Neutrosophic soft matrices and its application in medical diagnosis

Journal Title: Journal of Fuzzy Extension & Applications - Year 2021, Vol 2, Issue 1

Abstract

In real life situations, there are many issues in which we face uncertainties, vagueness, complexities and unpredictability. Neutrosophic sets are a mathematical tool to address some issues which cannot be met using the existing methods. Neutrosophic soft matrices play a crucial role in handling indeterminant and inconsistent information during decision making process. The main focus of this article is to discuss the concept of neutrosophic sets, neutrosophic soft sets and neutrosophic soft matrices theory which are very useful and applicable in various situations involving uncertainties and imprecisions. Thereafter our intention is to find a new method for constructing a decision matrix using neutrosophic soft matrices as an application of the theory. A neutrosophic soft matrix based algorithm is considered to solve some problems in the diagnosis of a disease from the occurrence of various symptoms in patients. This article deals with patient-symptoms and symptoms-disease neutrosophic soft matrices. To come to a decision, a score matrix is defined where multiplication based on max-min operation and complementation of neutrosophic soft matrices are taken into considerations.

Authors and Affiliations

Mamoni Dhar

Keywords

Related Articles

A study on fundamentals of refined intuitionistic fuzzy set with some properties

Zadeh conceptualized the theory of fuzzy set to provide a tool for the basis of the theory of possibility. Atanassov extended this theory with the introduction of intuitionistic fuzzy set. Smarandache introduced the conc...

Precise services and supply chain prioritization in manufacturing companies using cost analysis provided in a fuzzy environment

In recent years, management and, consequently, supply chain performance measurement, has attracted the attention of a large number of managers and researchers in the field of production and operations management. In para...

New Plithogenic sub cognitive maps approach with mediating effects of factors in COVID-19 diagnostic model

The escalation of COVID-19 curves is high and the researchers worldwide are working on diagnostic models, in the way this article proposes COVID-19 diagnostic model using Plithogenic cognitive maps. This paper introduces...

Evaluation and selection of supplier in supply chain with fuzzy analytical network process approach

One of the most important issues concerning the designing a supply chain is selecting the supplier. Selecting proper suppliers is one of the most crucial activities of an organization towards the gradual improvement and...

Using interval arithmetic for providing a MADM approach

The VIKOR method was developed for Multi-Criteria Decision Making (MCDM). It determines the compromise ranking list and the compromise solution obtained with the initial weights. This method focuses on ranking and select...

Download PDF file
  • EP ID EP692671
  • DOI 10.22105/JFEA.2021.246237.1000
  • Views 109
  • Downloads 0

How To Cite

Mamoni Dhar (2021). Neutrosophic soft matrices and its application in medical diagnosis. Journal of Fuzzy Extension & Applications, 2(1), -. https://europub.co.uk/articles/-A-692671