Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information

This paper addresses the critical challenge of managing uncertainty, indeterminacy, and interdependencies in multi-criteria decision-making (MCDM) by introducing novel aggregation operators. Existing methods often fall short in effectively combining diverse and conflicting information, particularly...

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Main Authors: Anitha P, Chitra Devi P, Satham Hussain, Durga Nagarajan, Said Broumi, Sankar Sahoo, Hossein Rashmanlou
Format: Article
Language:English
Published: University of New Mexico 2025-06-01
Series:Neutrosophic Sets and Systems
Subjects:
Online Access:https://fs.unm.edu/NSS/57Muirhead.pdf
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author Anitha P
Chitra Devi P
Satham Hussain
Durga Nagarajan
Said Broumi
Sankar Sahoo
Hossein Rashmanlou
author_facet Anitha P
Chitra Devi P
Satham Hussain
Durga Nagarajan
Said Broumi
Sankar Sahoo
Hossein Rashmanlou
author_sort Anitha P
collection DOAJ
description This paper addresses the critical challenge of managing uncertainty, indeterminacy, and interdependencies in multi-criteria decision-making (MCDM) by introducing novel aggregation operators. Existing methods often fall short in effectively combining diverse and conflicting information, particularly in complex and uncertain environments. To bridge this gap, we propose the integration of the Muirhead Mean (MM) operator a versatile tool that generalizes arithmetic and geometric means-into the framework of Quaripartitioned Single-Valued Neutrosophic (QSVN) set theory, which accounts for truth, contradiction, ignorance, and falsity. The mathematical properties of the proposed operators are thoroughly analyzed, demonstrating their robustness and flexibility. A new decision-making process is developed to tackle uncertainty and interdependencies, supported by illustrative examples that highlight the practical significance of this approach. This work offers a substantial advancement in the design of dependable and adaptable decision-making frameworks for complex real-world scenarios.
format Article
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institution Kabale University
issn 2331-6055
2331-608X
language English
publishDate 2025-06-01
publisher University of New Mexico
record_format Article
series Neutrosophic Sets and Systems
spelling doaj-art-346e19cd46ef45a69c8aa1e7706bd57c2025-08-20T17:33:42ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-06-0185984100310.5281/zenodo.15399562Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate InformationAnitha PChitra Devi PSatham HussainDurga NagarajanSaid BroumiSankar SahooHossein RashmanlouThis paper addresses the critical challenge of managing uncertainty, indeterminacy, and interdependencies in multi-criteria decision-making (MCDM) by introducing novel aggregation operators. Existing methods often fall short in effectively combining diverse and conflicting information, particularly in complex and uncertain environments. To bridge this gap, we propose the integration of the Muirhead Mean (MM) operator a versatile tool that generalizes arithmetic and geometric means-into the framework of Quaripartitioned Single-Valued Neutrosophic (QSVN) set theory, which accounts for truth, contradiction, ignorance, and falsity. The mathematical properties of the proposed operators are thoroughly analyzed, demonstrating their robustness and flexibility. A new decision-making process is developed to tackle uncertainty and interdependencies, supported by illustrative examples that highlight the practical significance of this approach. This work offers a substantial advancement in the design of dependable and adaptable decision-making frameworks for complex real-world scenarios.https://fs.unm.edu/NSS/57Muirhead.pdfmulti-criteria decision-making (mcdm)muirhead mean (mm)quaripartitioned single-valued neutrosophic (qsvn) set theory
spellingShingle Anitha P
Chitra Devi P
Satham Hussain
Durga Nagarajan
Said Broumi
Sankar Sahoo
Hossein Rashmanlou
Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information
Neutrosophic Sets and Systems
multi-criteria decision-making (mcdm)
muirhead mean (mm)
quaripartitioned single-valued neutrosophic (qsvn) set theory
title Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information
title_full Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information
title_fullStr Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information
title_full_unstemmed Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information
title_short Muirhead Mean Operators in Quadripartitioned Single-Valued Neutrosophic Sets for Multi-Criteria Decision-Making with Indeterminate Information
title_sort muirhead mean operators in quadripartitioned single valued neutrosophic sets for multi criteria decision making with indeterminate information
topic multi-criteria decision-making (mcdm)
muirhead mean (mm)
quaripartitioned single-valued neutrosophic (qsvn) set theory
url https://fs.unm.edu/NSS/57Muirhead.pdf
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