Abstract
We consider a discrete-time stochastic growth model on the d-dimensional lattice with non-negative real numbers as possible values per site. The growth model describes various interesting examples such as oriented site/bond percolation, directed polymers in random environment, time discretizations of the binary contact path process. We show the equivalence between the slow population growth and a localization property in terms of “replica overlap”. The main novelty of this paper is that we obtain this equivalence even for models with positive probability of extinction at finite time. In the course of the proof, we characterize, in a general setting, the event on which an exponential martingale vanishes in the limit.
Similar content being viewed by others
References
Bertin, P.: Free energy for Linear Stochastic Evolutions in dimension two. Preprint (2009)
Birkner, M.: Particle systems with locally dependent branching: long-time behaviour, genealogy and critical parameters. PhD thesis, Johann Wolfgang Goethe-Universität, Frankfurt (2003)
Birkner, M.: A condition for weak disorder for directed polymers in random environment. Electron. Commun. Probab. 9, 22–25 (2004)
Carmona, P., Hu, Y.: On the partition function of a directed polymer in a random environment. Probab. Theory Relat. Fields 124(3), 431–457 (2002)
Comets, F., Shiga, T., Yoshida, N.: Directed polymers in random environment: path localization and strong disorder. Bernoulli 9(3), 705–723 (2003)
Comets, F., Shiga, T., Yoshida, N.: Probabilistic analysis of directed polymers in random environment: a review. Adv. Stud. Pure Math. 39, 115–142 (2004)
Comets, F., Yoshida, N.: Brownian directed polymers in random environment. Commun. Math. Phys. 54(2), 257–287 (2005)
Durrett, R.: Probability—Theory and Examples, 3rd edn. Brooks/Cole–Thomson Learning, Belmont (2005)
Griffeath, D.: The binary contact path process. Ann. Probab. 11(3), 692–705 (1983)
Hu, Y., Yoshida, N.: Localization for branching random walks in random environment. Stoch. Process. Appl. 119(5), 1632–1651 (2009)
Liggett, T.M.: Interacting Particle Systems. Springer, Berlin (1985)
Nagahata, Y., Yoshida, N.: Central limit theorem for a class of linear systems. Electron. J. Probab. 14(34), 960–977 (2009)
Nagahata, Y., Yoshida, N.: Localization for a class of linear systems. Preprint (2009)
Nakashima, M.: The central limit theorem for linear stochastic evolutions. J. Math. Kyoto Univ. 49(1), 11 (2009)
Shiozawa, Y.: Central limit theorem for branching Brownian motions in random environment. J. Stat. Phys. 136, 145–163 (2009)
Shiozawa, Y.: Localization for branching Brownian motions in random environment. Preprint (2009)
Yoshida, N.: Central limit theorem for branching random walk in random environment. Ann. Appl. Probab. 18(4), 1619–1635 (2008)
Yoshida, N.: Phase transitions for the growth rate of linear stochastic evolutions. J. Stat. Phys. 133(6), 1033–1058 (2008)
Author information
Authors and Affiliations
Corresponding author
Additional information
The author was supported in part by JSPS Grant-in-Aid for Scientific Research, Kiban (C) 17540112.
Rights and permissions
About this article
Cite this article
Yoshida, N. Localization for Linear Stochastic Evolutions. J Stat Phys 138, 598–618 (2010). https://doi.org/10.1007/s10955-009-9876-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10955-009-9876-0