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A numerical approximation scheme for reachability analysis of stochastic hybrid systems with state-dependent switchings

机译:具有状态依赖性交换的随机混合系统可达性分析的数值近似方案

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摘要

We describe a methodology for reachability analysis of a certain class of stochastic hybrid systems, whose continuous dynamics is governed by stochastic differential equations and discrete dynamics by state-dependent probabilistic transitions. The main feature of the proposed methodology is that it rests on the weak approximation of the solution to the stochastic differential equation with random mode transitions by a Markov chain. Reachability computations then reduce to propagating the transition probabilities of the approximating Markov chain. An example of applications to system verification is presented.
机译:我们描述了一类随机混合系统的可达性分析的方法,其连续动态由随机微分方程和通过状态概率转换的离散动态控制。所提出的方法的主要特征是它依赖于通过马尔可夫链随机模式转换的随机微分方程的弱近似。该可达性计算然后减少到传播近似马尔可夫链的转换概率。提出了系统验证的应用程序示例。

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