Homogeneous approximation for minimal realizations of series of iterated integrals

D. M. Andreieva, S. Ignatovich
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Abstract

In the paper, realizable series of iterated integrals with scalar coefficients are considered and an algebraic approach to the homogeneous approximation problem for nonlinear control systems with output is developed. In the first section we recall the concept of the homogeneous approximation of a nonlinear control system which is linear w.r.t.\ the control and the concept of the series of iterated integrals. In the second section the statement of the realizability problem is given, a criterion for realizability and a method for constructing a minimal realization of the series are recalled. Also we recall some ideas of the algebraic approach to the description of the homogeneous approximation: the free graded associative algebra, which is isomorphic to the algebra of iterated integrals, the free Lie algebra, the Poincar\'{e}-Birkhoff-Witt basis, the dual basis and its construction by use of the shuffle product, the definition of the core Lie subalgebra, which defines the homogeneous approximation of a control system. In the third section we show how to find the core Lie subalgebra of the systems that is a realization of the one-dimensional series of iterated integrals without finding the system itself. The result obtained is illustrated by the example, in which we demonstrate two methods for finding the core Lie subalgebra of the realizing system. In the last section it is shown that for any graded Lie subalgebra of finite codimension there exists a one-dimensional homogeneous series such that this Lie subalgebra is the core Lie subalgebra for its minimal realization. The proof is constructive: we give a method of finding such a series; we use the dual basis to the Poincar\'{e}-Birkhoff-Witt basis of the free associative algebra, which is built by the core Lie subalgebra, and the shuffle product in this algebra. As a consequence, we get a classification of all possible homogeneous approximations of systems that are realizations of one-dimensional series of iterated integrals.
迭代积分级数最小实现的齐次逼近
本文考虑了标量系数迭代积分的可实现级数,提出了一种具有输出的非线性控制系统齐次逼近问题的代数方法。在第一部分中,我们回顾了线性非线性控制系统的齐次逼近的概念,以及控制和迭代积分级数的概念。第二部分给出了可实现性问题的表述,给出了可实现性的判据和构造该级数的最小可实现的方法。我们还回顾了描述齐次逼近的代数方法的一些思想:与迭代积分代数同构的自由梯度结合代数,自由李代数,庞加莱-伯克霍夫-维特基,对偶基及其用洗牌积的构造,核心李子代数的定义,它定义了控制系统的齐次逼近。在第三节中,我们展示了如何在不找到系统本身的情况下找到系统的核心李子代数,即一维迭代积分序列的实现。通过算例说明了所得到的结果,并给出了求实现系统核心李子代数的两种方法。在最后一节中,我们证明了对于任何有限余维的阶李子代数,存在一个一维齐次级数,使得该李子代数是其最小实现的核心李子代数。证明是建设性的:我们给出了一种求这样一个级数的方法;利用核心李子代数建立的自由结合代数的Poincar\ {e}-Birkhoff-Witt基的对偶基,以及该代数中的shuffle积。因此,我们得到了所有可能的齐次逼近系统的分类,这些系统是一维迭代积分序列的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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