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.
Authors
- Аліна Савченко (ORCID: https://orcid.org/0000-0001-8205-8852)
- Albert Voronin
Institutions
- National University "Kyiv Aviation Institute" (UA)
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