Title :
Linguistic hedges on trapezoidal fuzzy sets: a revisit
Author :
Marín-Blázquez, Javier G. ; Shen, Qiang
Author_Institution :
Div. of Informatics, Edinburgh Univ., UK
fDate :
6/23/1905 12:00:00 AM
Abstract :
Trapezoidal fuzzy sets (including triangular ones) are most commonly used in fuzzy modelling for computational simplicity. Applications of conventional linguistic hedges over such sets, however, often fail to result in significant changes of the sets definition. The paper presents an improved version of more effective hedges specifically devised for trapezoidal fuzzy sets, to be applied to dilate or concentrate a given set by expanding or shrinking its constituent parts. It also introduces three new hedges, named UPPER, LOWER and MID. Simulation results are provided to demonstrate the advantages of utilising the revised and newly introduced hedges for assisting fuzzy modelling, in comparison to the use of conventional ones
Keywords :
fuzzy logic; fuzzy set theory; LOWER hedges; MID hedges; UPPER hedges; computational simplicity; fuzzy modelling; linguistic hedges; trapezoidal fuzzy sets; Electronics packaging; Fuzzy logic; Fuzzy sets; Humans; Informatics; Piecewise linear techniques;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1007336