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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Publishing House of the State University of Management
2019-04-01
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| Series: | Вестник университета |
| Subjects: | |
| Online Access: | https://vestnik.guu.ru/jour/article/view/1335 |
| _version_ | 1797243969799716864 |
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| author | M. N. Belousova A. A. Dashkov |
| author_facet | M. N. Belousova A. A. Dashkov |
| author_sort | M. N. Belousova |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-08T04:21:58Z |
| format | Article |
| id | doaj.art-0b9be41cca2245338646ec036e9ac9ae |
| institution | Directory Open Access Journal |
| issn | 1816-4277 2686-8415 |
| language | English |
| last_indexed | 2024-04-24T19:03:34Z |
| publishDate | 2019-04-01 |
| publisher | Publishing House of the State University of Management |
| record_format | Article |
| series | Вестник университета |
| spelling | doaj.art-0b9be41cca2245338646ec036e9ac9ae2024-03-26T14:22:58ZengPublishing House of the State University of ManagementВестник университета1816-42772686-84152019-04-0103667110.26425/1816-4277-2019-3-66-711312Application of fuzzy modeling in the evaluation of crisis state of enterprisesM. N. Belousova0A. A. Dashkov1State University of ManagementState University of ManagementThe 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.https://vestnik.guu.ru/jour/article/view/1335crisis managemententerprisefuzzy logicterm setsmamdani algorithm |
| spellingShingle | M. N. Belousova A. A. Dashkov Application of fuzzy modeling in the evaluation of crisis state of enterprises Вестник университета crisis management enterprise fuzzy logic term sets mamdani algorithm |
| title | 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_short | 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 |
| topic | crisis management enterprise fuzzy logic term sets mamdani algorithm |
| url | https://vestnik.guu.ru/jour/article/view/1335 |
| work_keys_str_mv | AT mnbelousova applicationoffuzzymodelingintheevaluationofcrisisstateofenterprises AT aadashkov applicationoffuzzymodelingintheevaluationofcrisisstateofenterprises |