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

被引:1
|
作者
Lebedev, Pavel Dmitrievich [3 ]
Kazakov, Alexander Leonidovich [1 ,2 ]
机构
[1] Russian Acad Sci, Siberian Branch, Matrosov Inst Syst Dynam & Control Theory, Irkutsk 664033, Russia
[2] Russian Acad Sci, Ural Branch, Inst Engn Sci, Ekaterinburg 620049, Russia
[3] Russian Acad Sci, Ural Branch, Krasovskii Inst Math & Mech, Ekaterinburg 620108, Russia
来源
基金
俄罗斯科学基金会;
关键词
optimization; ball covering; heuristic algorithm; Chebyshev center; computational experiment; POSTERIORI MINIMAX ESTIMATION; SPHERES; SYSTEM; STATES; PLANE;
D O I
10.21538/0134-4889-2021-27-1-116-129
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
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.
引用
收藏
页码:116 / 129
页数:14
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  • [1] Numerical methods for the construction of packings of different balls into convex compact sets
    Lebedev, P. D.
    Kazakov, A. L.
    Lempert, A. A.
    [J]. TRUDY INSTITUTA MATEMATIKI I MEKHANIKI URO RAN, 2020, 26 (02): : 173 - 187
  • [2] Algorithms for Constructing Optimal Covering of Planar Figures with Disks Sets of Linearly Different Radii
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    Stoychin, Krasimir L.
    [J]. BULLETIN OF IRKUTSK STATE UNIVERSITY-SERIES MATHEMATICS, 2023, 46 : 35 - 50