Stochastic simulation of coupled chemical reactions using recursive methods

被引：1

作者：

Mane, Vibha ^{[1
]}

Bugallo, Monica F. ^{[1
]}

Djuric, Petar M. ^{[1
]}

机构：

[1] SUNY Stony Brook, Dept Elect & Comp Engn, Stony Brook, NY 11794 USA

来源：

2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12 | 2008年

关键词：

stochastic simulation; biological systems; biochemical processes;

D O I：

10.1109/ICASSP.2008.4517694

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

In this paper, we present a new method for stochastic simulation of coupled chemical reactions. In this method we obtain recursive expressions for propagating the first two moments of the probability distributions over time. Its advantage over other simulation methods is that it does not require Monte Carlo simulations, and hence it performs several orders of magnitude faster than existing Monte Carlo methods. Simulation results are presented for some examples of coupled first-order reactions.

引用

页码：653 / 656

页数：4

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