Moment closure for biochemical networks

被引:31
|
作者
Hespanha, Joao [1 ]
机构
[1] Univ Calif Santa Barbara, Dept Elect & Comp Engn, Santa Barbara, CA 93106 USA
关键词
D O I
10.1109/ISCCSP.2008.4537208
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Moment closure is a technique used to construct systems of differential equations to approximately compute means, standard deviations, and correlations between molecule counts of species involved in chemical reactions. These techniques are especially useful when the number of molecules exhibit large stochasticity, which is not uncommon in bio-chemical reactions. We discusses several approaches to moment closure that have been proposed in the literature and that have been recently implemented in a Matlab toolbox.
引用
收藏
页码:142 / 147
页数:6
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