Title :
Defuzzification and implication within ordered fuzzy numbers
Author :
Witold Kosinski;Dorota Wilczynska-Sztyma
Author_Institution :
Faculty of Computer Science, Polish-Japanese Institute of Information Technology, ul. Koszykowa 86, 02-008 Warsaw, Poland
Abstract :
Ordered fuzzy numbers (OFN) invented by the first author and his two coworkers in 2002 make possible to utilize the fuzzy arithmetic and to construct the Abelian group of fuzzy numbers and then an ordered ring. This new model uses the extension of the parametric representation of convex fuzzy numbers and overcomes known drawbacks of the classical approach. Addition and multiplication by positive scalar are the same as in convex number case if numbers have the same orientation. However, subtraction, multiplication and division give quit different results. Several new defuzzification operations are introduced together with fuzzy implications which can play a new role in evolutionary fuzzy systems.
Keywords :
"Gravity","Fuzzy sets","Atomic measurements","Cognition","Mathematical model","Equations","Computer science"
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584226