A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment
Symmetry is a key part of the study of basic forces and particles, as well as the creation of mathematical models that help scientists in various scientific disciplines understand complex events. Scientists can figure out what a system is made of and how it works by looking at its symmetry. They can...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-07-01
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| Series: | Symmetry |
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| Online Access: | https://www.mdpi.com/2073-8994/15/7/1370 |
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| author | Muhammad Iftikhar Faraz Ghaliah Alhamzi Aneeza Imtiaz Ibtisam Masmali Umer Shuaib Abdul Razaq Asima Razzaque |
| author_facet | Muhammad Iftikhar Faraz Ghaliah Alhamzi Aneeza Imtiaz Ibtisam Masmali Umer Shuaib Abdul Razaq Asima Razzaque |
| author_sort | Muhammad Iftikhar Faraz |
| collection | DOAJ |
| description | Symmetry is a key part of the study of basic forces and particles, as well as the creation of mathematical models that help scientists in various scientific disciplines understand complex events. Scientists can figure out what a system is made of and how it works by looking at its symmetry. They can then use this information to make predictions and create new materials and technologies. Humanity has conquered many once-fatal diseases due to medical research and technological advancements. Although this progress is encouraging, there are still a great many areas that require continual human efforts. An effort is made in this article to choose the best treatment strategy to completely manage the pandemic of COVID-19 under conjunctive complex fuzzy knowledge. In this paper, the concept of conjunctive complex fuzzy relations is presented and numerous set theoretical aspects of this phenomenon are established. The investigation of this ideology is further expanded to describe different sorts of essential structural conjunctive complex fuzzy relations. Matrix and graphical representations of the formation of these newly specified relations are also provided. Moreover, this concept has been successfully employed to provide a therapy strategy for a rapid recovery from COVID-19. Furthermore, a comparative analysis is conducted to demonstrate the validity and applicability of the suggested approaches compared to existing methods. |
| first_indexed | 2024-03-11T00:36:00Z |
| format | Article |
| id | doaj.art-32401675ba8344d5ad5ce8eb6bf604dd |
| institution | Directory Open Access Journal |
| issn | 2073-8994 |
| language | English |
| last_indexed | 2024-03-11T00:36:00Z |
| publishDate | 2023-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Symmetry |
| spelling | doaj.art-32401675ba8344d5ad5ce8eb6bf604dd2023-11-18T21:34:07ZengMDPI AGSymmetry2073-89942023-07-01157137010.3390/sym15071370A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy EnvironmentMuhammad Iftikhar Faraz0Ghaliah Alhamzi1Aneeza Imtiaz2Ibtisam Masmali3Umer Shuaib4Abdul Razaq5Asima Razzaque6College of Mechanical Engineering, King Faisal University Al Ahsa, Al Hofuf 31982, Saudi ArabiaDepartment of Mathematics and Statistics, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11564, Saudi ArabiaDepartment of Mathematics, Government College University, Faisalabad 38000, PakistanDepartment of Mathematics, College of Science, Jazan University, Jazan 45142, Saudi ArabiaDepartment of Mathematics, Government College University, Faisalabad 38000, PakistanDepartment of Mathematics, Division of Science and Technology, University of Education, Lahore 54770, PakistanDepartment of Basic Sciences, Deanship of Preparatory Year, King Faisal University Al Ahsa, Al Hofuf 31982, Saudi ArabiaSymmetry is a key part of the study of basic forces and particles, as well as the creation of mathematical models that help scientists in various scientific disciplines understand complex events. Scientists can figure out what a system is made of and how it works by looking at its symmetry. They can then use this information to make predictions and create new materials and technologies. Humanity has conquered many once-fatal diseases due to medical research and technological advancements. Although this progress is encouraging, there are still a great many areas that require continual human efforts. An effort is made in this article to choose the best treatment strategy to completely manage the pandemic of COVID-19 under conjunctive complex fuzzy knowledge. In this paper, the concept of conjunctive complex fuzzy relations is presented and numerous set theoretical aspects of this phenomenon are established. The investigation of this ideology is further expanded to describe different sorts of essential structural conjunctive complex fuzzy relations. Matrix and graphical representations of the formation of these newly specified relations are also provided. Moreover, this concept has been successfully employed to provide a therapy strategy for a rapid recovery from COVID-19. Furthermore, a comparative analysis is conducted to demonstrate the validity and applicability of the suggested approaches compared to existing methods.https://www.mdpi.com/2073-8994/15/7/1370conjunctive complex fuzzy set (CCFS)conjunctive complex fuzzy relation (CCFR)conjunctive complex fuzzy reflexive relation (CCFRR)conjunctive complex fuzzy symmetric relation (CCFSR)conjunctive complex fuzzy transitive relation (CCFTR) |
| spellingShingle | Muhammad Iftikhar Faraz Ghaliah Alhamzi Aneeza Imtiaz Ibtisam Masmali Umer Shuaib Abdul Razaq Asima Razzaque A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment Symmetry conjunctive complex fuzzy set (CCFS) conjunctive complex fuzzy relation (CCFR) conjunctive complex fuzzy reflexive relation (CCFRR) conjunctive complex fuzzy symmetric relation (CCFSR) conjunctive complex fuzzy transitive relation (CCFTR) |
| title | A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment |
| title_full | A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment |
| title_fullStr | A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment |
| title_full_unstemmed | A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment |
| title_short | A Decision-Making Approach to Optimize COVID-19 Treatment Strategy under a Conjunctive Complex Fuzzy Environment |
| title_sort | decision making approach to optimize covid 19 treatment strategy under a conjunctive complex fuzzy environment |
| topic | conjunctive complex fuzzy set (CCFS) conjunctive complex fuzzy relation (CCFR) conjunctive complex fuzzy reflexive relation (CCFRR) conjunctive complex fuzzy symmetric relation (CCFSR) conjunctive complex fuzzy transitive relation (CCFTR) |
| url | https://www.mdpi.com/2073-8994/15/7/1370 |
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