Abstract
The problem of optimal packing of geometric objects with specified shape and physical-metric parameters is considered. The combinatorial structure of the problem is defined. An equivalent problem is formulated based on the artificial expansion of space dimension with physical-metric parameters being independent variables. The proposed approach is illustrated by the solution of balanced circular packing problem.
Similar content being viewed by others
References
Yu. Stoyan, A. Pankratov, and T. Romanova, “Cutting and packing problems for irregular objects with continuous rotations: Mathematical modeling and nonlinear optimization,” J. of Operational Research Society, Vol. 67, No. 5, 786–800 (2016).
J. A. Bennell, G. Scheithauer, Yu. Stoyan, T. Romanova, and A. Pankratov, “Optimal clustering of a pair of irregular objects,” J. of Global Optimization, Vol. 61, No. 3, 497–524 (2015).
Y. Stoyan, A. Pankratov, and T. Romanova, “Quasi-phi-functions and optimal packing of ellipses,” J. of Global Optimization, Vol. 65, No. 2, 283–307 (2016).
N. Chernov, Yu. Stoyan, and T. Romanova, “Mathematical model and efficient algorithms for object packing problem,” Computational Geometry: Theory and Applications, Vol. 43, No. 5, 535–553 (2010).
A. Bortfeldt and G. Wascher, “Constraints in container loading: A state-of-the-art review,” European J. of Operational Research, Vol. 229, No. 1, 1–20 (2013).
G. Fasano, “Optimized packings with applications,” in: G. Fasano and J. D. Pinter (eds.), Optimization and Its Applications, Vol. 105, Springer, New York (2015).
M. Hifi and L. Yousef, “Handling lower bound and hill-climbing strategies for sphere packing problems,” in: S. Fidanova (ed.), Recent Advances in Computational Optimization Studies in Computational Intelligence, Vol. 610, Springer, New York (2016), pp. 145–164.
R. M Hallah, A. Alkandari, and N. Mladenovic, “Packing unit spheres into the smallest sphere using VNS and NLP,” Computers and Operations Research, Vol. 40, No. 2, 603–615 (2013).
W. Vancroonenburg, J. Verstichel, K. Tavernier, and G. V. Berghe, Transportation Research, Pt. E: Logistics and Transportation Review, Pergamon (2014), pp. 70–83.
Yu. G. Stoyan, “A generalization of dense packing function,” Dokl. AN USSR, No. 8, pp. 70–74 (1980).
Yu. G. Stoyan, G. Scheithauer, and T. Romanova, “Φ-functions for primary 2D-objects,” Studia Informatica Universalis, Int. J. Informatics, Vol. 2, 1–32 (2002).
O. S. Pichugina and S. V. Yakovlev, “Continuous representations and functional extensions in combinatorial optimization,” Cybern. Syst. Analysis, Vol. 52, No. 6, 921–930 (2016).
O. S. Pichugina and S. V. Yakovlev, “Functional and analytic representations of the general permutations,” Eastern-European J. of Enterprise Technologies, Vol. 1, No. 4, 27–38 (2016).
V. A. Emelichev, M. M. Kovalev, and M. K. Kravtsov, Polyhedra, Graphs, and Optimization (Combinatorial Theory of Polyhedra), Nauka, Moscow (1981).
S. V. Yakovlev, “The theory of convex continuations of functions on vertices of convex polygons,” Computational Mathematics and Mathematical Physics, Vol. 34, No. 7, 1112–1119 (1994).
O. Pichugina and S. Yakovlev, “Convex extensions and continuous functional representations in optimization with their applications,” J. Coupled Syst. Multiscale Dyn., Vol. 4, No. 2, 129–152 (2016).
S. V. Yakovlev, “Bounds on the minimum of convex functions on Euclidean combinatorial sets,” Cybern. Syst. Analysis, Vol. 25, No. 3, 385–391 (1989).
S. V. Yakovlev, “Combinatorial structure of optimal packing problems for geometrical objects,” Dokl. NAN Ukr., No. 9, 55–61 (2017).
E. A. Nenakhov, T. E. Romanova, and P. I. Stetsyuk, “Balanced packing of circles in a circle of minimum radius,” Teoriya Optim. Reshenii, 143–153 (2013).
P. I. Stetsyuk, T. E. Romanova, and G. Scheithauer, “On the global minimum in a balanced circular packing problem,” Optimization Letters, Vol. 10, No. 6, 1347–1360 (2015).
O. Pichugina and S. Yakovlev, “Continuous approaches to the unconstrained binary quadratic problems,” in: J. Bélair et al. (eds.), Mathematical and Computational Approaches in Advancing Modern Science and Engineering, Springer, Switzerland (2016), pp. 689–700.
Yu. G. Stoyan, S. V. Yakovlev, and O. V. Parshin, “Quadratic optimization on combinatorial sets in R n,” Cybern. Syst. Analysis, Vol. 27, No. 4, 562–567 (1991).
S. V. Yakovlev and I. V. Grebennik, “Localization of solutions of some problems of nonlinear integer optimization,” Cybern. Syst. Analysis, Vol. 29, No. 5, 419–426 (1993).
S. V. Yakovlev and O. A. Valuiskaya, “Optimization of linear functions at the vertices of a permutation polyhedron with additional linear constraints,” Ukr. Math. J., Vol. 53, No. 9, 1535–1545 (2001).
Yu. G. Stoyan, G. Scheithauer, and G. N. Yaskov, “Packing unequal spheres into various containers,” Cybern. Syst. Analysis, Vol. 52, No. 3, 419–426 (2016).
Yu. Stoyan and G. Yaskov, “Packing unequal circles into a strip of minimal length with a jump algorithm,” Optimization Letters, Vol. 8, No. 3, 949–970 (2014).
G. N. Yaskov, “Packing non-equal hyperspheres into a hypersphere of minimal radius,” Problemy Mashinostroeniya, Vol. 17, No. 2, 48–53 (2014).
S. V. Yakovlev, “On a class of problems on covering of a bounded set,” Acta Mathematica Hungarica, Vol. 53, No. 3, 253–262 (1989).
S. N. Gerasin, V. V. Shlyakhov, and S. V. Yakovlev, “Set coverings and tolerance relations,” Cybern. Syst. Analysis, Vol. 44, No. 3, 333–340 (2008),
S. B. Shekhovtsov and S. V. Yakovlev, “Formalization and solution of one class of covering problem in design of control and monitoring systems,” Autom. Remote Control, Vol. 50, No. 5, 705–710 (1989).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated from Kibernetika i Sistemnyi Analiz, No. 5, September–October, 2017, pp. 82–89
Rights and permissions
About this article
Cite this article
Yakovlev, S.V. The Method of Artificial Space Dilation in Problems of Optimal Packing of Geometric Objects. Cybern Syst Anal 53, 725–731 (2017). https://doi.org/10.1007/s10559-017-9974-y
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10559-017-9974-y