Generalized MULTIMOORA method and Dombi prioritized weighted aggregation operators based on T-spherical fuzzy sets and their applications

被引:48
|
作者
Mahmood, Tahir [1 ]
Warraich, Muhammad S. [1 ]
Ali, Zeeshan [1 ]
Pamucar, Dragan [2 ]
机构
[1] Int Islamic Univ Islamabad, Dept Math & Stat, Islamabad, Pakistan
[2] Univ Def Belgrade, Mil Acad, Dept Logist, Pavla Juris Sturma 33, Belgrade 11000, Serbia
关键词
decision making problems; Dombi prioritized weighted aggregation operators; generalized MULTIMOORA method; T-spherical fuzzy sets; SIMILARITY MEASURES; DISTANCE;
D O I
10.1002/int.22474
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this manuscript, the technique of the generalized MULTIMOORA method is investigated by using the concept of a T-spherical fuzzy set (T-SFS), which is the modified idea of a picture fuzzy set to handle awkward and vague information in daily life problems. T-SFS covers the degree of truth, abstinence, and falsity with a rule that the sum of the qth-powers of all degrees is restricted to the unit interval. Moreover, for examining the interrelationships among any number of T-SFSs, we construct the idea of T-spherical fuzzy Dombi prioritized weighted arithmetic (T-SFDPWA) aggregation operators, T-spherical fuzzy Dombi prioritized arithmetic, T-spherical fuzzy Dombi prioritized geometric, and T-spherical fuzzy Dombi prioritized weighted geometric (T-SFDPWG) aggregation operators are given. Then, the basic properties of T-SFDPWA and T-SFDPWG aggregation operators are investigated and discussed in some of their cases. The investigated operators based on T-SFS are utilized in the environment of multiattribute decision-making problems to find the consistency and proficiency of the developed operators. In last, we illustrated some numerical examples based on explored operators is to examine the reliability and validity of the investigated operators with the help of comparative analysis and graphical representations with some existing ideas to show the presented approaches are extensive powerful.
引用
收藏
页码:4659 / 4692
页数:34
相关论文
共 50 条
  • [31] The generalized dice similarity measures for comprehensive evaluation of graphic design effects based on color psychology with t-spherical fuzzy sets
    Zheng, Yunchao
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (04) : 6413 - 6427
  • [32] Correlation coefficients for T-spherical fuzzy sets and their applications in clustering and multi-attribute decision making
    Kifayat Ullah
    Harish Garg
    Tahir Mahmood
    Naeem Jan
    Zeeshan Ali
    Soft Computing, 2020, 24 : 1647 - 1659
  • [33] Interaction Power Bonferroni Mean Aggregation Operators Based on T-Spherical Fuzzy Information and Their Application in Multi-attribute Decision Making
    Maria Akram
    Haolun Wang
    Harish Garg
    Kifayat Ullah
    International Journal of Fuzzy Systems, 2023, 25 : 2665 - 2683
  • [34] Interaction Power Bonferroni Mean Aggregation Operators Based on T-Spherical Fuzzy Information and Their Application in Multi-attribute Decision Making
    Akram, Maria
    Wang, Haolun
    Garg, Harish
    Ullah, Kifayat
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2023, 25 (07) : 2665 - 2683
  • [35] Evaluation of Investment Policy Based on Multi-Attribute Decision-Making Using Interval Valued T-Spherical Fuzzy Aggregation Operators
    Ullah, Kifayat
    Hassan, Nasruddin
    Mahmood, Tahir
    Jan, Naeem
    Hassan, Mazlan
    SYMMETRY-BASEL, 2019, 11 (03):
  • [36] 3D seismic analysis of mine planning using Aczel-Alsina aggregation operators based on T-spherical fuzzy information
    Ma, Lijun
    Javed, Kinza
    Ali, Zeeshan
    Tehreem, Tehreem
    Yin, Shi
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [37] New aggregation operators on group-based generalized intuitionistic fuzzy soft sets
    Hayat, Khizar
    Tariq, Zalishta
    Lughofer, Edwin
    Aslam, M. Fahim
    SOFT COMPUTING, 2021, 25 (21) : 13353 - 13364
  • [38] Similarity Measures Based on T-Spherical Fuzzy Information with Applications to Pattern Recognition and Decision Making
    Abid, Muhammad Nabeel
    Yang, Miin-Shen
    Karamti, Hanen
    Ullah, Kifayat
    Pamucar, Dragan
    SYMMETRY-BASEL, 2022, 14 (02):
  • [39] A Multi-Attribute Decision Making Process with Immediate Probabilistic Interactive Averaging Aggregation Operators of T-Spherical Fuzzy Sets and Its Application in the Selection of Solar Cells
    Zeng, Shouzhen
    Garg, Harish
    Munir, Muhammad
    Mahmood, Tahir
    Hussain, Azmat
    ENERGIES, 2019, 12 (23)
  • [40] Correlation coefficients for T-spherical fuzzy sets and their applications in pattern analysis and multi-attribute decision-making
    Muhammad Saad
    Ayesha Rafiq
    Granular Computing, 2023, 8 : 851 - 862