Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems

The aim of this paper is to propose the generalized version of the multipolar neutrosophic soft set with operations and basic properties. Here, we define the AND, OR, Truth-Favorite, and False-Favorite operators along with their properties. Also, we define the necessity and possibility of operations...

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Main Authors: Rana Muhammad Zulqarnain, Harish Garg, Imran Siddique, Rifaqat Ali, Abdelaziz Alsubie, Nawaf N. Hamadneh, Ilyas Khan
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2021/6654657
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spelling doaj-60230ceef1d942f7b50d4822db8707b92021-05-17T00:00:14ZengHindawi LimitedJournal of Mathematics2314-47852021-01-01202110.1155/2021/6654657Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making ProblemsRana Muhammad Zulqarnain0Harish Garg1Imran Siddique2Rifaqat Ali3Abdelaziz Alsubie4Nawaf N. Hamadneh5Ilyas Khan6Department of MathematicsSchool of MathematicsDepartment of MathematicsDepartment of MathematicsDepartment of Basic SciencesDepartment of Basic SciencesFaculty of Mathematics and StatisticsThe aim of this paper is to propose the generalized version of the multipolar neutrosophic soft set with operations and basic properties. Here, we define the AND, OR, Truth-Favorite, and False-Favorite operators along with their properties. Also, we define the necessity and possibility of operations for them. Later on, to extend it to solve the decision-making problems, we define some information measures such as distance, similarity, and correlation coefficient for the generalized multipolar neutrosophic soft set. Several desirable properties and their relationship between them are derived. Finally, based on these information measures, a decision-making algorithm is stated under the neutrosophic environment to tackle the uncertain and vague information. The applicability of the proposed algorithm is demonstrated through a case study of the medical-diagnosis and the decision-making problems. A comparative analysis with several existing studies reveals the effectiveness of the approach.http://dx.doi.org/10.1155/2021/6654657
collection DOAJ
language English
format Article
sources DOAJ
author Rana Muhammad Zulqarnain
Harish Garg
Imran Siddique
Rifaqat Ali
Abdelaziz Alsubie
Nawaf N. Hamadneh
Ilyas Khan
spellingShingle Rana Muhammad Zulqarnain
Harish Garg
Imran Siddique
Rifaqat Ali
Abdelaziz Alsubie
Nawaf N. Hamadneh
Ilyas Khan
Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems
Journal of Mathematics
author_facet Rana Muhammad Zulqarnain
Harish Garg
Imran Siddique
Rifaqat Ali
Abdelaziz Alsubie
Nawaf N. Hamadneh
Ilyas Khan
author_sort Rana Muhammad Zulqarnain
title Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems
title_short Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems
title_full Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems
title_fullStr Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems
title_full_unstemmed Algorithms for a Generalized Multipolar Neutrosophic Soft Set with Information Measures to Solve Medical Diagnoses and Decision-Making Problems
title_sort algorithms for a generalized multipolar neutrosophic soft set with information measures to solve medical diagnoses and decision-making problems
publisher Hindawi Limited
series Journal of Mathematics
issn 2314-4785
publishDate 2021-01-01
description The aim of this paper is to propose the generalized version of the multipolar neutrosophic soft set with operations and basic properties. Here, we define the AND, OR, Truth-Favorite, and False-Favorite operators along with their properties. Also, we define the necessity and possibility of operations for them. Later on, to extend it to solve the decision-making problems, we define some information measures such as distance, similarity, and correlation coefficient for the generalized multipolar neutrosophic soft set. Several desirable properties and their relationship between them are derived. Finally, based on these information measures, a decision-making algorithm is stated under the neutrosophic environment to tackle the uncertain and vague information. The applicability of the proposed algorithm is demonstrated through a case study of the medical-diagnosis and the decision-making problems. A comparative analysis with several existing studies reveals the effectiveness of the approach.
url http://dx.doi.org/10.1155/2021/6654657
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