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THE LIMITS OF APPLICABILITY OF THE LINEARIZATION METHOD IN CALCULATING SMALL–TIME REACHABLE SETS

机译:线性化方法在计算小型可达套件时的适用范围

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摘要

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 control-affine systems on small time intervals is studied. We assume that the initial state of the system is fixed, and the control is bounded in the (mathbb{L}_2)-norm. The subject of the study is the applicability of the linearization method for a sufficiently small length of the 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 defined in terms of the Banach-Mazur metric in the space of sets.  The conditions depend on the behavior of the controllability Gramian of the linearized system – the smallest eigenvalue of the Gramian should not tend to zero too quickly when the length of the time interval tends to zero.  The indicated asymptotic behavior occurs for a reasonably wide class of second-order nonlinear control systems but can be violated for systems of higher dimension.  The results of numerical simulation illustrate the theoretical conclusions of the paper.
机译:可达的非线性系统通常非常复杂。它们通常是非凸的并且被安排成具有相当复杂的行为。本文研究了对小型时间间隔的可达非线性控制 - 仿射系统的可达到可达的非线性控制仿射系统的渐近行为。我们假设系统的初始状态是固定的,并且控件界定在( mathbb {l} _2 )中界定。该研究的主题是线性化方法适用于足够小的时间间隔长度。我们提供了足够的条件,该条件下,可到达的非线性系统的可到达组和渐近地等于可到达的线性化系统。渐近平等的概念在集合空间中的Banach-Mazur指标方面定义。这些条件取决于线性化系统的可控性克朗尼亚的行为 - 当时间间隔的长度趋于为零时,克朗尼亚的最小特征值不应趋于零。出现指定的渐近行为,用于合理宽的二阶非线性控制系统,但可以违反更高尺寸的系统。数值模拟结果说明了纸张的理论结论。

著录项

  • 作者

    Mikhail I. Gusev;

  • 作者单位
  • 年度 2020
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
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