New optimization technique for group decision analysis with complex Pythagorean fuzzy sets

Author:

Akram Muhammad1,Zahid Kiran1,Kahraman Cengiz2

Affiliation:

1. Department of Mathematics, University of the Punjab, New Campus, Lahore, Pakistan

2. Istanbul Technical University, Industrial Engineering Department, Macka, Istanbul, Turkey

Abstract

The striking theory of ELECTRE III approach, being a marvelous strategy to deal with pseudo criterion, prevails over the traditional variants of ELECTRE method and other decision-making approaches for veracious decision-making. The noticeable efficiency and broader space of complex Pythagorean fuzzy model make it more significant and dominant for modeling two dimensional imprecise knowledge. The remarkable contribution of this study is to present a high aptitude variant of ELECTRE method by taking the advantage of the flexible structure of complex Pythagorean fuzzy sets closely following the outranking principles of ELECTRE III method. The proposed complex Pythagorean fuzzy ELECTRE III method is accredited to employ the theory of ELECTRE III technique to excellently deal with pseudo criterion as well as the two dimensional imprecise data for authentic decision-making. The proposed methodology uses three different threshold values, including preference, indifference and veto threshold values, to check the preference relation between alternatives. The presented strategy is applied to a case study for material selection to get the befitting decision. The comparative study with Pythagorean fuzzy ELECTRE III method is also included in this article to verify its decision-making aptitude.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference47 articles.

1. ELECTRE III: Aknowledge-driven method for integration of geophysical data withgeological and geochemical data in mineral prospectivity mapping;Abedi;Journal of Applied Geophysics,2012

2. Multi-criterion intelligentdecision support system for COVID-19;Aggarwal;Applied Soft Computing,2021

3. Extensions of ELECTRE-I and TOPSIS methods for group decision-making under complex Pythagorean fuzzyenvironment;Akram;Iranian Journal of Fuzzy Systems,2020

4. Two-phase groupdecision-aiding system using ELECTRE III method in Pythagorean fuzzyenvironment;Akram;Arabian Journal for Science and Engineering,2021

5. Group decision-making based oncomplex spherical fuzzy VIKOR approach;Akram;Knowledge-Based Systems,2021

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