TY - JOUR
T1 - Abrupt convergence and escape behavior for birth and death chains
AU - Barrera, J.
AU - Bertoncini, O.
AU - Fernández, R.
N1 - Funding Information:
Acknowledgements It is a pleasure to thank Anton Bovier, Olivier Durieu, Aernout van Enter, Antonio Galves, Nicolas Lanchier, Veronique Gayrard and Yuval Peres for enlightening discussions and helpful criticism. R.F. wishes to acknowledge the hospitality of Eurandom, the University of Leiden and the University of Groningen during the completion of this work. Part of the work of R.F. was done during the authors’ stay at Institut Henri Poincaré, Centre Emile Borel (whose hospitality is acknowledged), for the semester “Interacting Particle Systems, Statistical Mechanics and Probability Theory”. J.B. wishes to acknowledge the hospitality of Laboratoire de Mathématiques Raphaël Salem UMR 6085 CNRS-Université de Rouen. J.B. was partially supported by Fondecyt Project 1060485, Millennium Nucleus Information and Randomness ICM P04-069-F and Programa Basal, CMM. U. de Chile. O.B. wishes to thank a French-Brazilian agreement CAPES-COFECUB, the European Science Foundation and Programa Basal, CMM. U. de Chile for travel support.
PY - 2009/11
Y1 - 2009/11
N2 - We link two phenomena concerning the asymptotical behavior of stochastic processes: (i) abrupt convergence or cut-off phenomenon, and (ii) the escape behavior usually associated to exit from metastability. The former is characterized by convergence at asymptotically deterministic times, while the convergence times for the latter are exponentially distributed. We compare and study both phenomena for discrete-time birth-and-death chains on ℤ with drift towards zero. In particular, this includes energy-driven evolutions with energy functions in the form of a single well. Under suitable drift hypotheses, we show that there is both an abrupt convergence towards zero and escape behavior in the other direction. Furthermore, as the evolutions are reversible, the law of the final escape trajectory coincides with the time reverse of the law of cut-off paths. Thus, for evolutions defined by one-dimensional energy wells with sufficiently steep walls, cut-off and escape behavior are related by time inversion.
AB - We link two phenomena concerning the asymptotical behavior of stochastic processes: (i) abrupt convergence or cut-off phenomenon, and (ii) the escape behavior usually associated to exit from metastability. The former is characterized by convergence at asymptotically deterministic times, while the convergence times for the latter are exponentially distributed. We compare and study both phenomena for discrete-time birth-and-death chains on ℤ with drift towards zero. In particular, this includes energy-driven evolutions with energy functions in the form of a single well. Under suitable drift hypotheses, we show that there is both an abrupt convergence towards zero and escape behavior in the other direction. Furthermore, as the evolutions are reversible, the law of the final escape trajectory coincides with the time reverse of the law of cut-off paths. Thus, for evolutions defined by one-dimensional energy wells with sufficiently steep walls, cut-off and escape behavior are related by time inversion.
KW - Cut-off
KW - Exit-times
KW - Hitting time
KW - Metastability
KW - Reversibility
UR - http://www.scopus.com/inward/record.url?scp=70649109829&partnerID=8YFLogxK
U2 - 10.1007/s10955-009-9861-7
DO - 10.1007/s10955-009-9861-7
M3 - Article
AN - SCOPUS:70649109829
SN - 0022-4715
VL - 137
SP - 595
EP - 623
JO - Journal of Statistical Physics
JF - Journal of Statistical Physics
IS - 4
ER -