Comparative evaluation of centrality criterion in a hierarchical network

Authors

  • Dmytro Lande Institute of problems of information registration of National academy of science of Ukraine, Kyiv,
  • Olga Sulema National technical university of Ukraine «Kyiv polytechnic institute», Kyiv,

DOI:

https://doi.org/10.20535/2411-1031.2015.3.2.60878

Abstract

The research of centrality in hierarchical networks is presented in the paper. The characteristics of graph centrality are analyzed and discussed. The basic centrality criteria are defined. The multi-objective assessment of graph nodes is proposed. The appropriate mathematical support and software have been developed within the framework of conducted research. The experimental research of the formulated criteria efficiency has been carried out as well.

Keywords: centrality, hierarchical networks, characteristics of centrality, centrality criteria, multi-objective assessment.

Author Biographies

Dmytro Lande, Institute of problems of information registration of National academy of science of Ukraine, Kyiv,

doctor of technical science,
senior researcher, head of
the specialized modeling
tools department

Olga Sulema, National technical university of Ukraine «Kyiv polytechnic institute», Kyiv,

master program student

References

Haivoronskyi, M. V., Novikov, O. M. (2009), Bezpeka informatsiino-komunikatsiinykh system [Safety information and communication systems], BHV Publ., Kyiv, 608 p.

Bellman, R. (1958), On a Routing Problem, Quarterly of Applied Mathematics, Vol. 16, No. 1., pp. 87-90.

Levitin, A. V. (2006), Algoritmy : vvedenie v razrabotku i analiz [Introduction to the design & analysis of algorithms], Viliams Publ., Moskow, pp. 345-353.

Kharari, F. (2003), Teoriia grafov [Graph theory], Editorial URSS Publ., Moskow, pp. 51-53.

Ziabirov, E. V., Tokarev, S. P., Fedoseeva, L. I. (2011), Metody opredeleniia kratchaishego puti mezhdu vershinami grafa [Methods for determining the shortest path between the vertices of the graph], Uspekhi sovremennogo estestvoznaniia, No. 7, pp. 113-114.

Luke, S. (2009), Essentials of Metaheuristics. A Set of Undergraduate Lecture Notes. Zeroth, Edition. Online Version 0.5, pp. 1-4.

Published

2015-12-31

How to Cite

Lande, D., & Sulema, O. (2015). Comparative evaluation of centrality criterion in a hierarchical network. Information Technology and Security, 3(2), 80–87. https://doi.org/10.20535/2411-1031.2015.3.2.60878

Issue

Section

INFORMATION TECHNOLOGY