Application of fuzzy modeling in the evaluation of crisis state of enterprises
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 in...
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Publishing House of the State University of Management
2019
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oai:doaj.org-article:0b9be41cca2245338646ec036e9ac9ae2021-12-03T07:43:28ZApplication of fuzzy modeling in the evaluation of crisis state of enterprises1816-42772686-841510.26425/1816-4277-2019-3-66-71https://doaj.org/article/0b9be41cca2245338646ec036e9ac9ae2019-04-01T00:00:00Zhttps://vestnik.guu.ru/jour/article/view/1335https://doaj.org/toc/1816-4277https://doaj.org/toc/2686-8415The 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.M. N. BelousovaA. A. DashkovPublishing House of the State University of Managementarticlecrisis managemententerprisefuzzy logicterm setsmamdani algorithmSociology (General)HM401-1281Economics as a scienceHB71-74RUВестник университета, Vol 0, Iss 3, Pp 66-71 (2019) |
| institution |
DOAJ |
| collection |
DOAJ |
| language |
RU |
| topic |
crisis management enterprise fuzzy logic term sets mamdani algorithm Sociology (General) HM401-1281 Economics as a science HB71-74 |
| spellingShingle |
crisis management enterprise fuzzy logic term sets mamdani algorithm Sociology (General) HM401-1281 Economics as a science HB71-74 M. N. Belousova A. A. Dashkov Application of fuzzy modeling in the evaluation of crisis state of enterprises |
| description |
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. |
| format |
article |
| author |
M. N. Belousova A. A. Dashkov |
| author_facet |
M. N. Belousova A. A. Dashkov |
| author_sort |
M. N. Belousova |
| title |
Application of fuzzy modeling in the evaluation of crisis state of enterprises |
| title_short |
Application of fuzzy modeling in the evaluation of crisis state of enterprises |
| title_full |
Application of fuzzy modeling in the evaluation of crisis state of enterprises |
| title_fullStr |
Application of fuzzy modeling in the evaluation of crisis state of enterprises |
| title_full_unstemmed |
Application of fuzzy modeling in the evaluation of crisis state of enterprises |
| title_sort |
application of fuzzy modeling in the evaluation of crisis state of enterprises |
| publisher |
Publishing House of the State University of Management |
| publishDate |
2019 |
| url |
https://doaj.org/article/0b9be41cca2245338646ec036e9ac9ae |
| work_keys_str_mv |
AT mnbelousova applicationoffuzzymodelingintheevaluationofcrisisstateofenterprises AT aadashkov applicationoffuzzymodelingintheevaluationofcrisisstateofenterprises |
| _version_ |
1718373551930605568 |