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首页> 外文期刊>Journal of Physics, A. Mathematical and General: A Europhysics Journal >Stability of the trivial solution for linear stochastic differential equations with Poisson white noise
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Stability of the trivial solution for linear stochastic differential equations with Poisson white noise

机译:泊松白噪声线性随机微分方程的平凡解的稳定性。

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Two methods are considered for assessing the asymptotic stability of the trivial solution of linear stochastic differential equations driven by Poisson white noise, interpreted as the formal derivative of a compound Poisson process. The first method attempts to extend a result for diffusion processes satisfying linear stochastic differential equations to the case of linear equations with Poisson white noise. The developments for the method are based on Ito's formula for semimartingales and Lyapunov exponents. The second method is based on a geometric ergodic theorem for Markov chains providing a criterion for the asymptotic stability of the solution of linear stochastic differential equations with Poisson white noise. Two examples are presented to illustrate the use and evaluate the potential of the two methods. The examples demonstrate limitations of the first method and the generality of the second method.
机译:考虑了两种方法来评估由泊松白噪声驱动的线性随机微分方程的平凡解的渐近稳定性,这被解释为复合泊松过程的形式导数。第一种方法试图将满足线性随机微分方程的扩散过程的结果扩展到具有Poisson白噪声的线性方程的情况。该方法的发展是基于伊藤半mart和李雅普诺夫指数的公式。第二种方法基于马尔可夫链的几何遍历定理,为具有Poisson白噪声的线性随机微分方程解的渐近稳定性提供了标准。给出两个例子来说明这两种方法的使用并评估其潜力。这些示例说明了第一种方法的局限性和第二种方法的普遍性。

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