A Dynamic Interval-Valued Intuitionistic Fuzzy Sets Applied to Pattern Recognition
Joint Authors
Zhang, Zhenhua
Wang, Min
Hu, Yong
Yang, Jingyu
Ye, Youpei
Li, Yafang
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-25
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
We present dynamic interval-valued intuitionistic fuzzy sets (DIVIFS), which can improve the recognition accuracy when they are applied to pattern recognition.
By analyzing the degree of hesitancy, we propose some DIVIFS models from intuitionistic fuzzy sets (IFS) and interval-valued IFS (IVIFS).
And then we present a novel ranking condition on the distance of IFS and IVIFS and introduce some distance measures of DIVIFS satisfying the ranking condition.
Finally, a pattern recognition example applied to medical diagnosis decision making is given to demonstrate the application of DIVIFS and its distances.
The simulation results show that the DIVIFS method is more comprehensive and flexible than the IFS method and the IVIFS method.
American Psychological Association (APA)
Zhang, Zhenhua& Wang, Min& Hu, Yong& Yang, Jingyu& Ye, Youpei& Li, Yafang. 2013. A Dynamic Interval-Valued Intuitionistic Fuzzy Sets Applied to Pattern Recognition. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-16.
https://search.emarefa.net/detail/BIM-1009299
Modern Language Association (MLA)
Zhang, Zhenhua…[et al.]. A Dynamic Interval-Valued Intuitionistic Fuzzy Sets Applied to Pattern Recognition. Mathematical Problems in Engineering No. 2013 (2013), pp.1-16.
https://search.emarefa.net/detail/BIM-1009299
American Medical Association (AMA)
Zhang, Zhenhua& Wang, Min& Hu, Yong& Yang, Jingyu& Ye, Youpei& Li, Yafang. A Dynamic Interval-Valued Intuitionistic Fuzzy Sets Applied to Pattern Recognition. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-16.
https://search.emarefa.net/detail/BIM-1009299
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1009299