用线性时变系统逼近一般非线性控制系统

M. Ramezani, A. Kamyad
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引用次数: 2

摘要

由于一般非线性控制系统的控制是非常困难的,特别是对于非仿射非线性控制系统,这些系统没有任何解析解,本文在求解与原问题对应的一系列线性规划问题(LPP)的基础上,提出了一种求解这些系统的线性时变(LTV)等效系统的新方法。首先,我们以变分法的形式将原问题转化为新问题。然后将新问题离散化,并尝试用非线性规划(NLP)方法近似求解。为此,我们将NLP问题的解转化为LPP序列的解,从而使我们能够使用强大的线性问题软件。最后,通过求解一些非线性控制问题,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approximation of general nonlinear control systems with linear time varying systems
Since control of general nonlinear control systems is very difficult and there isn't any analytic solution for these systems specially for non affine nonlinear control systems, in this paper we propose a novel method for finding a Linear Time Varying (LTV) equivalent system for these systems based on solving a sequence of Linear Programming Problems (LPP) corresponding to our original problem. First, we transfer the original problem to a new problem in the form of calculus of variations. Then we discretize the new problem and try to solve it approximately by using Nonlinear Programming (NLP) methods. For this, the solution of our NLP problem is transferred to solution a sequence of LPP, such that empowering us to use powerful linear problem soft wares. Finally, efficiency of our method is confirmed by solving some nonlinear control problems.
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