Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory
The aim of this research is to develop a new multi-criteria decision-making method that integrates an intuitionistic fuzzy entropy measure and variable weight theory to be implemented in different fields to provide a solution for MCDM problems when the available information is incomplete. A limited...
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| Format: | Article |
| Language: | English |
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Penerbit UMP
2021
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| Online Access: | http://umpir.ump.edu.my/id/eprint/32689/1/Multi-Criteria%20Decision-Making%20Model.pdf |
| _version_ | 1825814086342934528 |
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| author | Ayasrah, Omar Faiz, Mohd Turan |
| author_facet | Ayasrah, Omar Faiz, Mohd Turan |
| author_sort | Ayasrah, Omar |
| collection | UMP |
| description | The aim of this research is to develop a new multi-criteria decision-making method that integrates an intuitionistic fuzzy entropy measure and variable weight theory to be implemented in different fields to provide a solution for MCDM problems when the available information is incomplete. A limited number of studies have considered determining decision maker’s weights by performing objective techniques, and almost all of these researches detected a constant weights for the decision makers. In addition, most of the MCDM studies were not formulated to perform sensitivity analysis. The new method is based on the TOPSIS model with an intuitionistic fuzzy entropy measure in the exponential-related function form and the engagement of the variable weight theory to determine weights for the decision-makers that vary as per attibutes. Lastly, a mathematical model was developed in this research to be as an input for developing the mobile-aplication based method in future for virtual use of the new MCDM method. |
| first_indexed | 2024-03-06T12:53:38Z |
| format | Article |
| id | UMPir32689 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:53:38Z |
| publishDate | 2021 |
| publisher | Penerbit UMP |
| record_format | dspace |
| spelling | UMPir326892021-12-03T04:04:18Z http://umpir.ump.edu.my/id/eprint/32689/ Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory Ayasrah, Omar Faiz, Mohd Turan TJ Mechanical engineering and machinery The aim of this research is to develop a new multi-criteria decision-making method that integrates an intuitionistic fuzzy entropy measure and variable weight theory to be implemented in different fields to provide a solution for MCDM problems when the available information is incomplete. A limited number of studies have considered determining decision maker’s weights by performing objective techniques, and almost all of these researches detected a constant weights for the decision makers. In addition, most of the MCDM studies were not formulated to perform sensitivity analysis. The new method is based on the TOPSIS model with an intuitionistic fuzzy entropy measure in the exponential-related function form and the engagement of the variable weight theory to determine weights for the decision-makers that vary as per attibutes. Lastly, a mathematical model was developed in this research to be as an input for developing the mobile-aplication based method in future for virtual use of the new MCDM method. Penerbit UMP 2021 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/32689/1/Multi-Criteria%20Decision-Making%20Model.pdf Ayasrah, Omar and Faiz, Mohd Turan (2021) Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (1). pp. 18-26. ISSN 2637-0883. (Published) https://journal.ump.edu.my/mekatronika/article/view/7025 https://doi.org/10.15282/mekatronika.v3i1.7025 |
| spellingShingle | TJ Mechanical engineering and machinery Ayasrah, Omar Faiz, Mohd Turan Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory |
| title | Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory |
| title_full | Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory |
| title_fullStr | Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory |
| title_full_unstemmed | Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory |
| title_short | Multi-Criteria Decision-Making Model using Intuitionistic Fuzzy Entropy and Variable Weight Theory |
| title_sort | multi criteria decision making model using intuitionistic fuzzy entropy and variable weight theory |
| topic | TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/32689/1/Multi-Criteria%20Decision-Making%20Model.pdf |
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