Open AccessApplication of fuzzy modeling in the evaluation of crisis state of enterprises
Author(s) -
Maria Belousova,
А. А. Дашков
Publication year - 2019
Publication title -
vestnik universiteta
Language(s) - English
Resource type - Journals
eISSN - 2686-8415
pISSN - 1816-4277
DOI - 10.26425/1816-4277-2019-3-66-71
Subject(s) - bankruptcy , fuzzy logic , computer science , matlab , state (computer science) , variable (mathematics) , base (topology) , inference , state variable , fuzzy inference system , adaptive neuro fuzzy inference system , software , econometrics , artificial intelligence , fuzzy control system , business , mathematics , finance , algorithm , programming language , mathematical analysis , physics , thermodynamics
The features of the proposed fuzzy model for assessing the crisis state of enterprises have been disclosed. The MATLAB software environment has been selected as the environment for building a fuzzy output system. In the model of a fuzzy assessment of the crisis state of enterprises, the following input linguistic variables have been highlighted: the relative level of financial status, the probability of bankruptcy, the level of information security, the level of innovation potential. The terms of the input variables and the result variable have been described. The rule base for fuzzy inference system has been formulated. The results of modeling the assessment of the crisis state of enterprises have been represented by a fuzzy inference procedure.