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On approximate predictability of metric systems ?

机译:在度量系统的近似可预测性

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In this paper we introduce and characterize the notion of approximate predictability for the general class of metric systems, which are a powerful modeling framework to deal with complex heterogeneous systems such as hybrid systems. Approximate predictability corresponds to the possibility of predicting the occurrence of specific states belonging to a particular subset of interest, in advance with respect to their occurrence, on the basis of observations corrupted by measurement errors. We establish a relation between approximate predictability of a given metric system and approximate predictability of a metric system that approximately simulates the given one. This relation allows checking approximate predictability of a system with an infinite number of states, provided that one is able to construct a metric system with a finite number of states and inputs, approximating the original one in the sense of approximate simulation. The analysis of approximate predictability of Piecewise Affine (PWA) systems is carried out as an application of the proposed approach.
机译:在本文中,我们介绍并表征了对一般公制系统的近似可预测性的概念,这是一种强大的建模框架,用于处理混合系统等复杂的异构系统。近似可预测性对应于预先预测属于特定兴趣子集的特定状态的可能性,其基于由测量误差破坏的观察结果,预先相对于其发生。我们建立了给定度量系统的近似可预测性与度量系统的近似可预测性,大致模拟给定的。该关系允许检查具有无限数量状态的系统的近似可预测性,只要一个能够构造具有有限数量和输入的公制系统,近似于近似模拟的原始态。分析分段仿射(PWA)系统的近似可预测性分析作为拟议方法的应用。

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