An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM)
The determination of attribute weights in solving multi-attribute decision-making (MADM) problems is crucial and significantly impacts the results. Many researchers have highlighted the effectiveness of deriving attribute weights objectively based on the assessments provided by decision-makers for M...
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| Format: | Conference or Workshop Item |
| Language: | English English English |
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Springer Singapore
2024
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| Online Access: | http://umpir.ump.edu.my/id/eprint/42771/1/Springer%20Proceedings%20in%20Materials%20-%20Volume%2040.pdf http://umpir.ump.edu.my/id/eprint/42771/2/An%20integrated%20TOPSIS%20model%20with%20exponential%20intuitionistic%20entropy%20measure%20for%20multi-attribute%20decision-making%20%28MADM%29%20-%20INTRO.pdf http://umpir.ump.edu.my/id/eprint/42771/3/An%20integrated%20TOPSIS%20model%20with%20exponential%20intuitionistic%20entropy%20measure%20for%20multi-attribute%20decision-making%20%28MADM%29.pdf |
| _version_ | 1825815940813553664 |
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| author | Omar, Ayasrah Faiz, Mohd Turan Sheikh Muhammad Hafiz Fahami, Zaina |
| author_facet | Omar, Ayasrah Faiz, Mohd Turan Sheikh Muhammad Hafiz Fahami, Zaina |
| author_sort | Omar, Ayasrah |
| collection | UMP |
| description | The determination of attribute weights in solving multi-attribute decision-making (MADM) problems is crucial and significantly impacts the results. Many researchers have highlighted the effectiveness of deriving attribute weights objectively based on the assessments provided by decision-makers for MADM problems. One approach involves using entropy measures to determine weights based on the given ratings. This paper introduces a novel intuitionistic fuzzy entropy measure that takes the form of an exponential function. This new entropy measure is combined with the TOPSIS method to propose a new decision-making method for solving MADM problems. The proposed method does not require attribute weights, thereby eliminating the need for their determination. |
| first_indexed | 2024-12-09T02:30:39Z |
| format | Conference or Workshop Item |
| id | UMPir42771 |
| institution | Universiti Malaysia Pahang |
| language | English English English |
| last_indexed | 2024-12-09T02:30:39Z |
| publishDate | 2024 |
| publisher | Springer Singapore |
| record_format | dspace |
| spelling | UMPir427712024-10-08T06:36:06Z http://umpir.ump.edu.my/id/eprint/42771/ An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) Omar, Ayasrah Faiz, Mohd Turan Sheikh Muhammad Hafiz Fahami, Zaina TJ Mechanical engineering and machinery TS Manufactures The determination of attribute weights in solving multi-attribute decision-making (MADM) problems is crucial and significantly impacts the results. Many researchers have highlighted the effectiveness of deriving attribute weights objectively based on the assessments provided by decision-makers for MADM problems. One approach involves using entropy measures to determine weights based on the given ratings. This paper introduces a novel intuitionistic fuzzy entropy measure that takes the form of an exponential function. This new entropy measure is combined with the TOPSIS method to propose a new decision-making method for solving MADM problems. The proposed method does not require attribute weights, thereby eliminating the need for their determination. Springer Singapore 2024 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/42771/1/Springer%20Proceedings%20in%20Materials%20-%20Volume%2040.pdf pdf en http://umpir.ump.edu.my/id/eprint/42771/2/An%20integrated%20TOPSIS%20model%20with%20exponential%20intuitionistic%20entropy%20measure%20for%20multi-attribute%20decision-making%20%28MADM%29%20-%20INTRO.pdf pdf en http://umpir.ump.edu.my/id/eprint/42771/3/An%20integrated%20TOPSIS%20model%20with%20exponential%20intuitionistic%20entropy%20measure%20for%20multi-attribute%20decision-making%20%28MADM%29.pdf Omar, Ayasrah and Faiz, Mohd Turan and Sheikh Muhammad Hafiz Fahami, Zaina (2024) An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM). In: Springer Proceedings in Materials. Intelligent Manufacturing and Mechatronics, iM3F 2023 , 7 – 8 August , Pekan, Malaysia. pp. 59-69., 40. ISSN 2662-3161 ISBN 978-981-99-9847-0 (Published) https://doi.org/10.1007/978-981-99-9848-7_6 |
| spellingShingle | TJ Mechanical engineering and machinery TS Manufactures Omar, Ayasrah Faiz, Mohd Turan Sheikh Muhammad Hafiz Fahami, Zaina An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) |
| title | An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) |
| title_full | An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) |
| title_fullStr | An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) |
| title_full_unstemmed | An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) |
| title_short | An integrated TOPSIS model with exponential intuitionistic entropy measure for multi-attribute decision-making (MADM) |
| title_sort | integrated topsis model with exponential intuitionistic entropy measure for multi attribute decision making madm |
| topic | TJ Mechanical engineering and machinery TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/42771/1/Springer%20Proceedings%20in%20Materials%20-%20Volume%2040.pdf http://umpir.ump.edu.my/id/eprint/42771/2/An%20integrated%20TOPSIS%20model%20with%20exponential%20intuitionistic%20entropy%20measure%20for%20multi-attribute%20decision-making%20%28MADM%29%20-%20INTRO.pdf http://umpir.ump.edu.my/id/eprint/42771/3/An%20integrated%20TOPSIS%20model%20with%20exponential%20intuitionistic%20entropy%20measure%20for%20multi-attribute%20decision-making%20%28MADM%29.pdf |
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