Natural gas based on combined fuzzy TOPSIS technique and entropy

Aliya Fahmi; Aziz Khan; Thabet Abdeljawad; Manar A Alqudah

doi:10.1016/j.heliyon.2023.e23391

Natural gas based on combined fuzzy TOPSIS technique and entropy

Heliyon. 2023 Dec 12;10(1):e23391. doi: 10.1016/j.heliyon.2023.e23391. eCollection 2024 Jan 15.

Authors

Aliya Fahmi¹, Aziz Khan², Thabet Abdeljawad^{2

3

4}, Manar A Alqudah⁵

Affiliations

¹ Department of Mathematics, The University of Faisalabad, Faisalabad, Pakistan.
² Department of Mathematics and Sciences, Prince Sultan University, P.O. Box 6683, 11586, Riyadh, Saudi Arabia.
³ Department of Medical Research, China Medical University, Taichung, 40402, Taiwan.
⁴ Department of Mathematics and Applied Mathematics, Sefako Makgatho Health Sciences University, Garankuwa, Medusa, 0204, South Africa.
⁵ Department of Mathematical Sciences, Faculty of Sciences, Princes Nourah bint Abdulrahman Univeristy, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.

Abstract

In the present study we have presented the notion of FUZZY BAYESIAN DECISION TECHNIQUE and combined the idea of the Fuzzy TOPSIS technique and entropy. We define the new ideas of fuzzy TOPSIS technique and entropy. So, we introduce the TOPSIS method and entropy, and the weights of the DMs are used. We proposed an MCDM technique based on TOPSIS and entropy. We focus on parameter different solutions of Fuzzy TOPSIS Positive ideal and Negative ideal solutions efficient decision making. Also, we provide a numerical example to elucidate the proposed technique stage by stage. Lastly, we compare the explanations of the current problem with the many existing MCGDM approaches to deliver the skills and rationality of the offered technique. We also provide a sensitivity study by shifting the entropy to establish the weights of the criteria underneath the dominant entropy measure meaning.

Keywords: Fuzzy TOPSIS technique; Multi-criteria analysis; Natural gas.