Project Quality Assessment Based on Fuzzy Nodeling
Methods for decision making as semi-structured goals which based on creation of linguistic model are considered in this article. Pattern of fuzzy model system is presented. Creation fuzzy model for project quality with substantive interpretation for input (projector experience, universality, project...
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| Format: | Article |
| Language: | Russian |
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Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center
2019-08-01
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| Series: | Цифровая трансформация |
| Subjects: | |
| Online Access: | https://dt.bsuir.by/jour/article/view/168 |
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| author | E. N. Zhivitskaya T. A. Safronova |
| author_facet | E. N. Zhivitskaya T. A. Safronova |
| author_sort | E. N. Zhivitskaya |
| collection | DOAJ |
| description | Methods for decision making as semi-structured goals which based on creation of linguistic model are considered in this article. Pattern of fuzzy model system is presented. Creation fuzzy model for project quality with substantive interpretation for input (projector experience, universality, projector error bar, project complexity, quality of basic data, engineering time) and output (project error) variables is reported in main body. Rule blokes are indicated to estimate output variable. The first rule bloke – projector rating- consists of 36 fuzzy rules that help taking into account quality of projector’s work. The second rule bloke consists of 81 fuzzy rules. Fuzzy model and surfaces of fuzzy inference are created in fuzzyTECH 5.54d. In the capacity of defuzzification method is used method of the best compromise. Obtained results point at capital saving due to inventory decrease on basis of analysis of project quality. |
| format | Article |
| id | doaj-art-c18f7a6b12f04a33b2185ca7e83ab03b |
| institution | Kabale University |
| issn | 2522-9613 2524-2822 |
| language | Russian |
| publishDate | 2019-08-01 |
| publisher | Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center |
| record_format | Article |
| series | Цифровая трансформация |
| spelling | doaj-art-c18f7a6b12f04a33b2185ca7e83ab03b2025-02-03T05:39:02ZrusMinistry of Education of the Republic of Belarus, Establishment The Main Information and Analytical CenterЦифровая трансформация2522-96132524-28222019-08-010251210.38086/2522-9613-2019-2-5-1289Project Quality Assessment Based on Fuzzy NodelingE. N. Zhivitskaya0T. A. Safronova1Belarusian State University of Informatics and RadioelectronicsBelarusian State University of Informatics and RadioelectronicsMethods for decision making as semi-structured goals which based on creation of linguistic model are considered in this article. Pattern of fuzzy model system is presented. Creation fuzzy model for project quality with substantive interpretation for input (projector experience, universality, projector error bar, project complexity, quality of basic data, engineering time) and output (project error) variables is reported in main body. Rule blokes are indicated to estimate output variable. The first rule bloke – projector rating- consists of 36 fuzzy rules that help taking into account quality of projector’s work. The second rule bloke consists of 81 fuzzy rules. Fuzzy model and surfaces of fuzzy inference are created in fuzzyTECH 5.54d. In the capacity of defuzzification method is used method of the best compromise. Obtained results point at capital saving due to inventory decrease on basis of analysis of project quality.https://dt.bsuir.by/jour/article/view/168support methods for decision makinguncertaintyfuzzy logiclinguistic variableterm-setsrule basefuzzificationdefuzzification |
| spellingShingle | E. N. Zhivitskaya T. A. Safronova Project Quality Assessment Based on Fuzzy Nodeling Цифровая трансформация support methods for decision making uncertainty fuzzy logic linguistic variable term-sets rule base fuzzification defuzzification |
| title | Project Quality Assessment Based on Fuzzy Nodeling |
| title_full | Project Quality Assessment Based on Fuzzy Nodeling |
| title_fullStr | Project Quality Assessment Based on Fuzzy Nodeling |
| title_full_unstemmed | Project Quality Assessment Based on Fuzzy Nodeling |
| title_short | Project Quality Assessment Based on Fuzzy Nodeling |
| title_sort | project quality assessment based on fuzzy nodeling |
| topic | support methods for decision making uncertainty fuzzy logic linguistic variable term-sets rule base fuzzification defuzzification |
| url | https://dt.bsuir.by/jour/article/view/168 |
| work_keys_str_mv | AT enzhivitskaya projectqualityassessmentbasedonfuzzynodeling AT tasafronova projectqualityassessmentbasedonfuzzynodeling |