Abstract
We give an approximation deterministic algorithm for solving the Random MST with given diameter of directed graph. The problem is NP-hard. Algorithm has a quadratic time complexity. A probabilistic analysis was performed under conditions that edge weights of given graph are identically independent uniformly distributed random variables on an interval with positive ends. Sufficient conditions of asymptotic optimality are presented.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Angel, O., Flaxman, A.D., Wilson, D.B.: A sharp threshold for minimum bounded-depth and bounded-diameter spanning trees and Steiner trees in random networks. arXiv:0810.4908v2 [math.PR], 5 May 2011
Cooper, C., Frieze, A., Ince, N., Janson, S., Spencer, J.: On the length of a random minimum spanning tree. Comb. Probab. Comput. 25(1), 89–107 (2016)
Frieze, A.: On the value of a random MST problem. Discrete Appl. Math. 10, 47–56 (1985)
Garey, M.R., Johnson, D.S.: Computers and Intractability. Freeman, San Francisco (1979)
Gimadi, E.Kh., Perepelitsa, V.A.: Asymptotic approach for solving the traveling salesman problem. Upravlyaemye Sistemy 12, 35–45 (1974). (in Russian)
Gimadi, E.Kh., Glebov, N.I., Perepelitsa, V.A.: Algorithms with estimates for discrete optimization problems. Problemy Kibernetiki 31, 35–42 (1974). (in Russian)
Gimadi, E.K., Serdyukov, A.I.: A probabilistic analysis of an approximation algorithm for the minimum weight spanning tree problem with bounded from below diameter. In: Inderfurth, K., Schwödiauer, G., Domschke, W., Juhnke, F., Kleinschmidt, P., Wäscher, G. (eds.) Operations Research Proceedings 1999. ORP, vol. 1999, pp. 63–68. Springer, Heidelberg (2000). https://doi.org/10.1007/978-3-642-58300-1_12
Gimadi, E.K., Shin, E.Y.: Probabilistic analysis of an algorithm for the minimum spanning tree problem with diameter bounded below. J. Appl. Ind. Math. 9(4), 480–488 (2015)
Gimadi, E.Kh., Istomin, A., Shin, E.: On algorithm for the minimum spanning tree problem bounded below. In: Proceedings DOOR 2016, Vladivostok, Russia, 19–23 September 2016. CEUR-WS, vol. 1623, pp. 11–17 (2016)
Perepelitsa, V.A., Gimadi, E.Kh.: Problem of finding the minimum hamiltonian cycle in a weighted graph. Discrete Anal. 15, 57–65 (1969). (Inst. Math., Novosibirsk) (in Russian)
Slominski, L.: Probabilistic analysis of combinatorial algorithms: a bibliography with selected annotations. Computing 28, 257–267 (1982)
Petrov V.V.: Limit Theorems of Probability Theory. Sequences of Independent Random Variables, p. 304. Clarendon Press, Oxford (1995)
Acknowledgments
The authors are supported by the program of fundamental scientific researches of the SB RAS, project 0314-2019-0014 and by the Ministry of Science and Higher Education of the Russian Federation under the 5–100 Excellence Programme.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Gimadi, E.K., Shin, E.Y. (2019). On Given Diameter MST Problem on Random Input Data. In: Bykadorov, I., Strusevich, V., Tchemisova, T. (eds) Mathematical Optimization Theory and Operations Research. MOTOR 2019. Communications in Computer and Information Science, vol 1090. Springer, Cham. https://doi.org/10.1007/978-3-030-33394-2_3
Download citation
DOI: https://doi.org/10.1007/978-3-030-33394-2_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-33393-5
Online ISBN: 978-3-030-33394-2
eBook Packages: Computer ScienceComputer Science (R0)