Model for describing mivar networks in the format of bipartite and tripartite oriented graphs for decision-making and information processing in machine-building AI

Abstract

Nowadays, there is a strong trend towards the creation of autonomous systems. For their development, it is required to make decision-making systems, which in this article are proposed to be implemented using mivar technologies of logical artificial intelligence. The paper considers the problem of choosing a specific implementation of the mivar approach using the example of bipartite and threadbare oriented graphs of mivar networks. Purpose – to give an example of activation of parameters and rules when solving the problem of route planning in a two-dimensional logical space. To consider the features of the subject area of automated process control systems and analyze three-sided graphs for decision-making and information processing in mechanical engineering. New ways of developing mivar networks based on three-sided and multi-sided graphs are considered for the implementation of the rules for choosing the type "if ..., then ..., else ...", in which some parameters can be filled in when the condition is met, and others when the condition is not met. The approach described in the paper to the creation of decision-making systems based on mivar technologies allows to achieve a higher degree of autonomy in order to further replace the role of a human operator in automated process control systems in production.