A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making
For a mathematical model to describe vague (uncertain) problems effectively, it must have the ability to explain the links between the objects and parameters in the problem in the most precise way. There is no suitable model that can handle such scenarios in the literature. This deficiency serves as...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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University of New Mexico
2023-05-01
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| Series: | Neutrosophic Sets and Systems |
| Subjects: | |
| Online Access: | http://fs.unm.edu/NSS/BipolarHypersoft33.pdf |
| _version_ | 1827945921940291584 |
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| author | Sagvan Y. Musa Baravan A. Asaad |
| author_facet | Sagvan Y. Musa Baravan A. Asaad |
| author_sort | Sagvan Y. Musa |
| collection | DOAJ |
| description | For a mathematical model to describe vague (uncertain) problems effectively, it must have the ability to explain the links between the objects and parameters in the problem in the most precise way. There is no suitable model that can handle such scenarios in the literature. This deficiency serves as motivation for this study. In this article, the bipolar hypersoft set (abbreviated, BHSS) is considered since the parameters and their opposite play a symmetrical role. We present a novel theoretical technique for solving decision-making problems using BHSS and investigate parameter reductions for these sets. Algorithms for parameter reduction are provided and explained with examples. The findings demonstrate that our suggested parameter reduction strategies remove unnecessary parameters and still retain the same decision-making options. |
| first_indexed | 2024-03-13T10:50:19Z |
| format | Article |
| id | doaj.art-8408b7d1f083480986b8567bb96e965c |
| institution | Directory Open Access Journal |
| issn | 2331-6055 2331-608X |
| language | English |
| last_indexed | 2024-03-13T10:50:19Z |
| publishDate | 2023-05-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj.art-8408b7d1f083480986b8567bb96e965c2023-05-17T16:21:46ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2023-05-015554455610.5281/zenodo.7847778A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-MakingSagvan Y. MusaBaravan A. AsaadFor a mathematical model to describe vague (uncertain) problems effectively, it must have the ability to explain the links between the objects and parameters in the problem in the most precise way. There is no suitable model that can handle such scenarios in the literature. This deficiency serves as motivation for this study. In this article, the bipolar hypersoft set (abbreviated, BHSS) is considered since the parameters and their opposite play a symmetrical role. We present a novel theoretical technique for solving decision-making problems using BHSS and investigate parameter reductions for these sets. Algorithms for parameter reduction are provided and explained with examples. The findings demonstrate that our suggested parameter reduction strategies remove unnecessary parameters and still retain the same decision-making options.http://fs.unm.edu/NSS/BipolarHypersoft33.pdfbipolar hypersoft sethypersoft setsoft setparameter reductiondecision-making |
| spellingShingle | Sagvan Y. Musa Baravan A. Asaad A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making Neutrosophic Sets and Systems bipolar hypersoft set hypersoft set soft set parameter reduction decision-making |
| title | A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making |
| title_full | A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making |
| title_fullStr | A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making |
| title_full_unstemmed | A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making |
| title_short | A Novel Approach Towards Parameter Reduction Based on Bipolar Hypersoft Set and Its Application to Decision-Making |
| title_sort | novel approach towards parameter reduction based on bipolar hypersoft set and its application to decision making |
| topic | bipolar hypersoft set hypersoft set soft set parameter reduction decision-making |
| url | http://fs.unm.edu/NSS/BipolarHypersoft33.pdf |
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