Research Article

Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems

Number: 32 September 30, 2020
EN

Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems

Abstract

Multiple Criteria Decision Making (MCDM) is a process in which we choose the best alternative from all feasible alternatives. In this paper, we study fuzzy sets with some basic concepts and fuzzy TOPSIS (technique for order preference by similarity to ideal solution) method. We proposed the TOPSIS method under a fuzzy environment and expressed the rating of each alternative and weight of each criterion in the form of a triangular fuzzy number. Finally, we used the proposed method for decision making in the garments industry for the selection of supplier.

Keywords

References

  1. K. Yoon, C. L. Hwang, Multi Attribute Decision Making Methods and Applications, Springer-Verlag, Berlin Heidelberg, 1981.
  2. M. Zulqarnain, F. Dayan, and M. Saeed, TOPSIS Analysis for The Prediction of Diabetes Based on General Characteristics of Humans, International Journal of Pharmaceutical Sciences and Research 9(7) (2018) 2932-2939.
  3. M. Zulqarnain, S. Abdal, M. I. Ahamad, Z. Zafar, B. E. Ali, S. Younas, A. Maalik, A. Mariam, F. Dayan, Application of TOPSIS Method in Decision Making via Soft Set, Biomedical Journal of Scientific and Technical Research 24(3) (2017) 18208-18215.
  4. S. M. S. Tonekaboni, K. Shahroudi, Application of Topsis Method To Supplier Selection in Iran Auto Supply Chain, Journal of Global Strategic Management 6(2) (2012) 123-123.
  5. A. Sarkar, A TOPSIS Method to Evaluate The Technologies, International Journal of Quality & Reliability Management 31(1) (2013) 2-13.
  6. Z. Pavić, V. Novoselac, Notes on TOPSIS Method, International Journal of Engineering Research and General Science 1(2) (2013) 5-12.
  7. J. Wielki, M. Jurczyk-Bunkowska, D. Madera, Application of TOPSIS Method for Evaluation of IT Application in The Hospital, 20th European Conference on Knowledge Management ECKM 2 (2019) 1096-1104.
  8. R. M. Zulqarnain, M. Saeed, N. Ahmad, F. Dayan, B. Ahmad, Application of TOPSIS Method for Decision Making, International Journal of Scientific Research in Mathematical and Statistical Sciences 7(2) (2020) 76-81.

Details

Primary Language

English

Subjects

Applied Mathematics

Journal Section

Research Article

Publication Date

September 30, 2020

Submission Date

January 17, 2020

Acceptance Date

September 6, 2020

Published in Issue

Year 2020 Number: 32

APA
Zulqarnaın, R. M., Saeed, M., Ali, B., Abdal, S., Saqlaın, M., Ahamad, M. İ., & Zafar, Z. (2020). Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems. Journal of New Theory, 32, 40-50. https://izlik.org/JA84SF54ZN
AMA
1.Zulqarnaın RM, Saeed M, Ali B, et al. Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems. JNT. 2020;(32):40-50. https://izlik.org/JA84SF54ZN
Chicago
Zulqarnaın, Rana Muhammad, Muhammad Saeed, Bagh Ali, et al. 2020. “Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems”. Journal of New Theory, nos. 32: 40-50. https://izlik.org/JA84SF54ZN.
EndNote
Zulqarnaın RM, Saeed M, Ali B, Abdal S, Saqlaın M, Ahamad Mİ, Zafar Z (September 1, 2020) Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems. Journal of New Theory 32 40–50.
IEEE
[1]R. M. Zulqarnaın et al., “Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems”, JNT, no. 32, pp. 40–50, Sept. 2020, [Online]. Available: https://izlik.org/JA84SF54ZN
ISNAD
Zulqarnaın, Rana Muhammad - Saeed, Muhammad - Ali, Bagh - Abdal, Sohaib - Saqlaın, Muhammad - Ahamad, Muhammad İrfan - Zafar, Zeeshan. “Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems”. Journal of New Theory. 32 (September 1, 2020): 40-50. https://izlik.org/JA84SF54ZN.
JAMA
1.Zulqarnaın RM, Saeed M, Ali B, Abdal S, Saqlaın M, Ahamad Mİ, Zafar Z. Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems. JNT. 2020;:40–50.
MLA
Zulqarnaın, Rana Muhammad, et al. “Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems”. Journal of New Theory, no. 32, Sept. 2020, pp. 40-50, https://izlik.org/JA84SF54ZN.
Vancouver
1.Rana Muhammad Zulqarnaın, Muhammad Saeed, Bagh Ali, Sohaib Abdal, Muhammad Saqlaın, Muhammad İrfan Ahamad, Zeeshan Zafar. Generalized Fuzzy TOPSIS to Solve Multi-Criteria Decision-Making Problems. JNT [Internet]. 2020 Sep. 1;(32):40-5. Available from: https://izlik.org/JA84SF54ZN

 

TR Dizin 26024
 
Electronic Journals Library 13651
 
                                EBSCO 36309                                     DOAJ 33468
Scilit 20865                                                         SOBİAD 30256

 

29324 JNT is licensed under a Creative Commons Attribution-NonCommercial 4.0 International Licence (CC BY-NC)
 

The Journal of New Theory's website content and procedures are publicly accessible under the CC BY-NC license; commercial use requires our permission.