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Stability of discrete-time switching systems with constrained switching sequences

机译:具有约束切换的离散时间切换系统的稳定性   序列

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摘要

We introduce a novel framework for the stability analysis of discrete-timelinear switching systems with switching sequences constrained by an automaton.The key element of the framework is the algebraic concept of multinorm, whichassociates a different norm per node of the automaton, and allows to exactlycharacterize stability. Building upon this tool, we develop the firstarbitrarily accurate approximation schemes for estimating the constrained jointspectral radius r, that is the exponential growth rate of a switching systemwith constrained switching sequences. More precisely, given a relative accuracya > 0, the algorithms compute an estimate of r within the range [r; (1 + a)r].These algorithms amount to solve a well defined convex optimization programwith known time-complexity, and whose size depends on the desired relativeaccuracy a > 0.
机译:我们介绍了一种新颖的框架,用于分析具有自动机约束的切换序列的离散时间线性切换系统的稳定性。该框架的关键要素是多范数的代数概念,它与自动机的每个节点关联一个不同的范数,并允许精确表征稳定性。在此工具的基础上,我们开发了第一个任意精确的近似方案来估计受约束的联合光谱半径r,即具有受约束的切换序列的切换系统的指数增长率。更准确地说,给定相对准确度a> 0,算法将在范围[r; (1 + a)r]。这些算法足以解决定义明确的,具有已知时间复杂性的凸优化程序,其程序的大小取决于所需的相对精度a> 0。

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