OWA OPERATORS FOR DISCRETE GRADUAL INTERVALS: IMPLICATIONS TO FUZZY INTERVALS AND MULTI-EXPERT DECISION MAKING

被引:2
|
作者
Takac, Zdenko [1 ]
机构
[1] Slovak Univ Technol Bratislava, Fac Chem & Food Technol, Inst Informat Engn Automat & Math, Radlinskeho 9, Bratislava 81237, Slovakia
关键词
OWA operator; ordered weighted averaging operator; gradual number; gradual interval; fuzzy interval; linear order; total order; multi-expert decision making; type-2 fuzzy set; LOGIC APPLICATIONS; SETS;
D O I
10.14736/kyb-2016-3-0379
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A new concept in fuzzy sets theory, namely that of gradual element, was introduced recently. It is known that the set of gradual real numbers is not ordered linearly. We restrict our attention to a discrete case and propose a class of linear orders for discrete gradual real numbers. Then, using idea of the so-called admissible order of intervals, we present a class of linear orders for discrete gradual intervals. Once we have the linear orders it is possible to define OWA operator for discrete gradual real numbers and OWA operator for discrete gradual intervals. Recall that gradual intervals also encompass fuzzy intervals, hence our results are applicable to the setting of fuzzy intervals. Our approach is illustrated on a multi-expert decision making problem.
引用
收藏
页码:379 / 402
页数:24
相关论文
共 50 条
  • [21] Multi-expert multi-criteria decision making based on the likelihoods of interval type-2 trapezoidal fuzzy preference relations
    Hendiani, Sepehr
    Jiang, Lisheng
    Sharifi, Ebrahim
    Liao, Huchang
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 11 (12) : 2719 - 2741
  • [22] Multi-step ranking of alternatives in a multi-criteria and multi-expert decision making environment
    Tsiporkova, Elena
    Boeva, Veselka
    INFORMATION SCIENCES, 2006, 176 (18) : 2673 - 2697
  • [23] An α-cut intervals based Fuzzy Best-Worst Method for Multi-Criteria Decision-Making
    Ratandhara, Harshit M.
    Kumar, Mohit
    APPLIED SOFT COMPUTING, 2024, 159
  • [24] A New Flexible Method for Solving Multi-Expert Multi-Criterion Decision-Making Problems
    Wen, Ta-Chun
    Lai, Hsin-Hung
    Chang, Kuei-Hu
    APPLIED SCIENCES-BASEL, 2020, 10 (13):
  • [25] Towards sustainable dialysis modality selection: a multi-expert fuzzy analytical hierarchy process based approach for guided decision making
    Chabouh, Safa
    Hammami, Sondes
    Fessi, Hafedh
    Achour, Abdellatif
    ANNALS OF OPERATIONS RESEARCH, 2024,
  • [26] A probabilistic linguistic-based deviation method for multi-expert qualitative decision making with aspirations
    Zhang, Xiaolu
    Liao, Huchang
    Xu, Bin
    Xiong, Meifang
    APPLIED SOFT COMPUTING, 2020, 93
  • [27] A fuzzy-stochastic OWA model for robust multi-criteria decision making
    Mahdi Zarghami
    Ferenc Szidarovszky
    Reza Ardakanian
    Fuzzy Optimization and Decision Making, 2008, 7 : 1 - 15
  • [28] OWA-based multi-criteria decision making based on fuzzy methods
    D'Urso, Pierpaolo
    Chachi, Jalal
    Kazemifard, Ahmad
    De Giovanni, Livia
    ANNALS OF OPERATIONS RESEARCH, 2024,
  • [29] An improved OWA-Fuzzy AHP decision model for multi-attribute decision making problem
    Zhang, Pengdan
    Liu, Qing
    Kang, Bingyi
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (05) : 9655 - 9668
  • [30] A fuzzy-stochastic OWA model for robust Multi-Criteria Decision Making
    Zarghami, Mahdi
    Szidarovszky, Ferenc
    Ardakanian, Reza
    FUZZY OPTIMIZATION AND DECISION MAKING, 2008, 7 (01) : 1 - 15