Analysis on the Neutrosophic Fuzzy Rough Multi-objective Quadratic Transportation Problem Using Various Membership Functions

This paper introduces a new variant of fuzzy set called a neutrosophic fuzzy rough set, which is developed by combining both rough set and neutrosophic fuzzy set theory for optimal benefit. An effective optimization of the multi-objective quadratic transportation problem is examined, with a chance of distinct solution vectors for each objective function. This paper employs both neutrosophic fuzzy rough numbers and MOQTP to model Neutrosophic Fuzzy Rough Multi-Objective Quadratic Transportation Problem (NFRMOQTP). In addition, we present a method for solving NFRMOQTP with a numerical example, which involves transforming the model into a single-objective quadratic transportation problem by utilizing various membership functions. Further, in order to verify the suggested approach, we contrast the outcomes with existing technique and the results are discussed.

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Publication Details

Journal
Fuzzy Sets and Systems
Published
2025-05-02
DOI
https://doi.org/10.71602/tfss.2026.1205592
Primary Topic
Optimization and Mathematical Programming
Type
article
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article

Analysis on the Neutrosophic Fuzzy Rough Multi-objective Quadratic Transportation Problem Using Various Membership Functions

Fuzzy Sets and Systems
Optimization and Mathematical Programming
article

Analysis on the Neutrosophic Fuzzy Rough Multi-objective Quadratic Transportation Problem Using Various Membership Functions

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Abstract

This paper introduces a new variant of fuzzy set called a neutrosophic fuzzy rough set, which is developed by combining both rough set and neutrosophic fuzzy set theory for optimal benefit. An effective optimization of the multi-objective quadratic transportation problem is examined, with a chance of distinct solution vectors for each objective function. This paper employs both neutrosophic fuzzy rough numbers and MOQTP to model Neutrosophic Fuzzy Rough Multi-Objective Quadratic Transportation Problem (NFRMOQTP). In addition, we present a method for solving NFRMOQTP with a numerical example, which involves transforming the model into a single-objective quadratic transportation problem by utilizing various membership functions. Further, in order to verify the suggested approach, we contrast the outcomes with existing technique and the results are discussed.

Fuzzy Sets and Systems
Department of Biotechnology (IN), KPR Institute of Engineering and Technology (IN)
Openalex Percentile: Top 41%
Optimization and Mathematical Programming
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Analysis on the Neutrosophic Fuzzy Rough Multi-objective Quadratic Transportation Problem Using Various Membership Functions · Fuzzy Sets and Systems (2025) | TGRS Research Map | TGRS