathematical biosciences.

[15]  Virginia Giorno,et al.  On a Bilateral Linear Birth and Death Process in the Presence of Catastrophes , 2013, EUROCAST.

[16]  I. S. Gradshteyn,et al.  Table of Integrals, Series, and Products , 1976 .

[17]  D. F. Hays,et al.  Table of Integrals, Series, and Products , 1966 .

[18]  Virginia Giorno,et al.  Diffusion Processes Subject to Catastrophes , 2009, EUROCAST.

[19]  E. G. Kyriakidis Stationary probabilities for a simple immigration-birth-death process under the influence of total catastrophes , 1994 .

[20]  A. Krishnamoorthy,et al.  Transient analysis of a single server queue with catastrophes, failures and repairs , 2007, Queueing Syst. Theory Appl..

[21]  Eric Renshaw,et al.  Markovian bulk-arriving queues with state-dependent control at idle time , 2004, Advances in Applied Probability.

[22]  C. Hauert,et al.  Of Dogs and Fleas: The Dynamics of N Uncoupled Two-State Systems , 2004 .

[23]  Virginia Giorno,et al.  On some time non-homogeneous queueing systems with catastrophes , 2014, Appl. Math. Comput..

[24]  Virginia Giorno,et al.  On the reflected Ornstein-Uhlenbeck process with catastrophes , 2012, Appl. Math. Comput..

[25]  Keith Rennolls,et al.  Birth-death processes with disaster and instantaneous resurrection , 2004, Advances in Applied Probability.

[26]  E. G. Kyriakidis TRANSIENT SOLUTION FOR A SIMPLE IMMIGRATION BIRTH–DEATH CATASTROPHE PROCESS , 2004, Probability in the Engineering and Informational Sciences.

[27]  Antonis Economou,et al.  A continuous-time Markov chain under the influence of a regulating point process and applications in stochastic models with catastrophes , 2003, Eur. J. Oper. Res..

[28]  Satya N Majumdar,et al.  Diffusion with stochastic resetting. , 2011, Physical review letters.

[29]  Alexander I. Zeifman,et al.  Extinction probability in a birth-death process with killing , 2005 .

[30]  First-passage-time densities and avoiding probabilities for birth-and-death processes with symmetric sample paths , 1998 .

[31]  Satya N. Majumdar,et al.  Diffusion with optimal resetting , 2011, 1107.4225.

[32]  Eric Renshaw,et al.  The M / M /1 queue with mass exodus and mass arrivals when empty , 1997 .

[33]  A. G. Nobile,et al.  A Double-ended Queue with Catastrophes and Repairs, and a Jump-diffusion Approximation , 2011, 1101.5073.

[34]  P. J. Brockwell The extinction time of a general birth and death process with catastrophes , 1986 .

[35]  A. Siegert On the First Passage Time Probability Problem , 1951 .

[36]  Virginia Giorno,et al.  A note on birth–death processes with catastrophes , 2008 .

[37]  Arnab K. Pal,et al.  Diffusion in a potential landscape with stochastic resetting. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[38]  Alexander Zeifman,et al.  Limiting characteristics for finite birth-death-catastrophe processes. , 2013, Mathematical biosciences.

[39]  Extinction times for a general birth, death and catastrophe process , 2004 .

[40]  Eric Renshaw,et al.  Birth-death processes with mass annihilation and state-dependent immigration , 1997 .

[41]  A. Pakes,et al.  Killing and resurrection of Markov processes , 1997 .