|
|
|
| | | | | |
|
|
|
|
|
Asymptotics of Certain Coagulation-Fragmentation Processes and Invariant Poisson-Dirichlet Measures
|
Eddy Mayer-Wolf, Technion Ofer Zeitouni, Technion Martin P.W. Zerner, Stanford University |
Abstract
We consider Markov chains on the space of (countable) partitions of the
interval [0,1], obtained first by size biased sampling twice (allowing repetitions)
and then merging the parts with probability beta_m (if the sampled parts are
distinct) or splitting the part with probability beta_s, according to a
law sigma (if the same part was sampled twice). We characterize invariant
probability measures for such chains. In particular, if sigma is the
uniform measure, then the Poisson-Dirichlet law is an invariant probability
measure, and it is unique within a suitably defined class of "analytic"
invariant measures. We also derive transience and recurrence criteria for
these chains.
|
Full text: PDF
Pages: 1-25
Published on: February 14, 2002
|
Bibliography
- Aldous, D.J., (1999),
Deterministic and stochastic models for coalescence
(aggregation and coagulation): a review of the mean-field
theory for probabilists, Bernoulli 5, 3-48,
Math. Review 2001c:60153
- Aldous, D.J. and Pitman, J. (1998),
The standard additive coalescent,
Ann. Probab. 26, 1703-1726,
Math. Review 2000d:60121
- Arratia, R. Barbour, A.D. and Tavare, S. (2001),
Logarithmic Combinatorial Structures:
A Probabilistic Approach, book, preprint,
http://www-hto.usc.edu/books/tavare/ABT/index.html
- Bolthausen, E. and Sznitman A.-S. (1998),
On Ruelle's probability cascades and an abstract cavity method,
Comm. Math. Phys. 197, 247-276,
Math. Review 99k:60244
- Brooks, R. (1999), private communication.
- Evans, S.N. and Pitman, J. (1998),
Construction of Markovian coalescents,
Ann. Inst. Henri Poincare' 34, 339-383.
Math. Review 99k:60184
- Gnedin, A. and Kerov, S. (2001),
A characterization of GEM distributions,
Combin. Probab. Comp. 10, 213-217.
Math. Review 1 841 641
- Jeon, I. (1998),
Existence of gelling solutions for
coagulation-fragmentation equations,
Comm. Math. Phys. 194, 541-567.
Math. Review 99g:82056
- Kingman, J.F.C. (1975),
Random discrete distributions,
J. Roy. Statist. Soc. Ser. B 37, 1-22.
Math. Review 51#4505
- Kingman, J.F.C. (1993),
Poisson Processes, Oxford.
Math. Review 94a:60052
- Meyn, S.P. and Tweedie, R.L. (1993),
Markov Chains and Stochastic Stability,
Springer-Verlag, London.
Math. Review 95j:60103
- Pitman, J. (1996),
Random discrete distributions invariant under
size-biased permutation,
Adv. Appl. Prob. 28, 525-539.
Math. Review 97d:62020
- Pitman, J.,
Poisson-Dirichlet and GEM invariant distributions for
split and merge transformations of an interval partition,
Combin. Prob. Comp., to appear.
- Pitman, J. and Yor, M. (1997),
The two-parameter Poisson-Dirichlet distribution derived
from a stable subordinator, Ann. Probab.
25, 855-900.
Math. Review 98f:60147
- Tsilevich, N.V. (2000),
Stationary random partitions of positive integers,
Theor. Probab. Appl. 44, 60-74.
Math. Review 2001:60015
- Tsilevich, N.V. (2001),
On the simplest split and merge operator on the infinite-dimensional
simplex, PDMI preprint 03/2001,
ftp://ftp.pdmi.ras.ru/pub/publicat/preprint/2001/03-01.ps.gz
|
|
|
|
|
|
|
| | | | |
Electronic Journal of Probability. ISSN: 1083-6489 |
|