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The Equilibrium Behavior of Reversible Coagulation-Fragmentation Processes

Publication ,  Journal Article
Durrett, R; Granovsky, BL; Gueron, S
Published in: Journal of Theoretical Probability
January 1, 1999

The coagulation-fragmentation process models the stochastic evolution of a population of N particles distributed into groups of different sizes that coagulate and fragment at given rates. The process arises in a variety of contexts and has been intensively studied for a long time. As a result, different approximations to the model were suggested. Our paper deals with the exact model which is viewed as a time-homogeneous interacting particle system on the state space ΩN, the set of all partitions of N. We obtain the stationary distribution (invariant measure) on ΩN for the whole class of reversible coagulation-fragmentation processes, and derive explicit expressions for important functionals of this measure, in particular, the expected numbers of groups of all sizes at the steady state. We also establish a characterization of the transition rates that guarantee the reversibility of the process. Finally, we make a comparative study of our exact solution and the approximation given by the steady-state solution of the coagulation-fragmentation integral equation, which is known in the literature. We show that in some cases the latter approximation can considerably deviate from the exact solution.

Duke Scholars

Published In

Journal of Theoretical Probability

DOI

ISSN

0894-9840

Publication Date

January 1, 1999

Volume

12

Issue

2

Start / End Page

447 / 474

Related Subject Headings

  • Statistics & Probability
  • 0104 Statistics
  • 0101 Pure Mathematics
 

Citation

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Durrett, R., Granovsky, B. L., & Gueron, S. (1999). The Equilibrium Behavior of Reversible Coagulation-Fragmentation Processes. Journal of Theoretical Probability, 12(2), 447–474. https://doi.org/10.1023/A:1021682212351
Durrett, R., B. L. Granovsky, and S. Gueron. “The Equilibrium Behavior of Reversible Coagulation-Fragmentation Processes.” Journal of Theoretical Probability 12, no. 2 (January 1, 1999): 447–74. https://doi.org/10.1023/A:1021682212351.
Durrett R, Granovsky BL, Gueron S. The Equilibrium Behavior of Reversible Coagulation-Fragmentation Processes. Journal of Theoretical Probability. 1999 Jan 1;12(2):447–74.
Durrett, R., et al. “The Equilibrium Behavior of Reversible Coagulation-Fragmentation Processes.” Journal of Theoretical Probability, vol. 12, no. 2, Jan. 1999, pp. 447–74. Scopus, doi:10.1023/A:1021682212351.
Durrett R, Granovsky BL, Gueron S. The Equilibrium Behavior of Reversible Coagulation-Fragmentation Processes. Journal of Theoretical Probability. 1999 Jan 1;12(2):447–474.
Journal cover image

Published In

Journal of Theoretical Probability

DOI

ISSN

0894-9840

Publication Date

January 1, 1999

Volume

12

Issue

2

Start / End Page

447 / 474

Related Subject Headings

  • Statistics & Probability
  • 0104 Statistics
  • 0101 Pure Mathematics