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 tradeoff 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.

Keywords:Multi-criteria problems; Formalization; Decision-making; Artificial intelligence; Constraints; Trade-off scheme; Neural networks