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Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2021, Volume 27, Number 1, Pages 116–129
DOI: https://doi.org/10.21538/0134-4889-2021-27-1-116-129
(Mi timm1797)
 

Iterative algorithms for constructing the thinnest coverings of convex polyhedra by sets of different balls

P. D. Lebedeva, A. L. Kazakovbc

a Institute of Mathematics and Mechanics, Ural Branch of the Russian Academy of Sciences, Ekaterinburg
b Matrosov Institute for System Dynamics and Control Theory of Siberian Branch of Russian Academy of Sciences, Irkutsk
c Institute of Engineering Science, Urals Branch, Russian Academy of Sciences, Ekaterinburg
References:
Abstract: In control theory and various areas of applied mathematics, it is important to approximate sets of complex geometry by unions of simple unified bodies. One of the most common methods here is covering sets with balls. In the classical statement, all the balls are equal; nevertheless, a more general statement is also of interest when the balls can be different. In this paper, we study the problem of constructing a covering of a compact set $M$ in three-dimensional Euclidean space by a set of a given number of balls whose radii are equal to the product of a common parameter $r$ and an individual positive coefficient. The optimality criterion is the minimum of $r$. We propose heuristic algorithms for constructing such coverings based on splitting the set $M$ into zones of influence of points and finding their Chebyshev centers. Statements about the properties of these algorithms are proved, and the algorithms are implemented. The problems of covering a cube with different sets of balls of two types are solved numerically. Possible directions of further research are outlined and discussed.
Keywords: optimization, ball covering, heuristic algorithm, Chebyshev center, computational experiment.
Funding agency Grant number
Russian Science Foundation 19-11-00105
P.D. Lebedev's research is supported by the Russian Science Foundation (project no. 19-11-00105).
Received: 11.01.2021
Revised: 20.02.2021
Accepted: 25.02.2021
Bibliographic databases:
Document Type: Article
UDC: 514.174.3
MSC: 52C17, 5B40
Language: Russian
Citation: P. D. Lebedev, A. L. Kazakov, “Iterative algorithms for constructing the thinnest coverings of convex polyhedra by sets of different balls”, Trudy Inst. Mat. i Mekh. UrO RAN, 27, no. 1, 2021, 116–129
Citation in format AMSBIB
\Bibitem{LebKaz21}
\by P.~D.~Lebedev, A.~L.~Kazakov
\paper Iterative algorithms for constructing the thinnest coverings of convex polyhedra by sets of different balls
\serial Trudy Inst. Mat. i Mekh. UrO RAN
\yr 2021
\vol 27
\issue 1
\pages 116--129
\mathnet{http://mi.mathnet.ru/timm1797}
\crossref{https://doi.org/10.21538/0134-4889-2021-27-1-116-129}
\elib{https://elibrary.ru/item.asp?id=44827400}
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