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 between linearity and maximality. As a main result, we obtain that it is virtually impossible to simultaneously preserve all these three properties in the fuzzy case. If we do not require a one-to-one correspondence between linearity and maximality, however, we obtain that an implication-based definition appears to constitute a sound compromise, in particular, if Łukasiewicz-type logics are considered.
| Original language | English |
|---|---|
| Pages (from-to) | 323-354 |
| Number of pages | 32 |
| Journal | Fuzzy Sets and Systems |
| Volume | 145 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 1 Aug 2004 |
| Externally published | Yes |
Keywords
- Completeness
- Fuzzy ordering
- Fuzzy preference modeling
- Fuzzy relation
- Linearity
- Szpilrajn theorem
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