Homogeneous approximations of nonlinear control systems with output and weak algebraic equivalence

Keywords: homogeneous approximation; nonlinear control system; series of iterated integrals; core Lie subalgebra; maximal left ideal

Abstract

In the paper, we consider nonlinear control systems that are linear with respect to controls with output; vector fields defining the system and the output are supposed to be real analytic. Following the algebraic approach, we consider series $S$ of iterated integrals corresponding to such systems. Iterated integrals form a free associative algebra, and all our constructions use its properties. First, we consider the set of all (formal) functions of such series $f(S)$ and define the set $N_S$ of terms of minimal order for all such functions. We introduce the definition of the maximal graded Lie generated left ideal ${\mathcal J}_S^{\rm max}$ which is orthogonal to the set $N_S$. We describe the relation between this maximal left ideal and the left ideal ${\mathcal J}_S$ generated by the core Lie subalgebra of the system which realizes the series. Namely, we show that ${\mathcal J}_S\subset {\mathcal J}_S^{\rm max}$. In particular, this implies that the graded Lie subalgebra that generates the left ideal ${\mathcal J}_S^{\rm max}$ has a finite codimension. Also, we give the algorithm which reduces the series $S$ to the triangular form and propose the definition of the homogeneous approximation for the series $S$. Namely, homogeneous approximation is a homogeneous series with components that are terms of minimal order in each component of this triangular form. We prove that the set $N_S$ coincides with the set of all shuffle polynomials of components of a homogeneous approximation. Unlike the case when the output is identical, the homogeneous approximation is not completely defined by the ideal ${\mathcal J}_S^{\rm max}$. In order to describe this property, we introduce two different concepts of equivalence of series: algebraic equivalence (when two series have the same homogeneous approximation) and weak algebraic equivalence (when two series have the same maximal left ideal and therefore have the same minimal realizing system). We prove that if two series are algebraically equivalent, then they are weakly algebraically equivalent. The examples show that in general the converse is not true.

Downloads

Download data is not yet available.

References

D.M. Andreieva, S.Yu. Ignatovich. Homogeneous approximation for minimal realizations of series of iterated integrals, Visnyk of V.N.Karazin Kharkiv National University, Ser. Mathematics, Applied Mathematics and Mechanics. - 2022. - Vol. 96. - P. 23-39. DOI: https://doi.org/10.26565/2221-5646-2022-96-02

D.M. Andreieva, S.Yu. Ignatovich. Homogeneous approximation of one-dimensional series of iterated integrals and time optimality, Journal of Optimization, Differential Equations and their Applications. - 2023. - Vol. 31, No 2. - P. 1-23. DOI: http://dx.doi.org/10.15421/142308

A. Bellaiche. The tangent space in sub-Riemannian geometry, in: Progress in Mathematics, Bellaiche, A. and Risler, J. J., eds., Birkhauser Basel, 1996. - Vol. 144. - P. 1-78. DOI: http://doi.org/10.1007/978-3-0348-9210-0_1

M. Fliess. Fonctionnelles causales non lineaires et indeterminees non commutatives, Bull. Soc. Math. France. - 1981. - Vol. 109. - P. 3-40.

S. Yu. Ignatovich. Realizable growth vectors of affine control systems, J. Dyn. Control Syst. - 2009. - Vol. 15. - P. 557-585. DOI: http://doi.org/10.1007/s10883-009-9075-y

A. Isidori. Nonlinear control systems. 3-rd ed. Springer-Verlag, London. - 1995. - 549 p. DOI: https://doi.org/10.1007/978-1-84628-615-5

V. Jurdjevic. Geometric control theory. Cambridge University Press. - 1996. - 508 p. DOI: https://doi.org/10.1017/CBO9780511530036

M. Kawski. Combinatorial algebra in controllability and optimal control. In: Algebra and Applications-2: Combinatorial Algebra and Hopf Algebras. A. Makhlouf (Ed.), Hoboken ISTE Ltd. / John Wiley and Sons, 2021. - P. 221-286. ISBN 978-1-119-88091-2

G. Melancon, C. Reutenauer. Lyndon words, free algebras and shuffles, Canad. J. Math. - 1989. - Vol. 41. - P. 577-591. DOI: http://doi.org/10.4153/CJM-1989-025-2

C. Reutenauer. Free Lie algebras. Clarendon Press, Oxford. - 1993. - 286 p.

G. Sklyar, P. Barkhayev, S. Ignatovich, V. Rusakov. Implementation of the algorithm for constructing homogeneous approximations of nonlinear control systems, Mathematics of Control, Signals, and Systems. - 2022. - Vol. 34. - No 4. - P. 883--907. DOI: http://doi.org/10.1007/s00498-022-00330-5

G.M. Sklyar, S.Yu. Ignatovich. Free algebras and noncommutative power series in the analysis of nonlinear control systems: an application to approximation problems, Dissertationes Mathematicae. - 2014. - Vol. 504. - P. 1-88. DOI: http://dx.doi.org/10.4064/dm504-0-1

G. Sklyar, S. Ignatovich. Construction of a homogeneous approximation. In: Advanced, Contemporary Control. Advances in Intelligent Systems and Computing, A. Bartoszewicz, J. Kabzinski, J. Kacprzyk (Eds.), Springer, Cham. - 2020. - Vol. 1196. - P. 611-624. DOI: https://doi.org/10.1007/978-3-030-50936-1_52

G.M. Sklyar, S.Yu. Ignatovich, P.Yu. Barkhayev. Algebraic classification of nonlinear steering problems with constraints on control, in: Advances in Mathematics Research, Nova Science Publishers, Inc.: New York. - 2005. - Vol. 6. - P. 37--96. ISBN 9781594540325.

Published
2024-05-24
Cited
How to Cite
Andreieva, D., & Ignatovich, S. (2024). Homogeneous approximations of nonlinear control systems with output and weak algebraic equivalence. Visnyk of V. N. Karazin Kharkiv National University. Ser. Mathematics, Applied Mathematics and Mechanics, 99, 36-50. https://doi.org/10.26565/2221-5646-2024-99-03
Section
Статті