A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment
<p>This study introduces a novel framework, Generalized Interval-Valued Neutrosophic Rough Soft Sets (GIVNRS sets), designed to improve handling uncertainty, imprecision, and vagueness in complex decision-making scenarios. By integrating soft, rough, and generalized interval-valued neutrosophi...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Islamic Azad University, Bandar Abbas Branch
2024-11-01
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| Series: | Transactions on Fuzzy Sets and Systems |
| Subjects: | |
| Online Access: | https://sanad.iau.ir/journal/tfss/Article/1194037 |
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| _version_ | 1849691584697729024 |
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| author | Anjan Mukherjee Ajoy Kanti Das Nandini Gupta Suman Patra Tahir Mahmood Suman Das Rakhal Das |
| author_facet | Anjan Mukherjee Ajoy Kanti Das Nandini Gupta Suman Patra Tahir Mahmood Suman Das Rakhal Das |
| author_sort | Anjan Mukherjee |
| collection | DOAJ |
| description | <p>This study introduces a novel framework, Generalized Interval-Valued Neutrosophic Rough Soft Sets (GIVNRS sets), designed to improve handling uncertainty, imprecision, and vagueness in complex decision-making scenarios. By integrating soft, rough, and generalized interval-valued neutrosophic set theories, the framework offers a robust methodology for addressing indeterminacy and incomplete data. The theoretical foundation of GIVNRS sets is built upon fundamental operations, including intersection, union, complement, and novel aggregation union operators tailored for multi-criteria decision-making (MCDM) applications. The practical applicability of the framework is demonstrated through a water quality assessment, where it successfully classifies river segments based on key water quality parameters such as pH, Dissolved Oxygen (DO), and Biochemical Oxygen Demand (BOD). The case study results show that the pollution scores for the river segments were computed, classifying the segments such as “Good,” “Moderate,” and “Poor,” with corresponding pollution levels. These findings highlight the framework’s ability to manage incomplete and inconsistent data, providing a reliable and comprehensive water quality evaluation. Compared to traditional models, the GIVNRS set approach offers enhanced flexibility, stability, and adaptability. This study not only contributes to the theoretical development of neutrosophic, soft, and rough set theories but also establishes GIVNRS sets as a powerful tool for water quality decision-making. Future research will explore further advancements in the application and computational efficiency of this framework.</p> |
| format | Article |
| id | doaj-art-00c8dc4c176d413badfe97e8870929fd |
| institution | DOAJ |
| issn | 2821-0131 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | Islamic Azad University, Bandar Abbas Branch |
| record_format | Article |
| series | Transactions on Fuzzy Sets and Systems |
| spelling | doaj-art-00c8dc4c176d413badfe97e8870929fd2025-08-20T03:20:59ZengIslamic Azad University, Bandar Abbas BranchTransactions on Fuzzy Sets and Systems2821-01312024-11-0151125A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality AssessmentAnjan MukherjeeAjoy Kanti DasNandini GuptaSuman PatraTahir MahmoodSuman DasRakhal Das<p>This study introduces a novel framework, Generalized Interval-Valued Neutrosophic Rough Soft Sets (GIVNRS sets), designed to improve handling uncertainty, imprecision, and vagueness in complex decision-making scenarios. By integrating soft, rough, and generalized interval-valued neutrosophic set theories, the framework offers a robust methodology for addressing indeterminacy and incomplete data. The theoretical foundation of GIVNRS sets is built upon fundamental operations, including intersection, union, complement, and novel aggregation union operators tailored for multi-criteria decision-making (MCDM) applications. The practical applicability of the framework is demonstrated through a water quality assessment, where it successfully classifies river segments based on key water quality parameters such as pH, Dissolved Oxygen (DO), and Biochemical Oxygen Demand (BOD). The case study results show that the pollution scores for the river segments were computed, classifying the segments such as “Good,” “Moderate,” and “Poor,” with corresponding pollution levels. These findings highlight the framework’s ability to manage incomplete and inconsistent data, providing a reliable and comprehensive water quality evaluation. Compared to traditional models, the GIVNRS set approach offers enhanced flexibility, stability, and adaptability. This study not only contributes to the theoretical development of neutrosophic, soft, and rough set theories but also establishes GIVNRS sets as a powerful tool for water quality decision-making. Future research will explore further advancements in the application and computational efficiency of this framework.</p>https://sanad.iau.ir/journal/tfss/Article/1194037fuzzy set neutrosophic set soft set rough set generalized neutrosophic set interval-valued neutrosophic set. |
| spellingShingle | Anjan Mukherjee Ajoy Kanti Das Nandini Gupta Suman Patra Tahir Mahmood Suman Das Rakhal Das A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment Transactions on Fuzzy Sets and Systems fuzzy set neutrosophic set soft set rough set generalized neutrosophic set interval-valued neutrosophic set. |
| title | A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment |
| title_full | A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment |
| title_fullStr | A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment |
| title_full_unstemmed | A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment |
| title_short | A Novel Generalized Interval-Valued Neutrosophic Rough Soft Set Framework for Enhanced Decision-Making: Application in Water Quality Assessment |
| title_sort | novel generalized interval valued neutrosophic rough soft set framework for enhanced decision making application in water quality assessment |
| topic | fuzzy set neutrosophic set soft set rough set generalized neutrosophic set interval-valued neutrosophic set. |
| url | https://sanad.iau.ir/journal/tfss/Article/1194037 |
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