Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï (Aug 2022)

Intelligent decision support systems in the development of megalopolis infrastructure

  • Oleksandr Trofymchuk,
  • Aleksandr Stenin,
  • Maria Soldatova,
  • Irina Drozdovich

DOI
https://doi.org/10.20535/SRIT.2308-8893.2022.2.04
Journal volume & issue
no. 2
pp. 61 – 74

Abstract

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From the point of view of the management theory, a megapolis is a complex non-stationary spatial system. The problem of making innovative decisions on the development of their infrastructure is caused by the presence of a large amount of information, its uncertainty and inconsistency. This article discusses the principles of building intelligent decision support systems of a situational type for the innovative development of the infrastructure of megacities. Solutions are formed by logico-analytical processing of data on the situation in general and special cases of situations for the considered subject of the megalopolis infrastructure. For the practical implementation of the decision-making mechanism, the article proposes a linguistic-numerical method for determining the potentially best alternative and a fuzzy situational algorithm for managing the subjects of the megalopolis infrastructure, based on the structural generality of the situations of a fuzzy situational network. The obtained results were tested on two real infrastructure subjects of Kyiv.

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