Resolving controversial situations using a hybrid decision-making method based on neuro-fuzzy mathematical apparatus

Shahbazova S. N.

7th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2023, İstanbul, Turkey, 23 - 25 November 2023 identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/isas60782.2023.10391362
  • City: İstanbul
  • Country: Turkey
  • Keywords: controversial situations, decision-making method, hybrid system, Intelligent systems, training the neural network
  • Azerbaijan State University of Economics (UNEC) Affiliated: Yes

Abstract

In this paper considers the mechanism of decision-making in the event of controversial situations. The definition of a situation is the presence of several dictionary concepts claiming to be a marker of a recognizable object. The parameters and algorithm for the functioning of the hybrid system are also experimental factors that give satisfactory results in terms of the quality of decisions made, and will be improved with the development of the system. With the help of the decision-making method used, with equal chances of choosing 1 object of information from 3 options of dictionary concepts, it improves the quality of the decision made.