UDC 004.4, 004.822, 004.827
MODELING OF MANAGEMENT PROCESSES IN ORGANIZATIONAL SYSTEMS BASED ON FUZZY COGNITIVE MAPS THEORY
A. V. Kroshilin, Dr. Sc. (Tech.), full professor, RSREU, Ryazan, Russia;
orcid.org/0009-0007-0044-6570, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
S. V. Kroshilina, Ph.D. (Tech.), professor, RSREU, Ryazan, Russia;
orcid.org/0009-0009-0067-1115, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
G. V. Ovechkin, Dr. Sc. (Tech.), professor, RSREU, Ryazan, Russia;
orcid.org/0000-0001-6887-2217, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
O. D. Samorukova, post-graduate student, RSREU, Ryazan, Russia;
orcid.org/0009-0005-7168-9989, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it..
The analysis of enterprise activities in modern market conditions is the scientific basis for substantiating managerial decision-making in business processes. At the same time, the problem of automating the analysis of enterprise activities, which allows accurate assessing the uncertainty of the situation using modern re search methods becomes relevant. The solution to this problem can be found in the development of a meth odology to design decision support systems for analyzing organizational system functioning. The aim of the work is to consider the features of developing fuzzy cognitive maps to model manage ment processes in organizational systems. The authors propose an approach to construct universal mental map that allows simultaneous accounting the influence of changes values in concepts and the values of their states, while taking into account the nonlinear nature of the influence of changes in concepts, as well as sim ultaneous accounting of concepts of different signs on each other, which makes it possible to significantly reduce the dimension of management model. A dynamic management model has been developed for a fuzzy cognitive map, which allows modeling and analyzing the behavior of organizational systems describing various subject areas, taking into account the nonlinear nature of the influence between concepts.
Key words: : modeling of management processes, organizational systems, decision support system, fuzzy logic, fuzzy cognitive maps.