Research Articles

Multi-criteria decision-making method based on an interval-valued Pythagorean triangular fuzzy linguistic set

Expand
  • School of Management, Shanghai University, Shanghai 200444, China

Received date: 2018-11-27

  Online published: 2021-02-28

Abstract

To improve the accuracy of information descriptions in uncertain environments, an interval-valued Pythagorean triangular fuzzy linguistic set is proposed, and basic theories of interval-valued Pythagorean triangular fuzzy linguistic variables (IVPTrFLVs) are critically examined. In addition, an improved combinative distance-based assessment (CODAS) method for solving multi-criteria decision-making problems is developed. First, this study defines the IVPTrFLVs, operational rules, score function, accuracy function, and the formulas for calculating Hamming, Euclidean, and Taxicab distances. An IVPTrFL weighted arithmetic averaging (IVPTrFLPWAA) operator is proposed. Then, by calculating the relative importance coefficient of criteria weight, the study establishes an improved CODAS method based on IVPTrFLVs. Finally, the validity and stability of the proposed method are verified through an example.

Cite this article

DING Xuefeng, ZHONG Junhui . Multi-criteria decision-making method based on an interval-valued Pythagorean triangular fuzzy linguistic set[J]. Journal of Shanghai University, 2021 , 27(1) : 190 -207 . DOI: 10.12066/j.issn.1007-2861.2175

References

[1] Zadeh L A. Fuzzy sets[J]. Information and Control, 1965,8(3):338-353.
[2] Atanassov K T, Rangasamy P. Intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems, 1986,20(1):87-96.
[3] Yager R R. Pythagorean membership grades in multi-criteria decision making[J]. IEEE Transactions on Fuzzy Systems, 2014,22(4):958-965.
[4] Herrera F, Herrera V E, Verdegay J L. A model of consensus in group decision making under linguistic assessment[J]. Fuzzy Sets and Systems, 1996,79(1):73-87.
[5] Liu C, Tanga G, Liu B P. An approach to multi-criteria group decision making with unknown weight information based on Pythagorean fuzzy uncertain linguistic aggregation operators[J]. Mathematical Problems in Engineering, 2017,5:1-18.
[6] 杜玉琴, 侯福均, 翟玉冰, 等. Pythagorean 三角模糊语言 Hamacher 集结算子及其应用[J]. 运筹与管理, 2018,27(3):104-112.
[6] Du Y Q, Hou F J, Zai Y B, et al. Pythagorean triangular fuzzy linguistic hamacher aggregation operators and their appli cation[J]. Operations Research and Management Science, 2018,27(3):104-112.
[7] Liu P D. Some geometric aggregation operators based on interval intuitionistic uncertain linguistic variables and their application to group decision making[J]. Applied Mathematical Modeling, 2013,37(4):2430-2444.
[8] Zhang X. Multicriteria Pythagorean fuzzy decision analysis: a hierarchical QUALIFLEX approach with the closeness index-based ranking methods[J]. Information Sciences, 2016,330:104-124.
[9] Ghorabaee M K, Zavadskas E K, Turskis Z, et al. A new combinative distance-based assessment (CODAS) method for multi-criteria decision-making[J]. Economic Computation $\&$ Economic Cybernetics Studies $\&$ Research, 2016,50(3):25-44.
[10] Ghorabaee M K, Amiri M, Zavadskas E K, et al. Fuzzy extension of the CODAS method for multi-criteria market segment evaluation[J]. Journal of Business Economics $\&$ Management, 2018,18(1):1-19.
[11] Roy A, Chatterjee P, Chakraborty S, et al. An integrated entropy-combinative distance-based assessment (CODAS) method for aerospace material selection[C] // National Conference on Advanced Materials, Manufacturing and Metrology. 2018.
[12] Yager R R. Generalized OWA aggregation operator[J]. Fuzzy Optimization and Decision Making, 2004,3(1):93-107.
[13] Yager R R. Prioritized aggregation operators[J]. International Journal of Approximate Reasoning, 2008,48(1):263-274.
[14] Geng Y, Liu P D, Teng F, et al. Pythagorean fuzzy uncertain linguistic TODIM method and their application to multiple criteria group decision making[J]. Journal of Intelligent $\&$ Fuzzy Systems, 2017,33(6):3383-3395.
[15] Peng X D, Yong Y. Multiple attribute group decision making methods based on Pythagorean fuzzy linguistic set[J]. Computer Engineering $\&$ Applications, 2016,52(23):50-54.
Outlines

/