Fuzzy-neuro system for decision-making in management
This paper introduces a systematic approach for intelligent decision support system design based on a class of neural fuzzy networks built upon a general neuron model. The neural fuzzy networks can formally represent and process both the qualitative (linguistic) and quantitative information, which u...
| Main Author: | |
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| Format: | Article |
| Language: | Ukrainian |
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Igor Sikorsky Kyiv Polytechnic Institute
2019-08-01
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| Series: | Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| Online Access: | http://journal.iasa.kpi.ua/article/view/175326 |
| _version_ | 1828107570048401408 |
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| author | G. Setlak |
| author_facet | G. Setlak |
| author_sort | G. Setlak |
| collection | DOAJ |
| description | This paper introduces a systematic approach for intelligent decision support system design based on a class of neural fuzzy networks built upon a general neuron model. The neural fuzzy networks can formally represent and process both the qualitative (linguistic) and quantitative information, which usually describe a complex, multidimensional systems or decision making processes. Presented the results of tests and a practical implementation of applications of fuzzy-neuro system for decision-making in strategic management and determination of product development strategy. |
| first_indexed | 2024-04-11T10:33:13Z |
| format | Article |
| id | doaj.art-1300e3fec6f647a8ae8825565ab5a1ab |
| institution | Directory Open Access Journal |
| issn | 1681-6048 2308-8893 |
| language | Ukrainian |
| last_indexed | 2024-04-11T10:33:13Z |
| publishDate | 2019-08-01 |
| publisher | Igor Sikorsky Kyiv Polytechnic Institute |
| record_format | Article |
| series | Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| spelling | doaj.art-1300e3fec6f647a8ae8825565ab5a1ab2022-12-22T04:29:23ZukrIgor Sikorsky Kyiv Polytechnic InstituteSistemnì Doslìdženâ ta Informacìjnì Tehnologìï1681-60482308-88932019-08-011Fuzzy-neuro system for decision-making in managementG. SetlakThis paper introduces a systematic approach for intelligent decision support system design based on a class of neural fuzzy networks built upon a general neuron model. The neural fuzzy networks can formally represent and process both the qualitative (linguistic) and quantitative information, which usually describe a complex, multidimensional systems or decision making processes. Presented the results of tests and a practical implementation of applications of fuzzy-neuro system for decision-making in strategic management and determination of product development strategy.http://journal.iasa.kpi.ua/article/view/175326 |
| spellingShingle | G. Setlak Fuzzy-neuro system for decision-making in management Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï |
| title | Fuzzy-neuro system for decision-making in management |
| title_full | Fuzzy-neuro system for decision-making in management |
| title_fullStr | Fuzzy-neuro system for decision-making in management |
| title_full_unstemmed | Fuzzy-neuro system for decision-making in management |
| title_short | Fuzzy-neuro system for decision-making in management |
| title_sort | fuzzy neuro system for decision making in management |
| url | http://journal.iasa.kpi.ua/article/view/175326 |
| work_keys_str_mv | AT gsetlak fuzzyneurosystemfordecisionmakinginmanagement |