Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site

Mohamed, Alaa Alden Al; Mohamed, Sobhi Al; Zino, Moustafa

doi:10.1186/s43093-023-00185-5

Cited by 30 publications

(9 citation statements)

References 104 publications

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“…In contemporary literature, several advancements in multicriteria approaches are underscored, such as the application of fuzzy set theory (FST) [45]. This theory represents uncertainty in human beliefs, allowing for its effective application in conjunction with MCDM/A methodologies to yield more sensitive, tangible, and precise results.…”

Section: Mcdm/a Methodsmentioning

confidence: 99%

Multicriteria Decision-Making in Public Security: A Systematic Review

Costa,

Silva

2024

Mathematics

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The Multiple Criteria Decision-Making/Analysis (MCDM/A) methods have been widely used in several management contexts. In public security, their use enhances managerial decision-making by considering the decision-maker’s preference structure and providing a multidimensional view of problems. However, methodological support for their applications in this field lacks clarity, including selecting appropriate methods, addressing pertinent problematics, and identifying alternatives and criteria. To address this gap, this article conducts a Systematic Literature Review (SLR) to diagnose the state of the art and identify the main directions of the research in multicriteria models applied to public security management. The research methodology involves five main research questions, and the extraction and analysis of data from 51 articles selected through a structured filtering process. The analysis includes identifying the number of publications and citations, as well as listing the MCDM/A approaches and issues employed. Furthermore, the criteria used and the number of criteria considered are discussed, as well as the method employed. Finally, the identification of the main research directions in MCDM/A models applied to public security is presented. The findings suggest that prioritization and classification are common problematics, social criteria are frequently considered, and the AHP method is widely used, often employing fuzzy sets and hybrid models.

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Section: Mcdm/a Methodsmentioning

confidence: 99%

Multicriteria Decision-Making in Public Security: A Systematic Review

Costa,

Silva

2024

Mathematics

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“…By reviewing previous studies, a development was observed in the structure of the purchasing function during the nineties, and it was accompanied by the problem of selecting suppliers, which gradually became one of the important issues in our current era to establish an effective system for the supply chain. With the great and continuous dependence on suppliers in supplying the raw materials necessary for the production process, it makes the selection process; suppliers are a strategic process for the company, and with the passage of time, the criteria that are relied upon have become different according to time, product, and variety [59], in addition to the diversity and change of the company's options in choosing suppliers.…”

Section: Supplier Selection Methodsmentioning

confidence: 99%

Application of fuzzy group decision-making Selecting Green Supplier: A case study of the manufacture of natural laurel soap

Mohamed¹,

Mohamed²

2023

Preprint

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The selection of suppliers alone is one of the most important competitive challenges facing organizations today. With today's increasing awareness and facing many significant environmental pressures, the process of selecting the right suppliers for green supply chain management even more difficult for decision makers. The process of developing and implementing decision-making tools seek to face these challenges is rapidly evolving, especially in a fuzzy environment whose data is incomplete. The purpose of this article is to investigate prospective green chain suppliers for a laurel soap producing company based on a framework using MCDA fuzzy technologies such as Fuzzy GRA, Fuzzy TOPSIS, and Fuzzy VIKOR. During this paper, a discussion of fuzzy set was discussed with Fuzzy MCDM Within a realistic case study, where a comparison was made between the tools, and it was noted that the results were consistent between the two tools fuzzy TOPSIS and Fuzzy GRA, and the arrival of similar results and a slight difference with results was observed in Fuzzy VIKOR interpreted. The most detailed analyses were conducted on distance measurements, linguistic variables, assembly functions, and confusion processing. This study introduces the Fuzzy MCDM method to help researchers choose a more effective approach for green supplier selection and the Conclusions and other study directions are offered towards the conclusion of the paper.

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“…To further explore donor decision-making behavior, multicriteria decision-making (MCDM) methodologies can be employed to assess the priority ranking of crowdfunding projects by investors. Numerous studies have demonstrated the undeniable value of the fuzzy multicriteria decision model (FMCDM) in practical applications [ [50] , [51] , [52] ].…”

Section: Future Researchmentioning

confidence: 99%