Computational bipolar fuzzy soft matrices with applications in decision making problems

Author:

Khan Madad1,Anis Saima1,Ahmad Sarfraz2,Zeeshan Muhammad13

Affiliation:

1. Department of Mathematics, COMSATS University Islamabad, Islamabad Campus, Pakistan

2. Department of Mathematics, Abbottabad University of Science and Technology, Havelian, Pakistan

3. Department of Mathematics, The University of Agriculture, Dera Ismail Khan, Pakistan

Abstract

A fuzzy soft matrix is a type of mathematical matrix that combines the principles of fuzzy set theory and soft set theory. It is used to handle uncertainty and vagueness in decision-making problems. Fuzzy soft matrix theory cannot handle negative information. To overcome this difficulty, we define the notion of bipolar fuzzy soft (BFS) matrices and study their fundamental properties. We define products of BFS matrices and investigate some useful properties and results. We also give an application of bipolar fuzzy soft matrices to decision-making problems. We propose a decision-making algorithm based on computer programs under the environment of the bipolar fuzzy soft sets.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference27 articles.

1. Bipolar fuzzy soft sets and its applications in decision making problem;Abdullah;Journal of Intelligent&Fuzzy Systems,2014

2. Bipolar Fuzzy Set Theory Applied to the Certain Ideals in BCI-Algebras;Abughazalah;Symmetry,2022

3. Bipolar fuzzy TOPSIS and bipolar fuzzy ELECTRE-I methods to diagnosis;Akram;Computational and Applied Mathematics,2020

4. Parameter reductions of bipolar fuzzy soft sets with their decision-making algorithms;Ali;Symmetry,2019

5. Intuitionistic fuzzy sets;Atanassov;Fuzzy Sets and Systems,1986

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