Product-Form Stationary Distributions for Deficiency Zero Networks with Non-mass Action Kinetics

被引:28
|
作者
Anderson, David F. [1 ]
Cotter, Simon L. [2 ]
机构
[1] Univ Wisconsin, Dept Math, Madison, WI 53706 USA
[2] Univ Manchester, Dept Math, Manchester, Lancs, England
基金
英国工程与自然科学研究理事会;
关键词
Product-form stationary distributions; Deficiency zero; Constrained averaging; Stochastically modeled reaction network; APPROXIMATION; STABILITY; SYSTEMS;
D O I
10.1007/s11538-016-0220-y
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In many applications, for example when computing statistics of fast subsystems in a multiscale setting, we wish to find the stationary distributions of systems of continuous-time Markov chains. Here we present a class of models that appears naturally in certain averaging approaches whose stationary distributions can be computed explicitly. In particular, we study continuous-time Markov chain models for biochemical interaction systems with non-mass action kinetics whose network satisfies a certain constraint. Analogous with previous related results, the distributions can be written in product form.
引用
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页码:2390 / 2407
页数:18
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