Quantifier guided aggregation using OWA operators

被引:16
|
作者
Yager, RR
机构
关键词
D O I
10.1002/(SICI)1098-111X(199601)11:1<49::AID-INT3>3.3.CO;2-L
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We consider multicriteria aggregation problems where, rather than requiring all the criteria be satisfied, we need only satisfy some portion of the criteria. The proportion of the critera required is specified in terms of a linguistic quantifier such as most. We use a fuzzy set representation of these linguistic quantifiers to obtain decision functions in the form of OWA aggregations. A methodology is suggested for including importances associated with the individual criteria. A procedure for determining the measure of ''orness'' directly from the quantifier is suggested. We introduce an extension of the OWA operators which involves the use of triangular norms. (C) 1996 John Wiley & Sons, Inc.
引用
收藏
页码:49 / 73
页数:25
相关论文
共 50 条
  • [1] Orness and parameterized RIM quantifier aggregation with OWA operators: A summary
    Liu, Xinwang
    Han, Shilian
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (01) : 77 - 97
  • [2] On the relationship between the quantifier threshold and OWA operators
    Troiano, L
    Yager, RR
    [J]. MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, 2006, 3885 : 215 - 226
  • [3] Aggregation of OWA Operators
    Mesiar, Radko
    Sipeky, Ladislav
    Gupta, Pankaj
    Jin LeSheng
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (01) : 284 - 291
  • [4] Ensemble feature selection using Bonferroni, OWA and Induced OWA aggregation operators
    Janani, K.
    Mohanrasu, S. S.
    Lim, Chee Peng
    Manavalan, Balachandran
    Rakkiyappan, R.
    [J]. APPLIED SOFT COMPUTING, 2023, 143
  • [5] Generalized OWA aggregation operators
    Yager R.R.
    [J]. Fuzzy Optimization and Decision Making, 2004, 3 (1) : 93 - 107
  • [6] On characterizing features of OWA aggregation operators
    Yager, Ronald R.
    Alajlan, Naif
    [J]. FUZZY OPTIMIZATION AND DECISION MAKING, 2014, 13 (01) : 1 - 32
  • [7] On characterizing features of OWA aggregation operators
    Ronald R. Yager
    Naif Alajlan
    [J]. Fuzzy Optimization and Decision Making, 2014, 13 : 1 - 32
  • [8] A note on the reciprocity in the aggregation of fuzzy preference relations using OWA operators
    Chiclana, F
    Herrera, F
    Herrera-Viedma, E
    Martínez, L
    [J]. FUZZY SETS AND SYSTEMS, 2003, 137 (01) : 71 - 83
  • [9] A Collaborative Filtering Recommender System Model using OWA and Uninorm Aggregation Operators
    Palomares, Ivan
    Browne, Fiona
    Wang, Hui
    Davis, Peadar
    [J]. 2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE), 2015, : 382 - 388
  • [10] Probabilistic Aggregation Operators with the Induced Generalized OWA Operator
    Merigo, Jose M.
    Engemann, Kurt J.
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), 2010,