• DocumentCode
    761913
  • Title

    Transitivity Bounds in Additive Fuzzy Preference Structures

  • Author

    Díaz, Susana ; Montes, Susana ; De Baets, Bernard

  • Author_Institution
    Dept. of Stat. & OR, Oviedo Univ.
  • Volume
    15
  • Issue
    2
  • fYear
    2007
  • fDate
    4/1/2007 12:00:00 AM
  • Firstpage
    275
  • Lastpage
    286
  • Abstract
    Transitivity plays a crucial role in preference modeling and related fields. In this paper, we discuss this property in the general context of additive fuzzy preference structures. Of particular interest is the decomposition of a large preference relation R in its symmetric part I (indifference relation) and its asymmetric part P (strict preference relation) by means of a so-called (indifference) generator i. Given the type of transitivity of a large preference relation R (w.r.t. a conjunctor) and a generator, we establish basic lower bounds and general upper bounds on the transitivity of P and I. These bounds are due to the careful design of generic counterexamples. Moreover, we identify the situations in which these bounds are effectively reached, thereby establishing connections with interesting properties such as dominance, bisymmetry, the 1-Lipschitz property and rotation invariance
  • Keywords
    fuzzy set theory; 1-Lipschitz property; additive fuzzy preference structures; indifference generator; indifference relation; large preference relation decomposition; rotation invariance; strict preference relation; transitivity bounds; Additives; Biometrics; Coherence; Decision making; Fuzzy set theory; Fuzzy sets; Helium; Mathematics; Statistics; Upper bound; Additive fuzzy preference structure; bisymmetry; conjunctor; dominance; indifference relation; quasi-copula; rotation invariance; strict preference relation; transitivity;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2006.880004
  • Filename
    4142753