Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis

Rana Muhammad Zulqarnain; Muhammad Saeed; Muhammad Irfan Ahamad; Sohaib Abdal; Zeeshan Zafar; Muhammad Aslam

doi:doi:10.11648/j.dmath.20200501.12

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Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis

Rana Muhammad Zulqarnain, Muhammad Saeed, Muhammad Irfan Ahamad, Sohaib Abdal, Zeeshan Zafar, Muhammad Aslam

Published in International Journal of Discrete Mathematics (Volume 5, Issue 1)

Received: 27 August 2020 Accepted: 18 September 2020 Published: 30 September 2020

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Abstract

Decision Making is the best procedure to choose a superlative alternative from all feasible alternatives. Almost in all other issues, the overall number of criteria because decision making the general alternatives is pervasive. Nowadays decision making is a critical problem in every field of life. In some cases, we must deliberate membership unbiassed as the non- membership values for the suitable representation of an object in uncertain and indeterminate conditions that could not be handled by fuzzy sets nor by interval-valued fuzzy sets. To overcome these difficulties the notion of Intuitionistic fuzzy sets has been presented. In this paper, we study some basic concepts of fuzzy sets, soft sets, fuzzy soft sets, intuitionistic fuzzy sets, intuitionistic soft sets, intuitionistic fuzzy soft sets (IFSS), and intuitionistic fuzzy soft matrices (IFSM). Finally, in this research, we use the IFSM for disease diagnoses in patients who suffer from different diseases such as stomach ulcer and typhoid by using hypothetical data we conclude that patient p₂ suffering stomach ulcer p₂ and p₃ patients suffering from typhoid.

Published in	International Journal of Discrete Mathematics (Volume 5, Issue 1)
DOI	10.11648/j.dmath.20200501.12
Page(s)	4-9
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Fuzzy Set, Fuzzy Soft Set, Intuitionistic Soft Set, Intuitionistic Fuzzy Soft Set, Intuitionistic Fuzzy Soft Matrices

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APA Style

Rana Muhammad Zulqarnain, Muhammad Saeed, Muhammad Irfan Ahamad, Sohaib Abdal, Zeeshan Zafar, et al. (2020). Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis. International Journal of Discrete Mathematics, 5(1), 4-9. https://doi.org/10.11648/j.dmath.20200501.12

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ACS Style

Rana Muhammad Zulqarnain; Muhammad Saeed; Muhammad Irfan Ahamad; Sohaib Abdal; Zeeshan Zafar, et al. Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis. Int. J. Discrete Math. 2020, 5(1), 4-9. doi: 10.11648/j.dmath.20200501.12

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AMA Style

Rana Muhammad Zulqarnain, Muhammad Saeed, Muhammad Irfan Ahamad, Sohaib Abdal, Zeeshan Zafar, et al. Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis. Int J Discrete Math. 2020;5(1):4-9. doi: 10.11648/j.dmath.20200501.12

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@article{10.11648/j.dmath.20200501.12,
  author = {Rana Muhammad Zulqarnain and Muhammad Saeed and Muhammad Irfan Ahamad and Sohaib Abdal and Zeeshan Zafar and Muhammad Aslam},
  title = {Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis},
  journal = {International Journal of Discrete Mathematics},
  volume = {5},
  number = {1},
  pages = {4-9},
  doi = {10.11648/j.dmath.20200501.12},
  url = {https://doi.org/10.11648/j.dmath.20200501.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.dmath.20200501.12},
  abstract = {Decision Making is the best procedure to choose a superlative alternative from all feasible alternatives. Almost in all other issues, the overall number of criteria because decision making the general alternatives is pervasive. Nowadays decision making is a critical problem in every field of life. In some cases, we must deliberate membership unbiassed as the non- membership values for the suitable representation of an object in uncertain and indeterminate conditions that could not be handled by fuzzy sets nor by interval-valued fuzzy sets. To overcome these difficulties the notion of Intuitionistic fuzzy sets has been presented. In this paper, we study some basic concepts of fuzzy sets, soft sets, fuzzy soft sets, intuitionistic fuzzy sets, intuitionistic soft sets, intuitionistic fuzzy soft sets (IFSS), and intuitionistic fuzzy soft matrices (IFSM). Finally, in this research, we use the IFSM for disease diagnoses in patients who suffer from different diseases such as stomach ulcer and typhoid by using hypothetical data we conclude that patient p2 suffering stomach ulcer p2 and p3 patients suffering from typhoid.},
 year = {2020}
}

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TY  - JOUR
T1  - Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis
AU  - Rana Muhammad Zulqarnain
AU  - Muhammad Saeed
AU  - Muhammad Irfan Ahamad
AU  - Sohaib Abdal
AU  - Zeeshan Zafar
AU  - Muhammad Aslam
Y1  - 2020/09/30
PY  - 2020
N1  - https://doi.org/10.11648/j.dmath.20200501.12
DO  - 10.11648/j.dmath.20200501.12
T2  - International Journal of Discrete Mathematics
JF  - International Journal of Discrete Mathematics
JO  - International Journal of Discrete Mathematics
SP  - 4
EP  - 9
PB  - Science Publishing Group
SN  - 2578-9252
UR  - https://doi.org/10.11648/j.dmath.20200501.12
AB  - Decision Making is the best procedure to choose a superlative alternative from all feasible alternatives. Almost in all other issues, the overall number of criteria because decision making the general alternatives is pervasive. Nowadays decision making is a critical problem in every field of life. In some cases, we must deliberate membership unbiassed as the non- membership values for the suitable representation of an object in uncertain and indeterminate conditions that could not be handled by fuzzy sets nor by interval-valued fuzzy sets. To overcome these difficulties the notion of Intuitionistic fuzzy sets has been presented. In this paper, we study some basic concepts of fuzzy sets, soft sets, fuzzy soft sets, intuitionistic fuzzy sets, intuitionistic soft sets, intuitionistic fuzzy soft sets (IFSS), and intuitionistic fuzzy soft matrices (IFSM). Finally, in this research, we use the IFSM for disease diagnoses in patients who suffer from different diseases such as stomach ulcer and typhoid by using hypothetical data we conclude that patient p2 suffering stomach ulcer p2 and p3 patients suffering from typhoid.
VL  - 5
IS  - 1
ER  -

