Induced simplified neutrosophic correlated aggregation operators for multi-criteria group decision-making

被引:6
|
作者
Sahin, Ridvan [1 ]
Zhang, Hong-yu [2 ]
机构
[1] Gumushane Univ, Fac Engn & Nat Sci, Dept Engn Math, Gumushane, Turkey
[2] Cent South Univ, Sch Business, Changsha, Hunan, Peoples R China
关键词
Choquet integral; multi-criteria group decision-making; simplified neutrosophic numbers; induced correlated aggregation operator; CORRELATION-COEFFICIENT; SIMILARITY; ENTROPY; SETS;
D O I
10.1080/0952813X.2018.1430857
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Induced Choquet integral is a powerful tool to deal with imprecise or uncertain nature. This study proposes a combination process of the induced Choquet integral and neutrosophic information. We first give the operational properties of simplified neutrosophic numbers (SNNs). Then, we develop some new information aggregation operators, including an induced simplified neutrosophic correlated averaging (I-SNCA) operator and an induced simplified neutrosophic correlated geometric (I-SNCG) operator. These operators not only consider the importance of elements or their ordered positions, but also take into account the interactions phenomena among decision criteria or their ordered positions under multiple decision-makers. Moreover, we present a detailed analysis of I-SNCA and I-SNCG operators, including the properties of idempotency, commutativity and monotonicity, and study the relationships among the proposed operators and existing simplified neutrosophic aggregation operators. In order to handle the multi-criteria group decision-making (MCGDM) situations where the weights of criteria and decision-makers usually correlative and the criterion values are considered as SNNs, an approach is established based on I-SNCA operator. Finally, a numerical example is presented to demonstrate the proposed approach and to verify its effectiveness and practicality.
引用
收藏
页码:279 / 292
页数:14
相关论文
共 50 条
  • [1] Possibility-induced simplified neutrosophic aggregation operators and their application to multi-criteria group decision-making
    Sahin, Ridvan
    Liu, Peide
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2017, 29 (04) : 769 - 785
  • [2] Interval neutrosophic multi-criteria group decision-making based on Aczel–Alsina aggregation operators
    Mesut Karabacak
    Computational and Applied Mathematics, 2023, 42
  • [3] Simplified neutrosophic sets and their applications in multi-criteria group decision-making problems
    Peng, Juan-juan
    Wang, Jian-qiang
    Wang, Jing
    Zhang, Hong-yu
    Chen, Xiao-hong
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2016, 47 (10) : 2342 - 2358
  • [4] Interval neutrosophic multi-criteria group decision-making based on Aczel-Alsina aggregation operators
    Karabacak, Mesut
    COMPUTATIONAL & APPLIED MATHEMATICS, 2023, 42 (03):
  • [5] Single-valued neutrosophic fairly aggregation operators with multi-criteria decision-making
    Riaz, Muhammad
    Farid, Hafiz Muhammad Athar
    Ashraf, Shahzaib
    Kamaci, Hueseyin
    COMPUTATIONAL & APPLIED MATHEMATICS, 2023, 42 (03):
  • [6] Single-valued neutrosophic fairly aggregation operators with multi-criteria decision-making
    Muhammad Riaz
    Hafiz Muhammad Athar Farid
    Shahzaib Ashraf
    Hüseyin Kamacı
    Computational and Applied Mathematics, 2023, 42
  • [7] Multi-valued Neutrosophic Sets and Power Aggregation Operators with Their Applications in Multi-criteria Group Decision-making Problems
    Juan-juan Peng
    Jian-qiang Wang
    Xiao-hui Wu
    Jing Wang
    Xiao-hong Chen
    International Journal of Computational Intelligence Systems, 2015, 8 : 345 - 363
  • [8] Multi-valued Neutrosophic Sets and Power Aggregation Operators with Their Applications in Multi-criteria Group Decision-making Problems
    Peng, Juan-juan
    Wang, Jian-qiang
    Wu, Xiao-hui
    Wang, Jing
    Chen, Xiao-hong
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2015, 8 (02) : 345 - 363
  • [9] A NOVEL MULTI-CRITERIA GROUP DECISION-MAKING APPROACH USING SIMPLIFIED NEUTROSOPHIC INFORMATION
    Peng, Juan-Juan
    Wang, Jian-Qiang
    Yang, Li-Jun
    Qian, Jie
    INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2017, 7 (04) : 355 - 376
  • [10] Multi-criteria decision-making based on generalized prioritized aggregation operators under simplified neutrosophic uncertain linguistic environment
    Zhang-peng Tian
    Jing Wang
    Hong-yu Zhang
    Jian-qiang Wang
    International Journal of Machine Learning and Cybernetics, 2018, 9 : 523 - 539