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Using SOS for Analysis of Zeno Stability in Hybrid systems with Nonlinearity and Uncertainy

机译:用sOs分析混合系统中的芝诺稳定性   非线性和不确定性

摘要

Hybrid systems exhibit phenomena which do not occur in systems withcontinuous vector fields. One such phenomenon - Zeno executions - ischaracterized by an infinite number of discrete events or transitions occurringover a finite interval of time. This phenomenon is not necessarily undesirableand may indeed be used to capture physical phenomena. In this paper, we examinethe problem of proving the existence and stability of zero executions. Ourapproach is to develop a polynomial-time algorithm - based on thesum-of-squares methodology - for verifying the stability of a Zeno execution.We begin by stating Lyapunov-like theorems for local Zeno stability based onexisting results. Then, for hybrid systems with polynomial vector fields, weuse polynomial Lyapunov functions and semialgebraic geometry(Positivstellensatz results) to reduce the local Lyapunov-like conditions to aconvex feasibility problem in polynomial variables. The feasibility problem isthen tested using an algorithm for sum-of-squares programming - SOSTOOLS. Wealso extend these results to hybrid system with parametric uncertainty, wherethe uncertain parameters lie in a semialgebriac set. We also provide severalexamples illustrating the use of our technique.
机译:混合系统表现出在具有连续矢量场的系统中不会发生的现象。一种这样的现象-Zeno执行-的特征是在有限的时间间隔内发生无限数量的离散事件或过渡。该现象不一定是不希望的,并且确实可以用于捕获物理现象。在本文中,我们研究了证明零执行的存在性和稳定性的问题。我们的方法是开发一种基于平方和方法的多项式时间算法,以验证Zeno执行的稳定性。我们首先基于局部存在的结果,针对局部Zeno稳定性陈述类似Lyapunov的定理。然后,对于具有多项式矢量场的混合系统,我们使用多项式Lyapunov函数和半代数几何(Positivstellensatz结果)来减少局部Lyapunov似的条件,以将多项式变量的凸可行性问题凸现。然后使用平方和编程算法SOSTOOLS对可行性问题进行测试。我们还将这些结果扩展到具有参数不确定性的混合系统,其中不确定性参数位于半代数集中。我们还提供了一些示例来说明我们的技术的使用。

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  • 年度 2014
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  • 正文语种 {"code":"en","name":"English","id":9}
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