An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making
The bipolar neutrosophic set is a suitable instrument to tackle the information with vagueness, complexity, and uncertainty. In this study, we improved the original EDAS (the evaluation based on distance from average solution) with bipolar neutrosophic numbers (BNNs) for a multiple-criteria group de...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Applied Computational Intelligence and Soft Computing |
| Online Access: | http://dx.doi.org/10.1155/2021/1474629 |
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| author | Irvanizam Irvanizam Intan Syahrini Nawar Nabila Zi Natasya Azzahra Muhd Iqbal Marzuki Marzuki Muhammad Subianto |
| author_facet | Irvanizam Irvanizam Intan Syahrini Nawar Nabila Zi Natasya Azzahra Muhd Iqbal Marzuki Marzuki Muhammad Subianto |
| author_sort | Irvanizam Irvanizam |
| collection | DOAJ |
| description | The bipolar neutrosophic set is a suitable instrument to tackle the information with vagueness, complexity, and uncertainty. In this study, we improved the original EDAS (the evaluation based on distance from average solution) with bipolar neutrosophic numbers (BNNs) for a multiple-criteria group decision-making (MCGDM) problem. We calculated the average solution under all the criteria by two existing aggregation operators of BNNs. Then, we computed the positive distance and the negative distance from each alternative to the average ideal solution and determined the appraisal score of alternatives. Based on these scores, we obtained the ranking result. Finally, we demonstrated the practicability, stability, and capability of the improved EDAS method by analyzing the influence parameters and comparing results with an extended VIKOR method. |
| format | Article |
| id | doaj-art-1570b800b5bc4b899ba7f773560e1d45 |
| institution | Kabale University |
| issn | 1687-9724 1687-9732 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Applied Computational Intelligence and Soft Computing |
| spelling | doaj-art-1570b800b5bc4b899ba7f773560e1d452025-02-03T01:24:48ZengWileyApplied Computational Intelligence and Soft Computing1687-97241687-97322021-01-01202110.1155/2021/14746291474629An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-MakingIrvanizam Irvanizam0Intan Syahrini1Nawar Nabila Zi2Natasya Azzahra3Muhd Iqbal4Marzuki Marzuki5Muhammad Subianto6Department of Informatics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaDepartment of Mathematics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaDepartment of Informatics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaDepartment of Informatics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaDepartment of Informatics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaDepartment of Statistics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaDepartment of Informatics, Universitas Syiah Kuala, Banda Aceh 23111, IndonesiaThe bipolar neutrosophic set is a suitable instrument to tackle the information with vagueness, complexity, and uncertainty. In this study, we improved the original EDAS (the evaluation based on distance from average solution) with bipolar neutrosophic numbers (BNNs) for a multiple-criteria group decision-making (MCGDM) problem. We calculated the average solution under all the criteria by two existing aggregation operators of BNNs. Then, we computed the positive distance and the negative distance from each alternative to the average ideal solution and determined the appraisal score of alternatives. Based on these scores, we obtained the ranking result. Finally, we demonstrated the practicability, stability, and capability of the improved EDAS method by analyzing the influence parameters and comparing results with an extended VIKOR method.http://dx.doi.org/10.1155/2021/1474629 |
| spellingShingle | Irvanizam Irvanizam Intan Syahrini Nawar Nabila Zi Natasya Azzahra Muhd Iqbal Marzuki Marzuki Muhammad Subianto An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making Applied Computational Intelligence and Soft Computing |
| title | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| title_full | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| title_fullStr | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| title_full_unstemmed | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| title_short | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making |
| title_sort | improved edas method based on bipolar neutrosophic set and its application in group decision making |
| url | http://dx.doi.org/10.1155/2021/1474629 |
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