A novel multiple-attribute decision making method based on power Muirhead mean operator under normal wiggly hesitant fuzzy environment

被引:6
作者
Liu, Zhengmin [1 ]
Li, Lin [1 ]
Wang, Xinya [1 ]
Liu, Peide [1 ]
机构
[1] Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Normal wiggly hesitant fuzzy sets; power average; Muirhead mean; multiple-attribute decision making; AGGREGATION; ASSESSMENTS; SCALE;
D O I
10.3233/JIFS-191110
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A normal wiggly hesitant fuzzy set (NWHFS) is viewed as a powerful and useful tool to dig the potential uncertainty of decision makers (DMs) in the process of expressing their preferences, which can be regarded as an extended form of the traditional hesitant fuzzy set (HFS). The NWHFSs have the ability of both reserving the original hesitant fuzzy information completely and exploring potential fuzziness of DMs, which assist the DMs in advancing the decision-making efficiency and derive the reasonable ranking orders finally. To fully exert the strengths of the combined power average and Muirhead mean operators, based on the proposed distance measure of normal wiggly hesitant fuzzy elements (NWHFEs), we extend the power Muirhead mean (PMM) to the normal wiggly hesitant fuzzy environment and develop the normal wiggly hesitant fuzzy PMM (NWHFPMM) and its weighted form included. After that, several representative cases and attractive properties of the proposed normal wiggly hesitant fuzzy operators are investigated in depth. Finally, a novel MADM method for solving normal wiggly hesitant fuzzy decision-making problems is developed, then a numerical example is performed to analyze the strengths of our proposed method, which in the way of comparing with other existing studies.
引用
收藏
页码:7003 / 7023
页数:21
相关论文
共 35 条
  • [1] [Anonymous], 1903, Proc. Eedinburgh Math. Soc., DOI DOI 10.1017/S001309150003460X
  • [2] INTUITIONISTIC FUZZY-SETS
    ATANASSOV, KT
    [J]. FUZZY SETS AND SYSTEMS, 1986, 20 (01) : 87 - 96
  • [3] Connecting the linguistic hierarchy and the numerical scale for the 2-tuple linguistic model and its use to deal with hesitant unbalanced linguistic information
    Dong, Yucheng
    Li, Cong-Cong
    Herrera, Francisco
    [J]. INFORMATION SCIENCES, 2016, 367 : 259 - 278
  • [4] Operations on type-2 fuzzy sets
    Karnik, NN
    Mendel, JM
    [J]. FUZZY SETS AND SYSTEMS, 2001, 122 (02) : 327 - 348
  • [5] Personalized individual semantics based on consistency in hesitant linguistic group decision making with comparative linguistic expressions
    Li, Cong-Cong
    Rodriguez, Rosa M.
    Martinez, Luis
    Dong, Yucheng
    Herrera, Francisco
    [J]. KNOWLEDGE-BASED SYSTEMS, 2018, 145 : 156 - 165
  • [6] Linear programming method for multiattribute group decision making using IF sets
    Li, Deng-Feng
    Chen, Guo-Hong
    Huang, Zhi-Gang
    [J]. INFORMATION SCIENCES, 2010, 180 (09) : 1591 - 1609
  • [7] Can job autonomy attenuate the effect of depression on employees' well-being? It may depend on culture
    Li, Liman Man Wai
    [J]. JOURNAL OF MENTAL HEALTH, 2019, 28 (02) : 181 - 188
  • [8] Interval type-2 fuzzy logic systems: Theory and design
    Liang, QL
    Mendel, JM
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2000, 8 (05) : 535 - 550
  • [9] RANKING RANGE BASED APPROACH TO MADM UNDER INCOMPLETE CONTEXT AND ITS APPLICATION IN VENTURE INVESTMENT EVALUATION
    Liu, Yating
    Zhang, Hengjie
    Wu, Yuzhu
    Dong, Yucheng
    [J]. TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2019, 25 (05) : 877 - 899
  • [10] Multiple attribute decision-making method for dealing with heterogeneous relationship among attributes and unknown attribute weight information under q-rung orthopair fuzzy environment
    Liu, Zhengmin
    Liu, Peide
    Liang, Xia
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (09) : 1900 - 1928