- Tytuł:
- Similarity measures for Atanassov’s intuitionistic fuzzy sets : some dilemmas and challenges
- Autorzy:
-
Szmidt, Eulalia
Kacprzyk, Janusz
Bujnowski, Paweł - Powiązania:
- https://bibliotekanauki.pl/articles/2183493.pdf
- Data publikacji:
- 2022
- Wydawca:
- Polska Akademia Nauk. Instytut Badań Systemowych PAN
- Tematy:
-
similarity measures
Atanassov’s intuitionistic fuzzy sets
distances
complement - Opis:
- We discuss some aspects of similarity measures in the context of Atanassov’s intuitionistic fuzzy sets (IFSs, for short). IFSs, proposed in 1983, are a relatively new tool for the modeling and simulation and, because of their construction, present us with new challenges as far the similarity measures are concerned. Specifically, we claim that the distances alone are not a proper measure of similarity for the IFSs. We stress the role of a lack of knowledge concerning elements (options, decisions, etc.) and point out the role of the opposing (complementing) elements. We also pay attention to the fact that it is not justified to talk about similarity when one has not enough knowledge about the compared objects/elements. Some novel measures of similarity are presented.
- Źródło:
-
Control and Cybernetics; 2022, 51, 2; 249--266
0324-8569 - Pojawia się w:
- Control and Cybernetics
- Dostawca treści:
- Biblioteka Nauki
Artykuł