An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application
Purpose: This study aims to tackle the challenging facility location selection problem in Multiple Criteria Decision Making (MCDM) scenarios, explicitly focusing on type-1 fuzzy MCDM issues. The research introduces Interval Valued Fuzzy Numbers (IVFNs) to express ratings, addressing the difficulty i...
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| Format: | Article |
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Ayandegan Institute of Higher Education, Tonekabon,
2023-11-01
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| Series: | تصمیم گیری و تحقیق در عملیات |
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| Online Access: | https://www.journal-dmor.ir/article_168094_5a746e80772e162c1df45d5ab30abce4.pdf |
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| author | Mahin Ashouri Abdollah Hadi-Vencheh Ali Jamshidi |
| author_facet | Mahin Ashouri Abdollah Hadi-Vencheh Ali Jamshidi |
| author_sort | Mahin Ashouri |
| collection | DOAJ |
| description | Purpose: This study aims to tackle the challenging facility location selection problem in Multiple Criteria Decision Making (MCDM) scenarios, explicitly focusing on type-1 fuzzy MCDM issues. The research introduces Interval Valued Fuzzy Numbers (IVFNs) to express ratings, addressing the difficulty in determining precise membership degrees for fuzzy sets.Methodology: The proposed IVF-COPRAS method, centered on uncertainty risk reduction, is employed to enhance decision-making reliability in IVF decision problems. This methodology is applied to a real-world case involving the selection of a location for municipal wet waste landfill pits in a major Iranian city. Comparative analyses with other methods are conducted to assess the proposed approach.Findings: The study demonstrates the effectiveness of the IVF-COPRAS method in addressing facility location selection problems within MCDM. By utilizing IVFNs, the method successfully manages uncertainty, leading to more reliable decisions. Application to a practical scenario highlights the method's efficacy, and the comparative analysis provides insights into its performance relative to other methods.Originality/Value: This research contributes a novel approach with the IVF-COPRAS method for handling facility location selection challenges in MCDM. The reliance on IVFNs offers a unique perspective on uncertainty in decision-making, enhancing decision reliability. The real-world application emphasizes the method's practical significance, providing a valuable contribution to MCDM research and offering a methodological tool for similar decision-making problems across diverse domains. |
| format | Article |
| id | doaj-art-03b6caece90d47ef943ec5be1a8c3453 |
| institution | Kabale University |
| issn | 2538-5097 2676-6159 |
| language | fas |
| publishDate | 2023-11-01 |
| publisher | Ayandegan Institute of Higher Education, Tonekabon, |
| record_format | Article |
| series | تصمیم گیری و تحقیق در عملیات |
| spelling | doaj-art-03b6caece90d47ef943ec5be1a8c34532025-01-30T15:03:34ZfasAyandegan Institute of Higher Education, Tonekabon,تصمیم گیری و تحقیق در عملیات2538-50972676-61592023-11-018486187110.22105/dmor.2023.339388.1600168094An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an applicationMahin Ashouri0Abdollah Hadi-Vencheh1Ali Jamshidi2Department of Mathematics, Isfahan Branch (Khorasgan), Islamic Azad University, Isfahan, Iran.Department of Mathematics, Isfahan Branch (Khorasgan), Islamic Azad University, Isfahan, Iran.Department of Mathematics, Isfahan Branch (Khorasgan), Islamic Azad University, Isfahan, Iran.Purpose: This study aims to tackle the challenging facility location selection problem in Multiple Criteria Decision Making (MCDM) scenarios, explicitly focusing on type-1 fuzzy MCDM issues. The research introduces Interval Valued Fuzzy Numbers (IVFNs) to express ratings, addressing the difficulty in determining precise membership degrees for fuzzy sets.Methodology: The proposed IVF-COPRAS method, centered on uncertainty risk reduction, is employed to enhance decision-making reliability in IVF decision problems. This methodology is applied to a real-world case involving the selection of a location for municipal wet waste landfill pits in a major Iranian city. Comparative analyses with other methods are conducted to assess the proposed approach.Findings: The study demonstrates the effectiveness of the IVF-COPRAS method in addressing facility location selection problems within MCDM. By utilizing IVFNs, the method successfully manages uncertainty, leading to more reliable decisions. Application to a practical scenario highlights the method's efficacy, and the comparative analysis provides insights into its performance relative to other methods.Originality/Value: This research contributes a novel approach with the IVF-COPRAS method for handling facility location selection challenges in MCDM. The reliance on IVFNs offers a unique perspective on uncertainty in decision-making, enhancing decision reliability. The real-world application emphasizes the method's practical significance, providing a valuable contribution to MCDM research and offering a methodological tool for similar decision-making problems across diverse domains.https://www.journal-dmor.ir/article_168094_5a746e80772e162c1df45d5ab30abce4.pdfmultiple criteria decision makinginterval valued fuzzy setstype-1 fuzzy setscopras method |
| spellingShingle | Mahin Ashouri Abdollah Hadi-Vencheh Ali Jamshidi An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application تصمیم گیری و تحقیق در عملیات multiple criteria decision making interval valued fuzzy sets type-1 fuzzy sets copras method |
| title | An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application |
| title_full | An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application |
| title_fullStr | An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application |
| title_full_unstemmed | An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application |
| title_short | An interval valued fuzzy complex proportional assessment (IVF-COPRAS) method to solve MCDM problem with an application |
| title_sort | interval valued fuzzy complex proportional assessment ivf copras method to solve mcdm problem with an application |
| topic | multiple criteria decision making interval valued fuzzy sets type-1 fuzzy sets copras method |
| url | https://www.journal-dmor.ir/article_168094_5a746e80772e162c1df45d5ab30abce4.pdf |
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