Fuzzy group decision-making with generalized probabilistic OWA operators

被引:12
|
作者
Merigo, Jose M. [1 ,2 ]
Casanovas, Montserrat [2 ]
Xu, Yejun [3 ]
机构
[1] Univ Manchester, Manchester Business Sch, Manchester M15 6PB, Lancs, England
[2] Univ Barcelona, Dept Business Adm, Barcelona, Spain
[3] Hohai Univ, Res Inst Management Sci, Sch Business, Nanjing, Jiangsu, Peoples R China
关键词
Decision making; fuzzy numbers; OWA operator; probabilities; fuzzy group decision-making; AGGREGATION OPERATORS; DISTANCE MEASURES;
D O I
10.3233/IFS-131036
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new fuzzy group decision-making approach by using probabilities and ordered weighted averages (OWA). Thus, we are able to assess the problem considering probabilistic information and the attitudinal character of the decision maker. For doing so, the fuzzy generalized probabilistic OWA (FGPOWA) operator is presented. It is an aggregation operator that unifies the probability and the OWA operator considering the degree of importance that each concept has in the aggregation. It also uses fuzzy numbers that deal with uncertain environments where the available information is imprecise. Moreover, it includes a wide range of particular cases including the fuzzy generalized probabilistic aggregation, the fuzzy POWA operator and the fuzzy GOWA operator. A further generalization to this approach is presented by using quasi-arithmetic means forming the fuzzy quasi-arithmetic POWA (Quasi-FPOWA) operator. An application in fuzzy group decision making is developed by using the multi-person - FGPOWA (MP-FGPOWA) operator.
引用
收藏
页码:783 / 792
页数:10
相关论文
共 50 条
  • [21] Fuzzy group decision-making based on variable weighted averaging operators
    Li, Deqing
    Zeng, Wenyi
    Li, Junhong
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 1416 - 1421
  • [22] Complex Cubic Fuzzy Aggregation Operators With Applications in Group Decision-Making
    Zhou, Xiaoqiang
    Deng, Yameng
    Huang, Zichang
    Yan, Feng
    Li, Wu
    [J]. IEEE ACCESS, 2020, 8 : 223869 - 223888
  • [23] INTUITIONISTIC FUZZY DECISION-MAKING WITH SIMILARITY MEASURES AND OWA OPERATOR
    Su, Weihua
    Yang, Yong
    Zhang, Chonghui
    Zeng, Shouzhen
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2013, 21 (02) : 245 - 262
  • [24] Knowledge aggregation in decision-making process with C-fuzzy random forest using OWA operators
    Łukasz Gadomer
    Zenon A. Sosnowski
    [J]. Soft Computing, 2019, 23 : 3741 - 3755
  • [25] Knowledge aggregation in decision-making process with C-fuzzy random forest using OWA operators
    Gadomer, Lukasz
    Sosnowski, Zenon A.
    [J]. SOFT COMPUTING, 2019, 23 (11) : 3741 - 3755
  • [26] On OWA Linear Operators for Decision Making
    Cables Perez, E. H.
    Lamata, M. T.
    Pelta, D.
    Verdegay, J. L.
    [J]. FUZZY INFORMATION AND ENGINEERING, 2018, 10 (01) : 80 - 90
  • [27] The Fuzzy Generalized OWA Operator and Its Application in Strategic Decision Making
    Merigo, Jose M.
    Casanovas, Montserrat
    [J]. CYBERNETICS AND SYSTEMS, 2010, 41 (05) : 359 - 370
  • [28] A linguistic modeling of consensus in group decision making based on OWA operators
    Bordogna, G
    Fedrizzi, M
    Pasi, G
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1997, 27 (01): : 126 - 132
  • [29] Generalized Hesitant Fuzzy Harmonic Mean Operators and Their Applications in Group Decision Making
    Zhao, Hua
    Xu, Zeshui
    Cui, Feng
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2016, 18 (04) : 685 - 696
  • [30] Generalized Fuzzy Bonferroni Harmonic Mean Operators and Their Applications in Group Decision Making
    Park, Jin Han
    Park, Eun Jin
    [J]. JOURNAL OF APPLIED MATHEMATICS, 2013,