Combined approach to the complex objects control and stability analysis of management decisions. (1st April 2020)

• Record Type: Journal Article
• Authors: Ivanov, Dmitry; Sokolov, Boris; Serova, Elena; Yusupov, Rafael
• Is Part Of: International journal of risk assessment and management. Volume 23:Number 1(2020)
• Page Start: 106
• Page End: 118
• Publication Date: 2020-04-01
• Subjects: stability analysis -- risk management -- management decision -- combined approach -- complex objects -- coordination of models -- simulation systems -- fuzzy logic -- neural networks -- hybrid modelling -- ANFIS method; Risk assessment -- Periodicals; Risk management -- Periodicals; 361.1
• Languages: English
• ISSNs: 1466-8297

Abstract

The main problems and features of combined approach to the complex objects control and management stability analysis are investigated in the paper. Analytical-simulation scenarios and scenarios of intelligent models and systems execution for complex objects control and management stability analysis are given. The paper describes a particular group of models and modelling systems - hybrid intelligent models and systems that allow in conditions of uncertainty, incomplete initial data and complex interdependence between elements of complex objects to evaluate the implications of realization of various scenarios and risk evaluation. The investigations have shown successful possibility of risks evaluation by the combined implementation of the analytical-simulation models and algorithms, and ANFIS method - the method of hybrid neural-fuzzy modelling.