Cardinal Consistency of Reciprocal Preference Relations: A Characterization of Multiplicative Transitivity

被引:356
作者
Chiclana, Francisco [1 ]
Herrera-Viedma, Enrique [2 ]
Alonso, Sergio [3 ]
Herrera, Francisco [2 ]
机构
[1] De Montfort Univ, Fac Technol, Ctr Computat Intelligence, Leicester LE1 9BH, Leics, England
[2] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
[3] Univ Granada, Dept Software Engn, E-18071 Granada, Spain
基金
英国工程与自然科学研究理事会;
关键词
Consistency; fuzzy preference relation; rationality; reciprocity; transitivity; uninorm; GROUP DECISION-MAKING; FUZZY RATIONALITY MEASURES; RANDOM-VARIABLES; AGGREGATION OPERATORS; LUKASIEWICZ TRIPLETS; CYCLE-TRANSITIVITY; CONSENSUS MODEL; DEFINITION; UNINORM; REPRESENTATION;
D O I
10.1109/TFUZZ.2008.2008028
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Consistency of preferences is related to rationality, which is associated with the transitivity property. Many properties suggested to model transitivity of preferences are inappropriate for reciprocal preference relations. In this paper, a functional equation is put forward to model the "cardinal consistency in the strength of preferences" of reciprocal preference relations. We show that under the assumptions of continuity and monotonicity properties, the set of representable uninorm operators is characterized as the solution to this functional equation. Cardinal consistency with the conjunctive representable cross ratio uninorm is equivalent to Tanino's multiplicative transitivity property. Because any two representable uninorms are order isomorphic, we conclude that multiplicative transitivity is the most appropriate property for modeling cardinal consistency of reciprocal preference relations. Results toward the characterization of this uninorm consistency property based on a restricted set of (n - 1) preference values, which can be used in practical cases to construct perfect consistent preference relations, are also presented.
引用
收藏
页码:14 / 23
页数:10
相关论文
共 60 条
  • [1] Aczel J., 1987, A Short Course on Functional Equations
  • [2] [Anonymous], J FUZZY MATH
  • [3] [Anonymous], 1994, Fuzzy preference modelling and multicriteria decision support
  • [4] [Anonymous], REV EC DESIGN
  • [5] Bezdek J. C., 1978, Fuzzy Sets and Systems, V1, P255, DOI 10.1016/0165-0114(78)90017-9
  • [6] BUFARDI A, 1998, J MULTICRITERIA DECI, V7, P169
  • [7] 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
  • [8] A note on the internal consistency of various preference representations
    Chiclana, F
    Herrera, F
    Herrera-Viedma, E
    [J]. FUZZY SETS AND SYSTEMS, 2002, 131 (01) : 75 - 78
  • [9] Integrating multiplicative preference relations in a multipurpose decision-making model based on fuzzy preference relations
    Chiclana, F
    Herrera, F
    Herrera-Viedma, E
    [J]. FUZZY SETS AND SYSTEMS, 2001, 122 (02) : 277 - 291
  • [10] Integrating three representation models in fuzzy multipurpose decision making based on fuzzy preference relations
    Chiclana, F
    Herrera, F
    Herrera-Viedma, E
    [J]. FUZZY SETS AND SYSTEMS, 1998, 97 (01) : 33 - 48