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Diagonally Drift-implicit Runge-kutta Methods Of Weak Order One And Two For Ito Sdes And Stability Analysis

机译:Ito Sdes的一阶和二阶弱阶的对角漂移隐式Runge-kutta方法和稳定性分析

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摘要

The class of stochastic Runge-Kutta methods for stochastic differential equations due to Roessler is considered. Coefficient families of diagonally drift-implicit stochastic Runge-Kutta (DDISRK) methods of weak order one and two are calculated. Their asymptotic stability as well as mean-square stability (MS-stability) properties are studied for a linear stochastic test equation with multiplicative noise. The stability functions for the DDISRK methods are determined and their domains of stability are compared to the corresponding domain of stability of the considered test equation. Stability regions are presented for various coefficients of the families of DDISRK methods in order to determine step size restrictions such that the numerical approximation reproduces the characteristics of the solution process.
机译:考虑了由Roessler引起的随机微分方程的随机Runge-Kutta方法。计算了弱阶一和二的对角漂移隐含随机朗格-库塔(DDISRK)方法的系数族。对于具有乘性噪声的线性随机测试方程,研究了它们的渐近稳定性以及均方稳定性(MS稳定性)性质。确定DDISRK方法的稳定性函数,并将其稳定性域与考虑的测试方程的相应稳定性域进行比较。为了确定步长限制,提出了DDISRK方法族的各种系数的稳定区域,以便数值逼近再现了求解过程的特征。

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