A q-rung orthopair fuzzy MARCOS method using novel score function and its application to solid waste management

被引:0
作者
Jawad Ali
机构
[1] Quaid-i-Azam University,Department of Mathematics
[2] Kohat University of Science and Technology,Institute of Numerical Sciences
来源
Applied Intelligence | 2022年 / 52卷
关键词
Score function; q-rung orthopair fuzzy set; CRITIC; MARCOS; Solid waste management;
D O I
暂无
中图分类号
学科分类号
摘要
The main purpose of the current study is to explore a novel q-rung orthopair fuzzy score function and extend the measurement of alternatives and ranking according to the compromise solution (MARCOS) method with unknown weight information to the context of q-rung orthopair fuzzy numbers (q-ROFNs). For this, first, the drawbacks of the existing score functions are highlighted via several solid examples. Then, to fill the gaps of the existing ones, a novel score function and its relevant characteristics are delineated. To determine the objective weights of criteria, q-rung orthopair fuzzy criteria importance through intercriteria correlation (CRITIC) method is modeled based on the derived weights of decision-makers (DMs), standard deviation, and correlation coefficient. Following that, the q-rung orthopair fuzzy MARCOS approach is established to cope with multi-criteria group decision-making (MCGDM) problems. Later, a case study of solid waste management is addressed to show the practicality of the presented method. Lastly, the derived results are validated through three phases: two sensitivity analyses, rank reversal phenomena, and comparative analysis.
引用
收藏
页码:8770 / 8792
页数:22
相关论文
共 215 条
  • [1] Zadeh L(1965)Intuitionistic fuzzy sets Fuzzy Sets Inf Control 8 338-353
  • [2] Atanassov K(1986)Pythagorean membership grades in multicriteria decision making Fuzzy Sets Syst 20 87-96
  • [3] Yager RR(2013)A novel multi-attribute group decision-making approach in the framework of proportional dual hesitant fuzzy sets IEEE Trans Fuzzy Syst 22 958-965
  • [4] Bashir Z(2019)Weighted interval-valued dual-hesitant fuzzy sets and its application in teaching quality assessment Appl Sci 9 1232-3530
  • [5] Bashir Y(2021)Intuitionistic fuzzy sets Soft Comput 25 3503-96
  • [6] Rashid T(1986)Information fusion for intuitionistic fuzzy decision making: an overview Fuzzy Sets Syst 20 87-23
  • [7] Ali J(2016)A new method for intuitionistic fuzzy multiattribute decision making Inf Fusion 28 10-1179
  • [8] Gao W(2015)Another view on generalized intuitionistic fuzzy soft sets and related multiattribute decision making methods IEEE Trans Syst Man Cybern Syst 46 1167-488
  • [9] Ali J(2018)Lexicographic orders of intuitionistic fuzzy values and their relationships IEEE Trans Fuzzy Syst 27 474-1219
  • [10] Bashir Z(2019)Symmetric pythagorean fuzzy weighted geometric/averaging operators and their application in multicriteria decision-making problems Mathematics 7 166-4406