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Avtomatika i Telemekhanika, 2017, Issue 7, Pages 141–155
(Mi at14837)
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This article is cited in 11 scientific papers (total in 11 papers)
Robust, Adaptive and Network Control
Algorithms for constructing optimal $n$-networks in metric spaces
A. L. Kazakova, P. D. Lebedevb a Matrosov Institute for System Dynamics and Control Theory, Siberian Branch, Russian Academy of Sciences, Irkutsk, Russia
b Krasovskii Institute of Mathematics and Mechanics, Ural Branch, Russian Academy of Sciences, Yekaterinburg, Russia
Abstract:
We study optimal approximations of sets in various metric spaces with sets of balls of equal radius. We consider an Euclidean plane, a sphere, and a plane with a special non-uniform metric. The main component in our constructions of coverings are optimal Chebyshev $n$-networks and their generalizations. We propose algorithms for constructing optimal coverings based on partitioning a given set into subsets and finding their Chebyshev centers in the Euclidean metric and their counterparts in non-Euclidean ones. Our results have both theoretical and practical value and can be used to solve problems arising in security, communication, and infrastructural logistics.
Keywords:
optimal Chebyshev network, optimal covering, Chebyshev center, metric, Voronoi diagram, Dirichlet cells.
Citation:
A. L. Kazakov, P. D. Lebedev, “Algorithms for constructing optimal $n$-networks in metric spaces”, Avtomat. i Telemekh., 2017, no. 7, 141–155; Autom. Remote Control, 78:7 (2017), 1290–1301
Linking options:
https://www.mathnet.ru/eng/at14837 https://www.mathnet.ru/eng/at/y2017/i7/p141
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Statistics & downloads: |
Abstract page: | 300 | Full-text PDF : | 56 | References: | 61 | First page: | 26 |
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