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On Applicability of Linearization Approach in Calculating Small-Time Reachable Sets of Nonlinear Control Systems

机译:线性化方法在计算非线性控制系统的小型可到达集合中的适用性

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The reachable sets of nonlinear systems are usually quite complicated. They, as a rule, are non-convex and arranged to have rather complex behavior. In this paper, the asymptotic behavior of reachable sets of nonlinear systems affine in control variables at small time intervals is studied. We assume that the initial state of the system is fixed, and the control is bounded in the L2 norm. The subject of the study is the applicability of the linearization method for a sufficiently small length of a time interval. We provide sufficient conditions under which the reachable set of a nonlinear system is convex and asymptotically equal to the reachable set of a linearized system. The concept of asymptotic equality is determined using the Banach-Mazur metric in the space of sets.
机译:非线性系统的可到达集合通常非常复杂。通常,它们是非凸的并且被安排为具有相当复杂的行为。在本文中,研究了在短时间间隔内控制变量仿射的可到达非线性系统集的渐近行为。我们假设系统的初始状态是固定的,并且控制在L2范数内是有界的。研究的主题是线性化方法在足够短的时间间隔内的适用性。我们提供了充分的条件,在该条件下,非线性系统的可到达集合是凸的,并且渐近等于线性系统的可到达集合。渐近相等的概念是在集合空间中使用Banach-Mazur度量来确定的。

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