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Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems
In this research article, we motivate and introduce the concept of possibility belief interval-valued N-soft sets. It has a great significance for enhancing the performance of decision-making procedures in many theories of uncertainty. The N-soft set theory is arising as an effective mathematical to...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617945/ https://www.ncbi.nlm.nih.gov/pubmed/34828200 http://dx.doi.org/10.3390/e23111498 |
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author | Ali, Shahbaz Kousar, Muneeba Xin, Qin Pamučar, Dragan Hameed, Muhammad Shazib Fayyaz, Rabia |
author_facet | Ali, Shahbaz Kousar, Muneeba Xin, Qin Pamučar, Dragan Hameed, Muhammad Shazib Fayyaz, Rabia |
author_sort | Ali, Shahbaz |
collection | PubMed |
description | In this research article, we motivate and introduce the concept of possibility belief interval-valued N-soft sets. It has a great significance for enhancing the performance of decision-making procedures in many theories of uncertainty. The N-soft set theory is arising as an effective mathematical tool for dealing with precision and uncertainties more than the soft set theory. In this regard, we extend the concept of belief interval-valued soft set to possibility belief interval-valued N-soft set (by accumulating possibility and belief interval with N-soft set), and we also explain its practical calculations. To this objective, we defined related theoretical notions, for example, belief interval-valued N-soft set, possibility belief interval-valued N-soft set, their algebraic operations, and examined some of their fundamental properties. Furthermore, we developed two algorithms by using max-AND and min-OR operations of possibility belief interval-valued N-soft set for decision-making problems and also justify its applicability with numerical examples. |
format | Online Article Text |
id | pubmed-8617945 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86179452021-11-27 Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems Ali, Shahbaz Kousar, Muneeba Xin, Qin Pamučar, Dragan Hameed, Muhammad Shazib Fayyaz, Rabia Entropy (Basel) Article In this research article, we motivate and introduce the concept of possibility belief interval-valued N-soft sets. It has a great significance for enhancing the performance of decision-making procedures in many theories of uncertainty. The N-soft set theory is arising as an effective mathematical tool for dealing with precision and uncertainties more than the soft set theory. In this regard, we extend the concept of belief interval-valued soft set to possibility belief interval-valued N-soft set (by accumulating possibility and belief interval with N-soft set), and we also explain its practical calculations. To this objective, we defined related theoretical notions, for example, belief interval-valued N-soft set, possibility belief interval-valued N-soft set, their algebraic operations, and examined some of their fundamental properties. Furthermore, we developed two algorithms by using max-AND and min-OR operations of possibility belief interval-valued N-soft set for decision-making problems and also justify its applicability with numerical examples. MDPI 2021-11-13 /pmc/articles/PMC8617945/ /pubmed/34828200 http://dx.doi.org/10.3390/e23111498 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ali, Shahbaz Kousar, Muneeba Xin, Qin Pamučar, Dragan Hameed, Muhammad Shazib Fayyaz, Rabia Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems |
title | Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems |
title_full | Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems |
title_fullStr | Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems |
title_full_unstemmed | Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems |
title_short | Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems |
title_sort | belief and possibility belief interval-valued n-soft set and their applications in multi-attribute decision-making problems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617945/ https://www.ncbi.nlm.nih.gov/pubmed/34828200 http://dx.doi.org/10.3390/e23111498 |
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