The Use of Artificial Intelligence Methods in the Intelligent Decision Support System

Authors

  • Viktor Chelkovan National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute,”

DOI:

https://doi.org/10.18372/1990-5548.79.18437

Keywords:

intelligent decision support system, artificial intelligence, decision tree, operations research

Abstract

The article is devoted to the study of the use of artificial intelligence methods in decision-making support systems, particularly in military affairs. Examples of the application of artificial intelligence methods, such as expert systems and machine learning, which can be used to optimize management and strategic decisions in military operations, are considered. Special attention is paid to the use of decision trees in military scenarios as a tool for modeling possible options for the development of events and making optimal decisions. Decision trees allow a decision support system to analyze possible courses of action based on different conditions and circumstances. The results of the study emphasize the importance of using artificial intelligence to improve the efficiency and quality of decision-making in military affairs.

Author Biography

Viktor Chelkovan , National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute,”

Post-graduate student

Educational and scientific Institute Applied System Analysis

References

Iu. P. Zaichenko, Operations research, Kyiv: Vyshcha shkola, 1988, 552 p. [in Ukrainian]

A. Kofman and A. Anry-Laborder, Operations research methods and models, Moscow: Myr, 1977, 432 p. [in Russian]

Y. N. Liashenko, E. A. Karahodova, N. V. Chernykova, and N. Z. Shor, Linear and nonlinear programming, Kyiv: Vyshcha shkola, 1975, 372 p. [in Ukrainian]

Zh.-L. Lorer, Artificial intelligence systems, Moscow: Myr, 1991, 568 p. [in Russian]

Artificial Intelligence: Reference book: in 3 volumes, Moscow: Radyo y sviaz, 1990. [in Russian]

M. M. Hlybovets and O. V. Oletskyi, Artificial intelligence, Kyiv: “KM Academy” Publishing House, 2002. [in Ukrainian]

D. A. Pospelov, Situational management: Theory and practice, Moscow: Nauka, 1986, 288 p. [in Russian]

D. A. Pospelov, Fantasy or science: towards artificial intelligence, Moscow: Nauka, 1982, 224 p. [in Russian]

Elnaz Irannezhad, Carlo G. Prato, and Mark Hickman, “An intelligent decision support system prototype for hinterland port logistics,” vol. 130, 2020, https://doi.org/10.1016/j.dss.2019.113227

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Published

2024-03-29

Issue

Section

COMPUTER SCIENCES AND INFORMATION TECHNOLOGIES