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arXiv cs/0202006cs.LOcs.SE
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混杂系统可达集的近似计算

Approximate Computation of Reach Sets in Hybrid Systems

D. Ravi, R. K. Shyamasundar

摘要:

混杂系统中最重要的问题之一是{ \em可达性问题}。即使对于{ \em linear}混合系统的子类,可达性问题也是不可判定的.有鉴于此,在混合动力系统领域的主要焦点一直是找到{ \em有效}半决策程序,这个问题。这样的算法方法涉及找到计算方法和表示的连续变量的到达集内的混合系统的离散状态。本文在简要介绍混杂系统和可达性问题的基础上,提出了一种求解混杂系统中连续变量可达集的计算方法。此外,我们还描述了一个新的算法,用多面体过近似的线性动力学和多面体初始集的连续变量的可达集。我们说明这些算法与典型有趣的例子。

英文摘要:

One of the most important problems in hybrid systems is the {\em reachability problem}. The reachability problem has been shown to be undecidable even for a subclass of {\em linear} hybrid systems. In view of this, the main focus in the area of hybrid systems has been to find {\em effective} semi-decision procedures for this problem. Such an algorithmic approach involves finding methods of computation and representation of reach sets of the continuous variables within a discrete state of a hybrid system. In this paper, after presenting a brief introduction to hybrid systems and reachability problem, we propose a computational method for obtaining the reach sets of continuous variables in a hybrid system. In addition to this, we also describe a new algorithm to over-approximate with polyhedra the reach sets of the continuous variables with linear dynamics and polyhedral initial set. We illustrate these algorithms with typical interesting examples.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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