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Novel Decision Making Methodology under pythagorean probabilistic hesitant fuzzy Einstein Aggregation Information

Computer Modeling in Engineering & Sciences 2023年第8期136卷 1785-1811页

作者： Shahzaib Ashraf Bushra Batool Muhammad Naeem Institute of Mathematics Khwaja Fareed University of Engineering&Information TechnologyRahim Yar Khan64200Pakistan Department of Mathematics University of SargodhaSargodha40100Pakistan Department of Mathematics Deanship of Applied SciencesUmm Al-Qura UniversityMakkah24382Saudi Arabia

This research proposes multicriteria decision-making(MCDM)-based real-time Mesenchymal stem cells(MSC)transfusion *** testing phase of the methodology denotes the ability to stick to plastic surfaces,the upregulation and downregulation of certain surface protein markers,and lastly,the ability to differentiate into various cell ***,two scenarios of an enhanced dataset based on a medical perspective were created in the development phase to produce varying levels of ***,for real-timemonitoring ofCOVID-19 patients with different emergency levels(i.e.,mild,moderate,severe,and critical),an automated triage algorithmbased on a formal medical guideline is proposed,taking into account the improvement and deterioration procedures fromone level to the *** this strategy,Einstein aggregation information under the pythagorean probabilistic hesitant fuzzy environment(PyPHFE)is *** operations on PyPHFE such as Einstein sum,product,scalar multiplication,and their properties are ***,several pythagorean probabilistic hesitant fuzzy Einstein aggregation operators,namely the pythagorean probabilistic hesitant fuzzy weighted average(PyPHFWA)operator,pythagorean probabilistic hesitant fuzzy Einstein weighted geometric(PyPHFEWG)operator,pythagorean probabilistic hesitant fuzzy Einstein ordered weighted average(PyPHFEOWA)operator,pythagorean probabilistic hesitant fuzzy Einstein ordered weighted geometric(PyPHFEOWG)operator,pythagorean probabilistic hesitant fuzzy Einstein hybrid average(PyPHFEHA)operator and pythagorean probabilistic hesitant fuzzy Einstein hybrid geometric(PyPHFEHG)operator are *** the above-mentioned operators are helpful in design the algorithm to tackle uncertainty in decision making *** last,a numerical case study of decision making is presented to demonstrate the applicability and validity of the proposed ***,the comparison of the existing and the proposed technique is

关键词： pythagorean probabilistic hesitant fuzzy set aggregation operators decision making

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