On generalized Bonferroni mean operators for multi-criteria aggregation

被引:316
|
作者
Yager, Ronald R. [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10801 USA
关键词
Aggregation operators; OWA operators; Multi-criteria modeling; Decision-making;
D O I
10.1016/j.ijar.2009.06.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce the idea of multi-criteria aggregation functions and describe a number of properties desired in such functions. We emphasize the importance of having an aggregation function capture the expressed interrelationship between the criteria. A number of standard aggregation functions are introduced. We next introduce the Bonferroni mean operator. We provide an interpretation of this operator as involving a product of each argument with the average of the other arguments, a combined averaging and "anding" operator. This allows us to suggest generalizations of this operator by replacing the simple averaging by other mean type operators as well as associating differing importances with the arguments. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:1279 / 1286
页数:8
相关论文
共 50 条
  • [1] Generalized Bonferroni mean operators in multi-criteria aggregation
    Beliakov, Gleb
    James, Simon
    Mordelova, Juliana
    Rueckschlossova, Tatiana
    Yager, Ronald R.
    [J]. FUZZY SETS AND SYSTEMS, 2010, 161 (17) : 2227 - 2242
  • [2] MULTI-CRITERIA DECISION MAKING METHOD BASED ON BONFERRONI MEAN AGGREGATION OPERATORS OF COMPLEX INTUITIONISTIC FUZZY NUMBERS
    Garg, Harish
    Rani, Dimple
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2021, 17 (05) : 2279 - 2306
  • [3] Generalized hesitant fuzzy bonferroni mean and its application in multi-criteria group decision making
    Yu, Dejian
    Wu, Yingyu
    Zhou, Wei
    [J]. Journal of Information and Computational Science, 2012, 9 (02): : 267 - 274
  • [4] Generalized Pythagorean Fuzzy Information Aggregation operators for Multi-criteria Decision Making
    Wang, Yanjun
    Wang, Lidong
    Sangaiah, Arun Kumar
    [J]. 2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017,
  • [5] Hybrid Atanassov intuitionistic fuzzy Bonferroni means for multi-criteria aggregation
    Zhou, Wei
    Meng, Sun
    Chen, Minghui
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (05) : 2679 - 2690
  • [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] Generalized orthopair linguistic Muirhead mean operators and their application in multi-criteria decision making
    Chen, Ke
    Luo, Yuedong
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (01) : 797 - 809
  • [9] Frank Choquet Bonferroni Mean Operators of Bipolar Neutrosophic Sets and Their Application to Multi-criteria Decision-Making Problems
    Wang, Le
    Zhang, Hong-yu
    Wang, Jian-qiang
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (01) : 13 - 28
  • [10] Frank Choquet Bonferroni Mean Operators of Bipolar Neutrosophic Sets and Their Application to Multi-criteria Decision-Making Problems
    Le Wang
    Hong-yu Zhang
    Jian-qiang Wang
    [J]. International Journal of Fuzzy Systems, 2018, 20 : 13 - 28