Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations
This article describes a method for assessing hotel management using Pythagorean Fuzzy Numbers inside a Multi-attribute Decision-Making framework. It offers a grey relational analysis projection to deal with scenarios in which attribute values fluctuate within the Pythagorean Fuzzy Set range and att...
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| Format: | Article |
| Language: | en |
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Regional Association for Security and crisis management
2024
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| Online Access: | http://eprints.utem.edu.my/id/eprint/29656/2/00896311220241117461569.pdf http://eprints.utem.edu.my/id/eprint/29656/ https://dmame-journal.org/index.php/dmame/article/view/1204/248 https://doi.org/10.31181/dmame7220241204 |
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| author | Olanrewaju, Oludolapo Akanni Rasool, Ehtisham Kausar, Nasreen Syed Ahmad, Sharifah Sakinah Aydin, Nezir |
| author_facet | Olanrewaju, Oludolapo Akanni Rasool, Ehtisham Kausar, Nasreen Syed Ahmad, Sharifah Sakinah Aydin, Nezir |
| author_sort | Olanrewaju, Oludolapo Akanni |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This article describes a method for assessing hotel management using Pythagorean Fuzzy Numbers inside a Multi-attribute Decision-Making framework. It offers a grey relational analysis projection to deal with scenarios in which attribute values fluctuate within the Pythagorean Fuzzy Set range and attribute weights are unknown. The study developed numerous operational rules and computed the anticipated value and the Hamming distance between two Pythagorean Fuzzy Sets. The information entropy method was then utilized to calculate attribute weights, creating the Grey Relational Analysis and Grey Relational Projection methodologies. Alternatives were rated based on their proximity to the Positive Ideal Target using Grey Relational Projection values from both positive and negative ideal solutions for each alternative. The validity of this model was verified through a case study on hotel management evaluation, demonstrating its practicality and effectiveness, and Comparative Analysis involving the adjustment of criteria weight coefficients. |
| format | Article |
| id | my.utem.eprints-29656 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2024 |
| publisher | Regional Association for Security and crisis management |
| record_format | eprints |
| spelling | my.utem.eprints-296562026-04-13T08:05:54Z http://eprints.utem.edu.my/id/eprint/29656/ Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations Olanrewaju, Oludolapo Akanni Rasool, Ehtisham Kausar, Nasreen Syed Ahmad, Sharifah Sakinah Aydin, Nezir This article describes a method for assessing hotel management using Pythagorean Fuzzy Numbers inside a Multi-attribute Decision-Making framework. It offers a grey relational analysis projection to deal with scenarios in which attribute values fluctuate within the Pythagorean Fuzzy Set range and attribute weights are unknown. The study developed numerous operational rules and computed the anticipated value and the Hamming distance between two Pythagorean Fuzzy Sets. The information entropy method was then utilized to calculate attribute weights, creating the Grey Relational Analysis and Grey Relational Projection methodologies. Alternatives were rated based on their proximity to the Positive Ideal Target using Grey Relational Projection values from both positive and negative ideal solutions for each alternative. The validity of this model was verified through a case study on hotel management evaluation, demonstrating its practicality and effectiveness, and Comparative Analysis involving the adjustment of criteria weight coefficients. Regional Association for Security and crisis management 2024 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/29656/2/00896311220241117461569.pdf Olanrewaju, Oludolapo Akanni and Rasool, Ehtisham and Kausar, Nasreen and Syed Ahmad, Sharifah Sakinah and Aydin, Nezir (2024) Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations. Decision Making: Applications in Management and Engineering, 7 (2). pp. 559-571. ISSN 2560-6018 https://dmame-journal.org/index.php/dmame/article/view/1204/248 https://doi.org/10.31181/dmame7220241204 |
| spellingShingle | Olanrewaju, Oludolapo Akanni Rasool, Ehtisham Kausar, Nasreen Syed Ahmad, Sharifah Sakinah Aydin, Nezir Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| title | Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| title_full | Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| title_fullStr | Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| title_full_unstemmed | Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| title_short | Multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| title_sort | multi-attribute decision-making based on pythagorean fuzzy numbers and its application in hotel evaluations |
| url | http://eprints.utem.edu.my/id/eprint/29656/2/00896311220241117461569.pdf http://eprints.utem.edu.my/id/eprint/29656/ https://dmame-journal.org/index.php/dmame/article/view/1204/248 https://doi.org/10.31181/dmame7220241204 |
| url_provider | http://eprints.utem.edu.my/ |