Title :
Intuitionistic Fuzzy Sets with Single Parameter and its Application to Pattern Recognition
Author :
Zhang, Zhenhua ; Yang, Jingyu ; Ye, Youpei ; Wu, Xiaorong
Author_Institution :
Sch. of Comput. Sci. & Technol., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
The concept of intuitionistic fuzzy sets with parameters (IFSP) is first introduced in this paper. By analyzing the degree of hesitancy, this paper concentrates on the construction and application of intuitionistic fuzzy sets with single parameter (IFSSP). Finally, a pattern recognition example is given to demonstrate the application of IFSSP. The experimental results show that we can adjust the parameter to appropriate value to obtain the desired result, therefore, the method of IFSSP is more comprehensive and flexible than that of traditional intuitionistic fuzzy sets.
Keywords :
fuzzy set theory; pattern recognition; intuitionistic fuzzy sets; pattern recognition; single parameter; Bismuth; Cognition; Decision making; Educational institutions; Euclidean distance; Fuzzy sets; Pattern recognition; intuitionistic fuzzy sets; intuitionistic fuzzy sets with parameters; intuitionistic fuzzy sets with single parameter; pattern recognition;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2011 Fourth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-1085-8
DOI :
10.1109/ISCID.2011.90
