Orness and parameterized RIM quantifier aggregation with OWA operators: A summary

被引:107
|
作者
Liu, Xinwang [1 ]
Han, Shilian [2 ]
机构
[1] SE Univ, Sch Econ & Management, Nanjing 210096, Peoples R China
[2] Nanjing Univ Finance & Econ, Sch Marketing & Logist, Nanjing 210046, Peoples R China
基金
中国国家自然科学基金;
关键词
aggregation; ordered weighted average (OWA) operator; Regular Increasing Monotone (RIM) quantifier; generating function; orness; decision making;
D O I
10.1016/j.ijar.2007.05.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A necessary and sufficient condition for the ordered weighted average (OWA) aggregation value of an arbitrary aggregated set to consistently increase with the orness level is proposed. The OWA operator properties associated with the orness level are extended. Then, with the generating function representation of Regular Increasing Monotone (RIM) quantifier, all these conditions and properties are extended to the case of RIM quantifiers, which can be seen as the continuous OWA operator with free dimension. Some families of consistency RIM quantifiers and their corresponding OWA operators are summarized. Some existing linguistic term RIM quantifiers are collected and two parameterized generalization forms of them are proposed, which can be useful for the selection and comparison of the linguistic quantifier in theory and applications. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:77 / 97
页数:21
相关论文
共 45 条
  • [1] A general model of parameterized OWA aggregation with given orness level
    Liu, Xinwang
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (02) : 598 - 627
  • [2] Parameterized additive neat OWA operators with different orness levels
    Liu, Xinwang
    Lou, Hongwei
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2006, 21 (10) : 1045 - 1072
  • [3] Quantifier guided aggregation using OWA operators
    Yager, RR
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1996, 11 (01) : 49 - 73
  • [4] THE RELATIONSHIPS BETWEEN TWO VARIABILITY AND ORNESS OPTIMIZATION PROBLEMS FOR OWA OPERATOR WITH RIM QUANTIFIER EXTENSIONS
    Liu, Xinwang
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2010, 18 (05) : 515 - 538
  • [5] Quantitative orness for lattice OWA operators
    Paternain, D.
    Ochoa, G.
    Lizasoain, I.
    Bustince, H.
    Mesiar, R.
    [J]. INFORMATION FUSION, 2016, 30 : 27 - 35
  • [6] Orness Measure of OWA Operators: A New Approach
    Kishor, Amar
    Singh, Amit K.
    Pal, Nikhil R.
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (04) : 1039 - 1045
  • [7] Maximal orness weights with a fixed variability for owa operators
    Marchant, T.
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2006, 14 (03) : 271 - 276
  • [8] A New Family of OWA Operators Featuring Constant Orness
    Kishor, Amar
    Singh, Amit K.
    Sonam, Sonam
    Pal, Nikhil R.
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (09) : 2263 - 2269
  • [9] From quantitative to qualitative orness for lattice OWA operators
    Ochoa, G.
    Lizasoain, I.
    Paternain, D.
    Bustince, H.
    Pal, N. R.
    [J]. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2017, 46 (06) : 640 - 669
  • [10] On the relationship between the quantifier threshold and OWA operators
    Troiano, L
    Yager, RR
    [J]. MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, 2006, 3885 : 215 - 226