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A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set

Pythagorean fuzzy soft set (PFSS) is the most powerful and effective extension of Pythagorean fuzzy sets (PFS) which deals with the parametrized values of the alternatives. It is also a generalization of intuitionistic fuzzy soft set (IFSS) which provides us better and precise information in the dec...

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Autores principales: Siddique, Imran, Zulqarnain, Rana Muhammad, Ali, Rifaqat, Alburaikan, Alhanouf, Iampan, Aiyared, Abd El-Wahed Khalifa, Hamiden
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8564198/
https://www.ncbi.nlm.nih.gov/pubmed/34745248
http://dx.doi.org/10.1155/2021/5447422
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author Siddique, Imran
Zulqarnain, Rana Muhammad
Ali, Rifaqat
Alburaikan, Alhanouf
Iampan, Aiyared
Abd El-Wahed Khalifa, Hamiden
author_facet Siddique, Imran
Zulqarnain, Rana Muhammad
Ali, Rifaqat
Alburaikan, Alhanouf
Iampan, Aiyared
Abd El-Wahed Khalifa, Hamiden
author_sort Siddique, Imran
collection PubMed
description Pythagorean fuzzy soft set (PFSS) is the most powerful and effective extension of Pythagorean fuzzy sets (PFS) which deals with the parametrized values of the alternatives. It is also a generalization of intuitionistic fuzzy soft set (IFSS) which provides us better and precise information in the decision-making process comparative to IFSS. The core objective of this work is to construct some algebraic operations for PFSS such as OR-operation, AND-operation, and necessity and possibility operations. Furthermore, some fundamental properties have been established for PFSS utilizing the developed operations. Moreover, a decision-making technique has been offered for PFSS based on a score matrix. To demonstrate the validity of the proposed approach, a numerical example has been presented. Finally, to ensure the practicality of the established approach, a comprehensive comparative analysis has been presented. The obtained results show that our developed approach is most effective and delivers better information comparative to prevailing techniques.
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spelling pubmed-85641982021-11-04 A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set Siddique, Imran Zulqarnain, Rana Muhammad Ali, Rifaqat Alburaikan, Alhanouf Iampan, Aiyared Abd El-Wahed Khalifa, Hamiden Comput Intell Neurosci Research Article Pythagorean fuzzy soft set (PFSS) is the most powerful and effective extension of Pythagorean fuzzy sets (PFS) which deals with the parametrized values of the alternatives. It is also a generalization of intuitionistic fuzzy soft set (IFSS) which provides us better and precise information in the decision-making process comparative to IFSS. The core objective of this work is to construct some algebraic operations for PFSS such as OR-operation, AND-operation, and necessity and possibility operations. Furthermore, some fundamental properties have been established for PFSS utilizing the developed operations. Moreover, a decision-making technique has been offered for PFSS based on a score matrix. To demonstrate the validity of the proposed approach, a numerical example has been presented. Finally, to ensure the practicality of the established approach, a comprehensive comparative analysis has been presented. The obtained results show that our developed approach is most effective and delivers better information comparative to prevailing techniques. Hindawi 2021-10-26 /pmc/articles/PMC8564198/ /pubmed/34745248 http://dx.doi.org/10.1155/2021/5447422 Text en Copyright © 2021 Imran Siddique et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Siddique, Imran
Zulqarnain, Rana Muhammad
Ali, Rifaqat
Alburaikan, Alhanouf
Iampan, Aiyared
Abd El-Wahed Khalifa, Hamiden
A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
title A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
title_full A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
title_fullStr A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
title_full_unstemmed A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
title_short A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
title_sort decision-making approach based on score matrix for pythagorean fuzzy soft set
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8564198/
https://www.ncbi.nlm.nih.gov/pubmed/34745248
http://dx.doi.org/10.1155/2021/5447422
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