多项式可达性的平行四边形束

T. Dreossi, T. Dang, C. Piazza
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引用次数: 46

摘要

在这项工作中,我们提出了平行四边形束,即多面体的符号表示的平行四面体集。我们定义了这些对象的紧表示,并证明了任何多面体都可以用束规范化表示。我们提出了有效的算法来操纵束。其中,我们定义了计算多项式变换的严格过逼近的技术。我们结合Bernstein技术,将我们的框架应用于多项式动力系统的可达性问题。我们的方法的准确性和可扩展性在许多案例研究中得到了验证。
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Parallelotope Bundles for Polynomial Reachability
In this work we present parallelotope bundles, i.e., sets of parallelotopes for a symbolic representation of polytopes. We define a compact representation of these objects and show that any polytope can be canonically expressed by a bundle. We propose efficient algorithms for the manipulation of bundles. Among these, we define techniques for computing tight over-approximations of polynomial transformations. We apply our framework, in combination with the Bernstein technique, to the reachability problem for polynomial dynamical systems. The accuracy and scalability of our approach are validated on a number of case studies.
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