Decision support system based on fuzzy credibility Dombi aggregation operators and modified TOPSIS method

Author:

Qiyas Muhammad1,Madrar Talha1,Khan Saifullah1,Abdullah Saleem1,Botmart Thongchai2,Jirawattanapaint Anuwat3

Affiliation:

1. Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP, Pakistan

2. Department of Mathematics, Faculty of Science, Khon Kean University, Khon Kaen 40002, Thailand

3. Department of Mathematics, Faculty of Science, Phuket Rajabhat University (PKRU), Thailand

Abstract

<abstract><p>The operational law plays an important role in the aggregation operator for group decision system. The aggregation information has high influence in aggregating group decision information. Therefore, the main objective of the proposed work is to develop some operational laws as aggregation operator for fuzzy credibility numbers based on Dombi norms. Dombi operations can benefit from the best operational parameter flexibility. To the best of our knowledge, Dombi operations have so far not been used in for fuzzy credibility numbers (FCNs). Using these Dombi t-norm and t-conorm to define some different fuzzy credibility aggregation operators. i.e., fuzzy credibility Dombi weighted averaging (FCDWA) operator, fuzzy credibility Dombi ordered weighted averaging (FCDOWA) operator, fuzzy credibility Dombi hybrid weighted averaging (FCDHWA) operator. Next, we used TOPSIS method procedure for multi-attribute grouped decision-making (MAGDM). Finally, we provided an example, as well as a discussion of the comparative result analysis, to ensure that their findings are credible and practical.</p></abstract>

Publisher

American Institute of Mathematical Sciences (AIMS)

Subject

General Mathematics

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