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	CHEBYSHEV METHODS WITH DISCRETE NOISE: THE tau-ROCK METHODS
	Abdulle, Assyr ; Hu, Yucheng ; Li, Tiejun
	2010
关键词	Stiff stochastic differential equations Runge-Kutta Chebyshev methods Chemical reaction systems tau-leaping method CHEMICALLY REACTING SYSTEMS STOCHASTIC SIMULATION STABILITY EXPLICIT
英文摘要	Stabilized or Chebyshev explicit methods have been widely used in the past to solve stiff ordinary differential equations. Making use of special properties of Chebyshev-like polynomials, these methods have favorable stability properties compared to standard explicit, methods while remaining explicit. A new class of such methods, called ROCK, introduced in [Numer. Math., 90, 1-18, 2001] has recently been extended to stiff stochastic differential equations under the name S-ROCK [C. R. Acad. Sci. Paris, 345(10), 2007 and Commun. Math. Sci, 6(4), 2008]. In this paper we discuss the extension of the S-ROCK methods to systems with discrete noise and propose a new class of methods for such problems, the tau-ROCK methods. One motivation for such methods is the simulation of multi-scale or stiff chemical kinetic systems and such systems are the focus of this paper, but, our new methods could potentially be interesting for other stiff systems with discrete noise. Two versions of the tau-ROCK methods are discussed and their stability behavior is analyzed on a test, problem. Compared to the tau-leaping method, a significant speed-up can be achieved for some stiff kinetic systems. The behavior of the proposed methods are tested on several numerical experiments.; Mathematics, Applied; Mathematics; SCI(E); 中国科学引文数据库(CSCD); 3; ARTICLE; 2; 195-217; 28
语种	英语
出处	SCI
出版者	计算数学英文版
内容类型	其他
源URL	[http://hdl.handle.net/20.500.11897/395922]
专题	数学科学学院
推荐引用方式 GB/T 7714	Abdulle, Assyr,Hu, Yucheng,Li, Tiejun. CHEBYSHEV METHODS WITH DISCRETE NOISE: THE tau-ROCK METHODS. 2010-01-01.

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