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HYBRID ABSTRACTIONS OF AFFINE SYSTEMS

机译:仿射系统的混合抽象

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摘要

This paper considers the problem of building a set of hybrid abstractions for affine systems in order to compute over approximations of the reachable space. Each abstraction is based on a partition of the continuous state space that is defined by hyperplanes generated by near combinations of two vectors. The choice of these vectors s based on considerations on the dynamics of the system and uses, for example, the left eigen vectors of the matrix that defines this dynamics. It is shown how the reachability calculus can then be performed on a composition of such abstractions and how its accuracy depends on the choice of hyperplanes that defines the abstraction but also on the number of abstractions that are composed.
机译:本文考虑构建一组用于仿射系统的混合抽象的问题,以计算可到达空间的近似。每个抽象基于由近两个向量的近组合产生的超平面来定义的连续状态空间的分区。基于对系统动态的考虑来选择这些向量S并使用例如定义该动态的矩阵的左eIGEN vectors。显示如何对这种抽象的组成来执行可达性微积分以及其准确性如何取决于定义抽象的超平面的选择,而且还可以对所组成的抽象数进行选择。

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