Vector Problems of Artificial Intelligence

A model of multi-criteria optimization has been obtained, which allows the object to realize all the goals set in the entire range of possible situations without the direct participation of a person. A systematic approach to the problem of vector optimization made it possible to combine models of individual trade-off schemes into a single integral structure that adapts to the situation of making a multi-criteria decision. The advantage of the concept of a non-linear trade-off scheme is the possibility of making a multi-criteria decision formally, which is a hallmark of artificial intelligence. The apparatus of the nonlinear trade-off scheme, developed as a formalized tool for studying systems with conflicting criteria, allows the artificial intelligence system to practically solve multi-criteria problems of a wide class.

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Publication Details

Journal
Information Theories and Applications
Published
2025-08-08
DOI
https://doi.org/10.54521/ijita32-03-p03
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Vector Problems of Artificial Intelligence

Аліна Савченко, Albert Voronin
Information Theories and Applications
Advanced Data Processing Techniques
article

Vector Problems of Artificial Intelligence

Аліна Савченко, Albert Voronin
article en

Abstract

A model of multi-criteria optimization has been obtained, which allows the object to realize all the goals set in the entire range of possible situations without the direct participation of a person. A systematic approach to the problem of vector optimization made it possible to combine models of individual trade-off schemes into a single integral structure that adapts to the situation of making a multi-criteria decision. The advantage of the concept of a non-linear trade-off scheme is the possibility of making a multi-criteria decision formally, which is a hallmark of artificial intelligence. The apparatus of the nonlinear trade-off scheme, developed as a formalized tool for studying systems with conflicting criteria, allows the artificial intelligence system to practically solve multi-criteria problems of a wide class.

Information Theories and ApplicationsVol. 32(3)
National University "Kyiv Aviation Institute" (UA)
Openalex Percentile: Top 76%
Advanced Data Processing Techniques
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