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On a Fractional Binomial Process.

Authors :
Cahoy, Dexter
Polito, Federico
Source :
Journal of Statistical Physics. Feb2012, Vol. 146 Issue 3, p646-662. 17p. 3 Graphs.
Publication Year :
2012

Abstract

The classical binomial process has been studied by Jakeman (J. Phys. A 23:2815-2825, ) (and the references therein) and has been used to characterize a series of radiation states in quantum optics. In particular, he studied a classical birth-death process where the chance of birth is proportional to the difference between a larger fixed number and the number of individuals present. It is shown that at large times, an equilibrium is reached which follows a binomial process. In this paper, the classical binomial process is generalized using the techniques of fractional calculus and is called the fractional binomial process. The fractional binomial process is shown to preserve the binomial limit at large times while expanding the class of models that include non-binomial fluctuations (non-Markovian) at regular and small times. As a direct consequence, the generality of the fractional binomial model makes the proposed model more desirable than its classical counterpart in describing real physical processes. More statistical properties are also derived. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00224715
Volume :
146
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Statistical Physics
Publication Type :
Academic Journal
Accession number :
70325447
Full Text :
https://doi.org/10.1007/s10955-011-0408-3