化学主方程的径向基函数配置

Proceedings of the ... annual International Conference on BioInformatics and Computational Biology Pub Date : 2010-09-01 DOI:10.1142/S0219876210002234

Jingwei Zhang, L. Watson, Yang Cao

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引用次数: 8

摘要

从随机过程的马尔可夫假设出发的化学主方程(CME)提供了对一般化学反应系统的精确描述。本文提出了一种利用径向基函数的配置方法来数值逼近CME的解。对一些系统生物学问题的数值计算结果表明，配置近似法在求解大规模日冕物质抛射问题上具有良好的潜力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Radial Basis Function Collocation for the Chemical Master Equation

The chemical master equation (CME), formulated from the Markov assumption of stochastic processes, offers an accurate description of general chemical reaction systems. This paper proposes a collocation method using radial basis functions to numerically approximate the solution to the CME. Numerical results for some systems biology problems show that the collocation approximation method has good potential for solving large-scale CMEs.

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Proceedings of the ... annual International Conference on BioInformatics and Computational Biology

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