An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method
An infectious eye illness known as pink eye results in ocular redness, irritation, and mucus. Schools are an especially vulnerable region for dissemination because they can propagate that contagious disease quickly via direct or indirect interactions. Choosing the right medication to treat pink eye...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2025-01-01
|
| Series: | Frontiers in Artificial Intelligence |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/frai.2024.1496689/full |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832592151261741056 |
|---|---|
| author | M. Waheed Rasheed Hind Y. Saleh Areen A. Salih Jahangeer Karamat Muhammad Bilal |
| author_facet | M. Waheed Rasheed Hind Y. Saleh Areen A. Salih Jahangeer Karamat Muhammad Bilal |
| author_sort | M. Waheed Rasheed |
| collection | DOAJ |
| description | An infectious eye illness known as pink eye results in ocular redness, irritation, and mucus. Schools are an especially vulnerable region for dissemination because they can propagate that contagious disease quickly via direct or indirect interactions. Choosing the right medication to treat pink eye infection is typically thought of as an intricate multi-attribute group decision-making concern. The goal of this research is to construct a multi-attribute group decision-making framework that assesses six pink eye treatment medications, including Bleph-10, Moxeza, Zymar, Romycin, Polytrim, and Bacticin. The constructed multi-attribute group decision-making framework includes the following scenario: (1) In contrast to other types of fuzzy sets, the 2-tuple linguistic T-spherical fuzzy set (2TLT-SFS) looks to be a potent tool for dealing with informational inconsistencies in decision-making scenarios; (2) in order to render the 2TLT-SF accumulation details processing more flexible, the addition, multiplication, scalar multiplication, and exponential laws that are predicated on the Schweizer-Sklar collection of t-conorms and t-norms are described; (3) the Schweizer-Sklar weighted average and Schweizer-Sklar weighted geometric operators are then put forward employing the aforementioned operations to combine the data; (4) subsequently, using newly developed operators (referred to as 2TLT-SF Schweizer-Sklar weighted average and 2TLT-SF Schweizer-Sklar weighted geometric), this work enhances the conventional weighted aggregated sum product assessment (WASPAS) approach. The computation procedure for this methodology is thoroughly given to rank the alternatives; (5) to confirm the viability of the suggested approach, thorough computational and simulation assessments are conducted. An examination of the developed and existing research is compared to demonstrate the benefits of the suggested analysis. |
| format | Article |
| id | doaj-art-6d8eeb061a254c979c91572f94c6c3c6 |
| institution | Kabale University |
| issn | 2624-8212 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Artificial Intelligence |
| spelling | doaj-art-6d8eeb061a254c979c91572f94c6c3c62025-01-21T15:00:54ZengFrontiers Media S.A.Frontiers in Artificial Intelligence2624-82122025-01-01710.3389/frai.2024.14966891496689An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS methodM. Waheed Rasheed0Hind Y. Saleh1Areen A. Salih2Jahangeer Karamat3Muhammad Bilal4Department of Mathematics, COMSATS University Islamabad, Vehari, PakistanDepartment of Mathematics, College of Basic Education, University of Duhok, Duhok, IraqDepartment of Mathematics, College of Computer Science and Mathematics, University of Mosul, Mosul, IraqDepartment of Mathematics, Division of Science and Technology, University of Education, Lahore, PakistanDepartment of Mathematics, Division of Science and Technology, University of Education, Lahore, PakistanAn infectious eye illness known as pink eye results in ocular redness, irritation, and mucus. Schools are an especially vulnerable region for dissemination because they can propagate that contagious disease quickly via direct or indirect interactions. Choosing the right medication to treat pink eye infection is typically thought of as an intricate multi-attribute group decision-making concern. The goal of this research is to construct a multi-attribute group decision-making framework that assesses six pink eye treatment medications, including Bleph-10, Moxeza, Zymar, Romycin, Polytrim, and Bacticin. The constructed multi-attribute group decision-making framework includes the following scenario: (1) In contrast to other types of fuzzy sets, the 2-tuple linguistic T-spherical fuzzy set (2TLT-SFS) looks to be a potent tool for dealing with informational inconsistencies in decision-making scenarios; (2) in order to render the 2TLT-SF accumulation details processing more flexible, the addition, multiplication, scalar multiplication, and exponential laws that are predicated on the Schweizer-Sklar collection of t-conorms and t-norms are described; (3) the Schweizer-Sklar weighted average and Schweizer-Sklar weighted geometric operators are then put forward employing the aforementioned operations to combine the data; (4) subsequently, using newly developed operators (referred to as 2TLT-SF Schweizer-Sklar weighted average and 2TLT-SF Schweizer-Sklar weighted geometric), this work enhances the conventional weighted aggregated sum product assessment (WASPAS) approach. The computation procedure for this methodology is thoroughly given to rank the alternatives; (5) to confirm the viability of the suggested approach, thorough computational and simulation assessments are conducted. An examination of the developed and existing research is compared to demonstrate the benefits of the suggested analysis.https://www.frontiersin.org/articles/10.3389/frai.2024.1496689/full2TLT-SFSSchweizer-Sklar weighted average operatorSchweizer-Sklar weighted geometric operatorWASPASmedication for pink eye infection |
| spellingShingle | M. Waheed Rasheed Hind Y. Saleh Areen A. Salih Jahangeer Karamat Muhammad Bilal An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method Frontiers in Artificial Intelligence 2TLT-SFS Schweizer-Sklar weighted average operator Schweizer-Sklar weighted geometric operator WASPAS medication for pink eye infection |
| title | An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method |
| title_full | An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method |
| title_fullStr | An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method |
| title_full_unstemmed | An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method |
| title_short | An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic T-spherical fuzzy WASPAS method |
| title_sort | overview of pink eye infection to evaluate its medications group decision making approach with 2 tuple linguistic t spherical fuzzy waspas method |
| topic | 2TLT-SFS Schweizer-Sklar weighted average operator Schweizer-Sklar weighted geometric operator WASPAS medication for pink eye infection |
| url | https://www.frontiersin.org/articles/10.3389/frai.2024.1496689/full |
| work_keys_str_mv | AT mwaheedrasheed anoverviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT hindysaleh anoverviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT areenasalih anoverviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT jahangeerkaramat anoverviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT muhammadbilal anoverviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT mwaheedrasheed overviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT hindysaleh overviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT areenasalih overviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT jahangeerkaramat overviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod AT muhammadbilal overviewofpinkeyeinfectiontoevaluateitsmedicationsgroupdecisionmakingapproachwith2tuplelinguistictsphericalfuzzywaspasmethod |