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Author Information

Rana Muhammad Zulqarnain

School of Mathematics, Northwest University, Xi’an, China
Muhammad Saeed

School of Science, Department of Mathematics, University of Management and Technology, Lahore, Pakistan
Muhammad Irfan Ahamad

College of Urban and Environmental Sciences, Northwest University, Xi’an, China
Sohaib Abdal

School of Mathematics, Northwest University, Xi’an, China
Zeeshan Zafar

College of Urban and Environmental Sciences, Northwest University, Xi’an, China
Muhammad Aslam

School of World History and Middle East Studies, Northwest University, Xian, China

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Plain Text BibTeX RIS

APA Style

Rana Muhammad Zulqarnain, Muhammad Saeed, Muhammad Irfan Ahamad, Sohaib Abdal, Zeeshan Zafar, et al. (2020). Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis. International Journal of Discrete Mathematics, 5(1), 4-9. https://doi.org/10.11648/j.dmath.20200501.12

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ACS Style

Rana Muhammad Zulqarnain; Muhammad Saeed; Muhammad Irfan Ahamad; Sohaib Abdal; Zeeshan Zafar, et al. Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis. Int. J. Discrete Math. 2020, 5(1), 4-9. doi: 10.11648/j.dmath.20200501.12

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AMA Style

Rana Muhammad Zulqarnain, Muhammad Saeed, Muhammad Irfan Ahamad, Sohaib Abdal, Zeeshan Zafar, et al. Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis. Int J Discrete Math. 2020;5(1):4-9. doi: 10.11648/j.dmath.20200501.12

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@article{10.11648/j.dmath.20200501.12,
  author = {Rana Muhammad Zulqarnain and Muhammad Saeed and Muhammad Irfan Ahamad and Sohaib Abdal and Zeeshan Zafar and Muhammad Aslam},
  title = {Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis},
  journal = {International Journal of Discrete Mathematics},
  volume = {5},
  number = {1},
  pages = {4-9},
  doi = {10.11648/j.dmath.20200501.12},
  url = {https://doi.org/10.11648/j.dmath.20200501.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.dmath.20200501.12},
  abstract = {Decision Making is the best procedure to choose a superlative alternative from all feasible alternatives. Almost in all other issues, the overall number of criteria because decision making the general alternatives is pervasive. Nowadays decision making is a critical problem in every field of life. In some cases, we must deliberate membership unbiassed as the non- membership values for the suitable representation of an object in uncertain and indeterminate conditions that could not be handled by fuzzy sets nor by interval-valued fuzzy sets. To overcome these difficulties the notion of Intuitionistic fuzzy sets has been presented. In this paper, we study some basic concepts of fuzzy sets, soft sets, fuzzy soft sets, intuitionistic fuzzy sets, intuitionistic soft sets, intuitionistic fuzzy soft sets (IFSS), and intuitionistic fuzzy soft matrices (IFSM). Finally, in this research, we use the IFSM for disease diagnoses in patients who suffer from different diseases such as stomach ulcer and typhoid by using hypothetical data we conclude that patient p2 suffering stomach ulcer p2 and p3 patients suffering from typhoid.},
 year = {2020}
}

Copy | Download

TY  - JOUR
T1  - Application of Intuitionistic Fuzzy Soft Matrices for Disease Diagnosis
AU  - Rana Muhammad Zulqarnain
AU  - Muhammad Saeed
AU  - Muhammad Irfan Ahamad
AU  - Sohaib Abdal
AU  - Zeeshan Zafar
AU  - Muhammad Aslam
Y1  - 2020/09/30
PY  - 2020
N1  - https://doi.org/10.11648/j.dmath.20200501.12
DO  - 10.11648/j.dmath.20200501.12
T2  - International Journal of Discrete Mathematics
JF  - International Journal of Discrete Mathematics
JO  - International Journal of Discrete Mathematics
SP  - 4
EP  - 9
PB  - Science Publishing Group
SN  - 2578-9252
UR  - https://doi.org/10.11648/j.dmath.20200501.12
AB  - Decision Making is the best procedure to choose a superlative alternative from all feasible alternatives. Almost in all other issues, the overall number of criteria because decision making the general alternatives is pervasive. Nowadays decision making is a critical problem in every field of life. In some cases, we must deliberate membership unbiassed as the non- membership values for the suitable representation of an object in uncertain and indeterminate conditions that could not be handled by fuzzy sets nor by interval-valued fuzzy sets. To overcome these difficulties the notion of Intuitionistic fuzzy sets has been presented. In this paper, we study some basic concepts of fuzzy sets, soft sets, fuzzy soft sets, intuitionistic fuzzy sets, intuitionistic soft sets, intuitionistic fuzzy soft sets (IFSS), and intuitionistic fuzzy soft matrices (IFSM). Finally, in this research, we use the IFSM for disease diagnoses in patients who suffer from different diseases such as stomach ulcer and typhoid by using hypothetical data we conclude that patient p2 suffering stomach ulcer p2 and p3 patients suffering from typhoid.
VL  - 5
IS  - 1
ER  -

Copy | Download