Fuzzy induced generalized aggregation operators and its application in multi-person decision making

被引:146
|
作者
Merigo, Jose M. [1 ]
Gil-Lafuente, Anna M. [1 ]
机构
[1] Univ Barcelona, Dept Business Adm, Barcelona 08034, Spain
关键词
Aggregation operator; OWA operator; Fuzzy numbers; Multi-person decision making; OWA OPERATOR; MODEL;
D O I
10.1016/j.eswa.2011.02.023
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a wide range of fuzzy induced generalized aggregation operators such as the fuzzy induced generalized ordered weighted averaging (FIGOWA) and the fuzzy induced quasi-arithmetic OWA (Quasi-FIOWA) operator. They are aggregation operators that use the main characteristics of the fuzzy OWA (FOWA) operator, the induced OWA (IOWA) operator and the generalized (or quasi-arithmetic) OWA operator. Therefore, they use uncertain information represented in the form of fuzzy numbers, generalized (or quasi-arithmetic) means and order inducing variables. The main advantage of these operators is that they include a wide range of mean operators such as the FOWA, the IOWA, the induced Quasi-OWA, the fuzzy IOWA, the fuzzy generalized mean and the fuzzy weighted quasi-arithmetic average (Quasi-FWA). We further generalize this approach by using Choquet integrals, obtaining the fuzzy induced quasi-arithmetic Choquet integral aggregation (Quasi-FICIA) operator. We also develop an application of the new approach in a strategic multi-person decision making problem. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:9761 / 9772
页数:12
相关论文
共 50 条
  • [1] Fuzzy Multi-Person Decision Making with Fuzzy Probabilistic Aggregation Operators
    Merigo, Jose M.
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2011, 13 (03) : 163 - 174
  • [2] PROBABILISTIC AGGREGATION OPERATORS AND THEIR APPLICATION IN UNCERTAIN MULTI-PERSON DECISION-MAKING
    Merigo, Jose M.
    Wei, Guiwu
    [J]. TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2011, 17 (02) : 335 - 351
  • [3] Fuzzy Generalized Hybrid Aggregation Operators and its Application in Fuzzy Decision Making
    Merigo, Jose M.
    Casanovas, Montserrat
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2010, 12 (01) : 15 - 24
  • [4] The induced generalized aggregation operators for intuitionistic fuzzy sets and their application in group decision making
    Xu, Yejun
    Wang, Huimin
    [J]. APPLIED SOFT COMPUTING, 2012, 12 (03) : 1168 - 1179
  • [5] Group Generalized Pythagorean Fuzzy Aggregation Operators and Their Application in Decision Making
    Feng, Jinfu
    Zhang, Qiang
    Hu, Junhua
    [J]. IEEE ACCESS, 2020, 8 : 138004 - 138020
  • [6] Generalized intuitionistic fuzzy geometric aggregation operators and their application to multi-criteria decision making
    Tan, Chunqiao
    Yi, Wentao
    Chen, Xiaohong
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2015, 66 (11) : 1919 - 1938
  • [7] Multi-person multi-criteria decision making: intuitionistic fuzzy approach and generalized net model
    Pasi, G
    Atanassov, K
    Pinto, PM
    Yager, R
    Atanassova, V
    [J]. CONCURRENT ENGINEERING: ADVANCED DESIGN, PRODUCTION AND MANAGEMENT SYSTEMS, 2003, : 1073 - 1078
  • [8] LINGUISTIC INDUCED GENERALIZED AGGREGATION DISTANCE OPERATORS AND THEIR APPLICATION TO DECISION MAKING
    Zeng Shouzhen
    Su Weihua
    [J]. ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2012, 46 (02): : 155 - 172
  • [9] Intuitionistic fuzzy interpretations of multi-person multi-criteria decision making
    Atanassov, K
    Pasi, G
    Yager, R
    [J]. 2002 FIRST INTERNATIONAL IEEE SYMPOSIUM INTELLIGENT SYSTEMS, VOL 1, PROCEEDINGS, 2002, : 115 - 119
  • [10] Intuitionistic fuzzy graph interpretations of multi-person multi-criteria decision making: Generalized net approach
    Pasi, G
    Yager, R
    Atanassov, K
    [J]. 2004 2ND INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2, PROCEEDINGS, 2004, : 434 - 439