Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL
Nowadays the multi-criteria decision making is very complicated due to uncertainty, vagueness, limited sources, knowledge and time. The Decision-making Trial and Evaluation Laboratory (DEMATEL) method is a widely used multi-criteria decision-making method to analyze the structure of a complex system...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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University in Belgrade
2021-05-01
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| Series: | Serbian Journal of Management |
| Subjects: | |
| Online Access: | https://aseestant.ceon.rs/index.php/sjm/article/view/30160/17799 |
| _version_ | 1818743492499734528 |
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| author | Tjaša Šmidovnik Petra Grošel |
| author_facet | Tjaša Šmidovnik Petra Grošel |
| author_sort | Tjaša Šmidovnik |
| collection | DOAJ |
| description | Nowadays the multi-criteria decision making is very complicated due to uncertainty, vagueness, limited sources, knowledge and time. The Decision-making Trial and Evaluation Laboratory (DEMATEL) method is a widely used multi-criteria decision-making method to analyze the structure of a complex system. It is useful in analysing the cause and effect relationships between the components of the system. Fuzzy sets can be used to include uncertainty in multi-criteria decision making. Linguistic assessments of decision makers can be translated into fuzzy numbers. In this study, fuzzy numbers, intuitionistic fuzzy numbers and neutrosophic fuzzy numbers were used for the decision makers evaluations in the DEMATEL method. The aim of this study was to evaluate how different types of fuzzy numbers affect the final results. An application of risk in construction projects was selected from the literature, where seven experts used a linguistic scale to evaluate different criteria. The results showed that there are only slight differences between the weights of the criteria with regard to the type of fuzzy numbers. |
| first_indexed | 2024-12-18T02:29:16Z |
| format | Article |
| id | doaj.art-59b99a1b3763440b863685c6dd9a7ef1 |
| institution | Directory Open Access Journal |
| issn | 1452-4864 2217-7159 |
| language | English |
| last_indexed | 2024-12-18T02:29:16Z |
| publishDate | 2021-05-01 |
| publisher | University in Belgrade |
| record_format | Article |
| series | Serbian Journal of Management |
| spelling | doaj.art-59b99a1b3763440b863685c6dd9a7ef12022-12-21T21:23:56ZengUniversity in BelgradeSerbian Journal of Management1452-48642217-71592021-05-011614959doi.org/10.5937/sjm16-30160Inclusion of uncertainty with different types of fuzzy numbers into DEMATELTjaša Šmidovnik0Petra Grošel1University of Ljubljana, Biotechnical Faculty, Jamnikarjeva ulica 101, 1000 Ljubljana, SloveniaUniversity of Ljubljana, Biotechnical Faculty, Jamnikarjeva ulica 101, 1000 Ljubljana, SloveniaNowadays the multi-criteria decision making is very complicated due to uncertainty, vagueness, limited sources, knowledge and time. The Decision-making Trial and Evaluation Laboratory (DEMATEL) method is a widely used multi-criteria decision-making method to analyze the structure of a complex system. It is useful in analysing the cause and effect relationships between the components of the system. Fuzzy sets can be used to include uncertainty in multi-criteria decision making. Linguistic assessments of decision makers can be translated into fuzzy numbers. In this study, fuzzy numbers, intuitionistic fuzzy numbers and neutrosophic fuzzy numbers were used for the decision makers evaluations in the DEMATEL method. The aim of this study was to evaluate how different types of fuzzy numbers affect the final results. An application of risk in construction projects was selected from the literature, where seven experts used a linguistic scale to evaluate different criteria. The results showed that there are only slight differences between the weights of the criteria with regard to the type of fuzzy numbers.https://aseestant.ceon.rs/index.php/sjm/article/view/30160/17799dematelfuzzy setsintuitionistic fuzzy setsneutrosophic fuzzy sets |
| spellingShingle | Tjaša Šmidovnik Petra Grošel Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL Serbian Journal of Management dematel fuzzy sets intuitionistic fuzzy sets neutrosophic fuzzy sets |
| title | Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL |
| title_full | Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL |
| title_fullStr | Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL |
| title_full_unstemmed | Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL |
| title_short | Inclusion of uncertainty with different types of fuzzy numbers into DEMATEL |
| title_sort | inclusion of uncertainty with different types of fuzzy numbers into dematel |
| topic | dematel fuzzy sets intuitionistic fuzzy sets neutrosophic fuzzy sets |
| url | https://aseestant.ceon.rs/index.php/sjm/article/view/30160/17799 |
| work_keys_str_mv | AT tjasasmidovnik inclusionofuncertaintywithdifferenttypesoffuzzynumbersintodematel AT petragrosel inclusionofuncertaintywithdifferenttypesoffuzzynumbersintodematel |