An Intelligent MCGDM Model in Green Suppliers Selection Using Interactional Aggregation Operators for Interval-Valued Pythagorean Fuzzy Soft Sets

被引:4
|
作者
Zulqarnain, Rana Muhammad [1 ]
Ma, Wen-Xiu [1 ,2 ,3 ]
Siddique, Imran [4 ]
Ahmad, Hijaz [5 ,6 ]
Askar, Sameh [7 ]
机构
[1] Zhejiang Normal Univ, Sch Math Sci, Jinhua 321004, Peoples R China
[2] Univ S Florida, Dept Math & Stat, Tampa, FL 33620 USA
[3] North West Univ, Sch Math & Stat Sci, Mafikeng Campus, ZA-2735 Mmabatho, South Africa
[4] Univ Sargodha, Dept Math, Sargodha 40100, Pakistan
[5] Int Telematic Univ Uninettuno, Sect Math, Corso Vittorio Emanuele II, I-00186 Rome, Italy
[6] Near East Univ, Operat Res Ctr Healthcare, TR-99138 Nicosia, Turkiye
[7] King Saud Univ, Coll Sci, Dept Stat & Operat Res, Riyadh 11451, Saudi Arabia
来源
关键词
Interval-valued Pythagorean fuzzy soft set; IVPFSIWA operator; IVPFSIWG operator; MCGDM; SCM; CRITERIA DECISION-MAKING;
D O I
10.32604/cmes.2023.030687
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Green supplier selection is an important debate in green supply chain management (GSCM), attracting global attention from scholars, especially companies and policymakers. Companies frequently search for new ideas and strategies to assist them in realizing sustainable development. Because of the speculative character of human opinions, supplier selection frequently includes unreliable data, and the interval-valued Pythagorean fuzzy soft set (IVPFSS) provides an exceptional capacity to cope with excessive fuzziness, inconsistency, and inexactness through the decision-making procedure. The main goal of this study is to come up with new operational laws for interval-valued Pythagorean fuzzy soft numbers (IVPFSNs) and create two interaction operators-the interval valued Pythagorean fuzzy soft interaction weighted average (IVPFSIWA) and the interval-valued Pythagorean fuzzy soft interaction weighted geometric (IVPFSIWG) operators, and analyze their properties. These operators are highly advantageous in addressing uncertain problems by considering membership and non-membership values within intervals, providing a superior solution to other methods. Moreover, specialist judgments were calculated by the MCGDM technique, supporting the use of interaction AOs to regulate the interdependence and fundamental partiality of green supplier assessment aspects. Lastly, a statistical clarification of the planned method for green supplier selection is presented.
引用
收藏
页码:1829 / 1862
页数:34
相关论文
共 50 条
  • [21] Interval-valued Fuzzy Sets in Soft Computing
    Bustince, Humberto
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (02) : 215 - 222
  • [22] On Interval-Valued Hesitant Fuzzy Soft Sets
    Zhang, Haidong
    Xiong, Lianglin
    Ma, Weiyuan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [23] Entropy on intuitionistic fuzzy soft sets and on interval-valued fuzzy soft sets
    Jiang, Yuncheng
    Tang, Yong
    Liu, Hai
    Chen, Zhenzhou
    INFORMATION SCIENCES, 2013, 240 : 95 - 114
  • [24] Some induced generalized geometric aggregation operators based on interval-valued Pythagorean fuzzy numbers
    Khaista Rahman
    Saleem Abdullah
    Mathematical Sciences, 2020, 14 : 397 - 407
  • [25] Interval-valued Pythagorean fuzzy interaction aggregation operators and their application in multiple attribute decision making
    Yang, Wei
    Pang, Yongfeng
    DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 : 165 - 172
  • [26] Aggregation Operators for Interval-Valued Pythagorean Fuzzy Hypersoft Set with Their Application to Solve MCDM Problem
    Zulqarnain, Rana Muhammad
    Siddique, Imran
    Ali, Rifaqat
    Jarad, Fahd
    Iampan, Aiyared
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2023, 135 (01): : 619 - 651
  • [27] Complex Pythagorean Normal Interval-Valued Fuzzy Aggregation Operators for Solving Medical Diagnosis Problem
    Palanikumar, Murugan
    Kausar, Nasreen
    Pamucar, Dragan
    Khan, Salma
    Shah, Mohd Asif
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2024, 17 (01)
  • [28] Generalized interval-valued Pythagorean fuzzy aggregation operators and their application to group decision-making
    Khaista Rahman
    Saleem Abdullah
    Granular Computing, 2019, 4 : 15 - 25
  • [29] Some induced generalized geometric aggregation operators based on interval-valued Pythagorean fuzzy numbers
    Rahman, Khaista
    Abdullah, Saleem
    MATHEMATICAL SCIENCES, 2020, 14 (04) : 397 - 407
  • [30] Continuous interval-valued Pythagorean fuzzy aggregation operators for multiple attribute group decision making
    Wang, Lei
    Li, Na
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (06) : 6245 - 6263