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: Imran Siddique, Rana Muhammad Zulqarnain, Rifaqat Ali, Alhanouf Alburaikan, Aiyared Iampan, Hamiden Abd El-Wahed Khalifa
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Publicado: Hindawi Limited 2021
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Acceso en línea:https://doaj.org/article/35cccb0390f841efa5e4c79afc0e04dc
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spelling oai:doaj.org-article:35cccb0390f841efa5e4c79afc0e04dc2021-11-08T02:35:40ZA Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set1687-527310.1155/2021/5447422https://doaj.org/article/35cccb0390f841efa5e4c79afc0e04dc2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/5447422https://doaj.org/toc/1687-5273Pythagorean 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.Imran SiddiqueRana Muhammad ZulqarnainRifaqat AliAlhanouf AlburaikanAiyared IampanHamiden Abd El-Wahed KhalifaHindawi LimitedarticleComputer applications to medicine. Medical informaticsR858-859.7Neurosciences. Biological psychiatry. NeuropsychiatryRC321-571ENComputational Intelligence and Neuroscience, Vol 2021 (2021)
institution DOAJ
collection DOAJ
language EN
topic Computer applications to medicine. Medical informatics
R858-859.7
Neurosciences. Biological psychiatry. Neuropsychiatry
RC321-571
spellingShingle Computer applications to medicine. Medical informatics
R858-859.7
Neurosciences. Biological psychiatry. Neuropsychiatry
RC321-571
Imran Siddique
Rana Muhammad Zulqarnain
Rifaqat Ali
Alhanouf Alburaikan
Aiyared Iampan
Hamiden Abd El-Wahed Khalifa
A Decision-Making Approach Based on Score Matrix for Pythagorean Fuzzy Soft Set
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.
format article
author Imran Siddique
Rana Muhammad Zulqarnain
Rifaqat Ali
Alhanouf Alburaikan
Aiyared Iampan
Hamiden Abd El-Wahed Khalifa
author_facet Imran Siddique
Rana Muhammad Zulqarnain
Rifaqat Ali
Alhanouf Alburaikan
Aiyared Iampan
Hamiden Abd El-Wahed Khalifa
author_sort Imran Siddique
title 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_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_sort decision-making approach based on score matrix for pythagorean fuzzy soft set
publisher Hindawi Limited
publishDate 2021
url https://doaj.org/article/35cccb0390f841efa5e4c79afc0e04dc
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