用计算机代数求渐近稳定的近似区域:一个实例研究

S. Prakash, J. Vanualailai, T. Soma
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引用次数: 6

摘要

非线性控制系统分析与设计中的经典问题之一是用李雅普诺夫直接法求渐近稳定区域。本文通过一个算例初步证明,使用量词消去法可以很容易地解决这一问题。特别是,如果控制方程是用只包含多项式的微分方程来描述的,则可以方便地使用计算机代数软件包(如Qepcad或Redlog)来求解。在我们的案例研究中,我们使用一个简单的Lyapunov函数和Qepcad来估计稳定区域,并通过基于拉格朗日方法的优化方法来验证结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Obtaining approximate region of asymptotic stability by computer algebra: a case study
One of the classical problems in nonlinear control system analysis and design is to find a region of asymptotic stability by the Direct Method of Lyapunov. This paper tentatively shows, via a numercial example, that this problem can be easily solved using Quantifier Elimination (QE). In particular, if the governing equations are described by differential equations containing only polynomials, then the problem can be conveniently solved by a computer algebra software packages such as Qepcad or Redlog. In our case study, we use a simple Lyapunov function and Qepcad to estimate the stability region, and the results are verified by an optimization method based on Lagrange's method.
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