INTERACTION PATTERNS FOR INTEGRATION OF INTELLIGENT MODELS FOR MODELING AND MANAGING RISKS IN COMPLEX ORGANIZATIONAL AND TECHNICAL SYSTEMS

UDC 004.048

Authors

Senkov Aleksey V.
Moscow Power Engineering Institute, Smolensk branch, Smolensk, Russia

Abstract

Hybridization of intelligent models is a widespread practice today. Intelligent models are combined into ensembles, built into one another, replace each other's elements, etc. The issue of hybridization of intelligent models is often considered in relation to specific problems posed to such models. However, often, the authors of hybrid models overlook issues related to the organization of the interaction of hybridized models with each other and the interaction within such models. In this article, the issue of interaction of intelligent models is considered in relation to the problem of modeling and risk management in complex organizational and technical systems. The types of messages, the exchange of which is necessary for organizing the interaction of intelligent models, are proposed, their structure is considered, and patterns for the interaction of intelligent models are proposed, their advantages and disadvantages are discussed

Keywords

Hybrid intelligent model, Intelligent platform, Interaction pattern