An alternative to fuzzy methods in decision-making problems

被引：56
|
作者：
Paternain, D. [1 ]
Jurio, A. [1 ]
Barrenechea, E. [1 ]
Bustince, H. [1 ]
Bedregal, B. [2 ]
Szmidt, E. [3 ]
机构：
[1] Univ Publ Navarra, Dept Automat & Comp, Pamplona, Spain
[2] Univ Fed Rio Grande do Norte, Dept Informat & Matemat Aplicada, Lagoa Nova Natal, Brazil
[3] Polish Acad Sci, Syst Res Inst, PL-01447 Warsaw, Poland
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2012年 / 39卷 / 09期
基金：
美国国家科学基金会;
关键词：
Atanassov's intuitionistic fuzzy preference relations; Decision-making; Weak ignorance functions; Weighted voting strategy; AGGREGATION OPERATORS; SET-THEORY; REPRESENTATION; ENVIRONMENT;
D O I：
10.1016/j.eswa.2012.01.081
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this work we present a construction method for Atanassov's intuitionistic fuzzy preference relations starting from fuzzy preference relations and taking into account the ignorance of the expert in the construction of the latter. Moreover, we propose two generalizations of the weighted voting strategy to work with Atanassov's intuitionistic fuzzy preference relations. An advantage of these algorithms is that they start from fuzzy preference relations and their results can be compared with those of any other decision-making algorithm based on fuzzy sets theory. We verify that our proposal is able to provide a unique solution in some cases in which the voting strategy is not able to order the alternatives. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码：7729 / 7735
页数：7
相关论文
共 50 条
  • [31] Hesitant fuzzy soft multisets and their applications in decision-making problems
    Kandil, A.
    El-Sheikh, S. A.
    Hosny, M.
    Raafat, M.
    [J]. SOFT COMPUTING, 2020, 24 (06) : 4223 - 4232
  • [32] AN INTERACTIVE FUZZY DECISION-MAKING METHOD USING CONSTRAINT PROBLEMS
    SAKAWA, M
    YANO, H
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1986, 16 (01): : 179 - 182
  • [33] Hesitant fuzzy soft multisets and their applications in decision-making problems
    A. Kandil
    S. A. El-Sheikh
    M. Hosny
    M. Raafat
    [J]. Soft Computing, 2020, 24 : 4223 - 4232
  • [34] A NEW METHOD FOR HANDLING MULTICRITERIA FUZZY DECISION-MAKING PROBLEMS
    CHEN, SM
    [J]. CYBERNETICS AND SYSTEMS, 1994, 25 (03) : 409 - 420
  • [35] Identifying consumer decision-making strategies using alternative methods
    Zellman, Eva
    Kaye-Blake, William
    Abell, Walt
    [J]. QUALITATIVE MARKET RESEARCH, 2010, 13 (03): : 271 - +
  • [36] Reclamation project selection using fuzzy decision-making methods
    Yavuz, Mahmut
    Altay, Burcin Lacin
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2015, 73 (10) : 6167 - 6179
  • [37] Decision-making methods based on fuzzy soft competition hypergraphs
    Muhammad Akram
    Sundas Shahzadi
    Areen Rasool
    Musavarah Sarwar
    [J]. Complex & Intelligent Systems, 2022, 8 : 2325 - 2348
  • [38] An overview of probabilistic hesitant fuzzy decision-making theory and methods
    Xu, Ze-Shui
    Zhang, Shen
    [J]. Kongzhi yu Juece/Control and Decision, 2021, 36 (01): : 42 - 51
  • [39] A review of fuzzy AHP methods for decision-making with subjective judgements
    Liu, Yan
    Eckert, Claudia M.
    Earl, Christopher
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 161
  • [40] Development and evaluation of five fuzzy multiattribute decision-making methods
    Triantaphyllou, E
    Lin, CT
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1996, 14 (04) : 281 - 310
12345