The paper considers a continuous problem of optimal c-sphere covering of a compact set from Ω from E n with a given number of spheres of minimum radius and a problem of covering a set with the minimum number of spheres of given radius. Algorithms are proposed and substantiated to solve the problems using optimal set-partition theory and Shor’s r-algorithm.
Similar content being viewed by others
References
S. A. Piyavskii, “Network optimization,” Izv. AN SSSR, Tekhn. Kibern., No. 1, 68–80 (1968).
V. S. Brusov and S. A. Piyavskii, “Computational algorithm of optimal covering of plane domains,” Zh. Vych. Mat. Mat. Fiz., 11, No. 2, 304–312 (1971).
A. G. Sukharev, Minimax Algorithms in Problems of Integer Analysis [in Russian], Nauka, Moscow (1989).
H. Jandl and K. Wieder, “A continuous set covering problem as a quasidifferentiable optimization problem,” Optimization, 19, No. 6, 781–802 (1988).
E. M. Kiseleva and N. Z. Shor, “On the similarity and difference of some continuous covering and partition problems,” in: Issues of Applied Mathematics and Mathematical Modeling [in Russian], DGU, Dnepropetrovsk (1997), pp. 68–77.
M. Friedman, “On the analysis and solution of certain geographical optimal covering problems,” Comput. Oper. Res., 17, 848–856 (1976).
Yu. G. Stoyan and V. N. Patsuk, “Covering a polygonal domain with the minimum number of identical circles of prescribed radius,” Dop. NAN Ukrainy, No. 3, 74–77 (2006).
A. A. Antoshkin and T. E. Romanova, “Mathematical model of a problem of covering a convex polygonal domain with circles with allowance for the errors of initial data,” Probl. Mashinostroeniya, 5, No. 1, 56–60 (2002).
V. S. Brusov and S. A. Piyavskii, “Applying optimal covering theory to the choice of propulsion system of a low-thrust space vehicle,” Mekh. Tverd. Tela, No. 5, 3–10 (1968).
V. S. Brusov and S. A. Piyavskii, “Low-thrust propulsion system, universal for a two-dimensional range of parameters,” Kosmich. Issled., 8, No. 4, 542–546 (1970).
E. M. Kiseleva and V. G. Shafiro, “Relationship between optimal covering and optimal partition problems,” in: Issues of Applied Mathematics and Mathematical Modeling [in Russian], DGU, Dnepropetrovsk (1991), pp. 23–27.
N. Z. Shor, Methods of Minimization of Nondifferentiable Functions and Their Application [in Russian], Naukova Dumka, Kyiv (1979).
E. M. Kiseleva and N. Z. Shor, Continuous Problems of Optimal Partition of Sets. Theory, Algorithms, and Applications [in Russian], Naukova Dumka, Kyiv (2005).
N. Z. Shor and P. I. Stetsyuk, “Modified r-algorithm to find the global minimum of polynomial functions,” Cybern. Syst. Analysis, 33, No. 4, 482–497 (1997).
N. Z. Shor (general editor), Problems of Optimal Design of Reliable Networks [in Ukrainian], Naukova Dumka, Kyiv (2005).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated from Kibernetika i Sistemnyi Analiz, No. 3, pp. 98–117, May–June 2009.
Rights and permissions
About this article
Cite this article
Kiseleva, E.M., Lozovskaya, L.I. & Timoshenko, E.V. Solution of continuous problems of optimal covering with spheres using optimal set-partition theory. Cybern Syst Anal 45, 421–437 (2009). https://doi.org/10.1007/s10559-009-9113-5
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10559-009-9113-5