METHOD OF MODELING MULTI-AGENT INTERACTIONS IN COMPLEX TECHNOLOGICAL PROCESSES

This work is devoted to the study of the organizational system of technological processes, including the identification of typical agents, their target functions and strategies for interacting with each other during the functioning of the system. Within the framework of this study, it is proposed to consider the system of technological processes as a complex organizational system of an interdisciplinary nature with its corresponding features, including a multiplicity of target functions, internal uncertainty, distributed management and limited rationality of social elements. The aim of the work is to develop a method for modeling multi-agent interactions in complex technological processes. In the course of the work, the description of typical agents of the technological process system, their tasks and target functions are given. The result of the work is an ontological model of the organizational system of technological processes, as well as a method for modeling multi-agent interactions in complex technological processes based on it. As part of the approbation of the proposed method, a model of the technological process system in the oil and gas industry is developed. At the next stages of the study, it is planned to develop and programmatically implement algorithms for optimizing technological processes based on a multi-agent approach based on hybrid modeling of technological process systems as a set of processes modeled using simulation modeling and an organizational system of intelligent agents managing processes using a multi-agent approach.