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Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2020, Volume 26, Number 1, Pages 141–155
DOI: https://doi.org/10.21538/0134-4889-2020-26-1-141-155
(Mi timm1705)
 

This article is cited in 4 scientific papers (total in 4 papers)

On Polyhedral Estimation of Reachable Sets in the “Extended” Space for Discrete-Time Systems with Uncertain Matrices and Integral Constraints

E. K. Kostousova

Institute of Mathematics and Mechanics, Ural Branch of the Russian Academy of Sciences, Ekaterinburg
Full-text PDF (284 kB) Citations (4)
References:
Abstract: The problems of reachability and construction of estimates of reachable sets are considered for discrete-time systems with initially linear structure and uncertainties in the initial conditions, matrices, and additive input actions. The uncertainties are restricted by given parallelepiped-valued, interval, and integral nonquadratic constraints, respectively. The systems under consideration turn out to be of bilinear type due to the uncertainty in the matrices. The reachable sets are considered not only in the original space $\mathbb{R}^{n}$ but also in the “extended” space $\mathbb{R}^{n+1}$, where the last coordinate $\mu$ corresponds to the current reserve of the additive input action. An exact description is given for the reachable sets $\mathcal{Z}[k]$ in the “extended” space using multivalued recurrence relations. Here, the representation of sets in the form of the union of their $\mu$-sections is used, and the recurrence relations include operations with sets; one of the operations (multiplication by an interval matrix) acts on each cross-section independently, and another combines the Minkowski sum and the union over cross-sections. The reachable sets $\mathcal X[k]$ in $\mathbb{R}^{n}$ are determined by the cross-sections of $\mathcal{Z}[k]$ corresponding to $\mu=0$. However, it is usually difficult to calculate $\mathcal{Z}[k]$ exactly from the above relations. Methods are proposed for the construction of parameterized families of external and internal polyhedral estimates of the sets $\mathcal{Z}[k]$ in the form of polytopes of a special type. On this basis, external parallelepiped-valued and internal parallelotope-valued estimates of $\mathcal X[k]$ are constructed. All estimates are found by explicit formulas from systems of recurrence relations.
Keywords: reachable set, integral constraints, uncertain matrix, polyhedral estimates, parallelepipeds, parallelotopes.
Received: 13.11.2019
Revised: 22.01.2020
Accepted: 27.01.2020
English version:
Proceedings of the Steklov Institute of Mathematics (Supplementary issues), 2021, Volume 313, Issue 1, Pages S140–S154
DOI: https://doi.org/10.1134/S0081543821030159
Bibliographic databases:
Document Type: Article
UDC: 517.977
Language: Russian
Citation: E. K. Kostousova, “On Polyhedral Estimation of Reachable Sets in the “Extended” Space for Discrete-Time Systems with Uncertain Matrices and Integral Constraints”, Trudy Inst. Mat. i Mekh. UrO RAN, 26, no. 1, 2020, 141–155; Proc. Steklov Inst. Math. (Suppl.), 313, suppl. 1 (2021), S140–S154
Citation in format AMSBIB
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\vol 26
\issue 1
\pages 141--155
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\jour Proc. Steklov Inst. Math. (Suppl.)
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  • This publication is cited in the following 4 articles:
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