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Nonlocal Dynamics for Non-Gaussian Systems Arising in Biophysical Modeling

Authors :
Jinqiao Duan
Xiaoli Chen
Source :
Communications on Applied Mathematics and Computation. 2:201-213
Publication Year :
2019
Publisher :
Springer Science and Business Media LLC, 2019.

Abstract

The aim of this article is to review our recent work on nonlocal dynamics of non-Gaussian systems arising in a gene regulatory network. We have used the mean exit time, escape probability and maximal likely trajectory to quantify dynamical behaviors of a stochastic differential system with non-Gaussian $$\alpha$$-stable Levy motions, to examine how the non-Gaussianity index and noise intensity affect the gene transcription processes.

Details

ISSN :
26618893 and 20966385
Volume :
2
Database :
OpenAIRE
Journal :
Communications on Applied Mathematics and Computation
Accession number :
edsair.doi...........d16d3d1de72493c2ea821e60eb5760d8