A formal study of linearity axioms for fuzzy orderings
Authors |
Ulrich Bodenhofer Frank Klawonn |
Title | A formal study of linearity axioms for fuzzy orderings |
Type | article |
Journal | Fuzzy Sets and Systems |
Number | 3 |
Volume | 145 |
ISSN | 0165-0114 |
Year | 2004 |
Pages | 323-354 |
Abstract | This contribution is concerned with a detailed investigation of linearity axioms for fuzzy orderings. Different existing concepts are evaluated with respect to three fundamental correspondences from the classical case - linearizability of partial orderings, intersection representation, and one-to-one correspondence betweenlinearity and maximality. As a main result, we obtain that it is virtually impossible to simultaneously preserve allthese three properties in the fuzzy case. If we do not require a one-to-one correspondence between linearity andmaximality, however, we obtain that an implication-based definition appears to constitute a sound compromise, inparticular, if Lukasiewicz-type logics are considered. |