Bistable stochastic biochemical networks: highly specific systems with few chemicals

被引:6
作者
Hwang, Hyung Ju [1 ]
Velazquez, Juan J. L. [2 ]
机构
[1] Pohang Univ Sci & Technol, Dept Math, Pohang 790784, South Korea
[2] Univ Bonn, Inst Appl Math, D-53115 Bonn, Germany
基金
新加坡国家研究基金会;
关键词
Stochastic chemical system; Bistable behavior; Switching times; Markov processes; MULTIPLE EQUILIBRIA; GENE-EXPRESSION; SIMULATION; COMPLEX; DISTRIBUTIONS; BIFURCATION; ASSUMPTION; MODELS; NOISE; FIELD;
D O I
10.1007/s10910-013-0150-y
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this paper we describe a class of stochastic biochemical systems exhibiting bistable behavior, in the sense that the invariant measure associated to the system is concentrated near two different classes of states of the system. We develop methods that allow us to describe the behavior of the invariant measure in some suitable asymptotic limits, as well as the switching times for the transitions between the states close to each of the states with high probability. Due to the discrete character of the problem, switching times cannot be computed using the classical Kramers' formula, and alternative methods are required.
引用
收藏
页码:1343 / 1375
页数:33
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